Table of Contents

• Decentralized Machine LearningBlaise Agüera y Arcas. 1 [doi]
• Detailed Configuration of Spatial Hadoop-based Spatial Big Data System and Main Service StatusJin Woo Lee, Seok-Won Chang. 1 [doi]
• Big Data for Speech and Language ProcessingXuedong Huang. 2 [doi]
• Transformational Role of Big Data in Society 5.0Masaru Kitsuregawa. 3 [doi]
• Three principles of data science: predictability, computability, and stability (PCS)Bin Yu. 4 [doi]
• On Metric Learning for Complex Data AnalysisAidong Zhang. 5 [doi]
• Heuristics Significance of Neuro-Ensemble-based Time Series ClassificationSoukaina Filali Boubrahimi, Rafal A. Angryk. 6-15 [doi]
• Best-Choice Edge Grafting for Efficient Structure Learning of Markov Random FieldsWalid Chaabene, Bert Huang. 16-25 [doi]
• Detecting Latent Structure Uncertainty with Structural EntropySo Hirai, Kenji Yamanishi. 26-35 [doi]
• Incorporating Prior Domain Knowledge into Deep Neural NetworksNikhil Muralidhar, Mohammad Raihanul Islam, Manish Marwah, Anuj Karpatne, Naren Ramakrishnan. 36-45 [doi]
• Hybridization of Active Learning and Data Programming for Labeling Large Industrial DatasetsMona Nashaat, Aindrila Ghosh, James Miller, Shaikh Quader, Chad Marston, Jean-François Puget. 46-55 [doi]
• Semi-supervised Deep Representation Learning for Multi-View ProblemsVahid Noroozi, Sara Bahaadini, Lei Zheng, Sihong Xie, Weixiang Shao, Philip S. Yu. 56-64 [doi]
• Linear Models with Many Cores and CPUs: A Stochastic Atomic Update SchemeEdward Raff, Booz Allen Hamilton, Jared Sylvester. 65-73 [doi]
• Projection-SVM: Distributed Kernel Support Vector Machine for Big Data using Subspace PartitioningDinesh Singh 0001, C. Krishna Mohan. 74-83 [doi]
• DeepFP: A Deep Learning Framework For User Fingerprinting via Mobile Motion SensorsSara Amini, Vahid Noroozi, Sara Bahaadini, Philip S. Yu, Chris Kanich. 84-91 [doi]
• AdaDIF: Adaptive Diffusions for Efficient Semi-supervised Learning over GraphsDimitris Berberidis, Athanasios N. Nikolakopoulos, Georgios B. Giannakis. 92-99 [doi]
• Topological approaches to skin disease image analysisYu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford Smyth. 100-105 [doi]
• Scalable Bottom-up Subspace Clustering using FP-Trees for High Dimensional DataMinh Tuan Doan, Jianzhong Qi, Sutharshan Rajasegarar, Christopher Leckie. 106-111 [doi]
• Securing Behavior-based Opinion Spam DetectionShuaijun Ge, Guixiang Ma, Sihong Xie, Philip S. Yu. 112-117 [doi]
• Scaling up Inference in MLNs with SparkMohammad Maminur Islam, Khan Mohammad Al Farabi, Somdeb Sarkhel, Deepak Venugopal. 118-125 [doi]
• Representation Learning for Question Classification via Topic Sparse Autoencoder and Entity EmbeddingDingcheng Li, Jingyuan Zhang, Ping Li. 126-133 [doi]
• Effective Outlier Detection based on Bayesian Network and ProximitySha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le. 134-139 [doi]
• Source Free Domain Adaptation Using an Off-the-Shelf ClassifierArun Reddy Nelakurthi, Ross Maciejewski, Jingrui He. 140-145 [doi]
• Queryable Compression on Time-Evolving Social Networks with StreamingMichael Nelson, Sridhar Radhakrishnan, Chandra N. Sekharan. 146-151 [doi]
• Efficient Dimensionality Reduction for Sparse Binary DataRameshwar Pratap, Raghav Kulkarni, Ishan Sohony. 152-157 [doi]
• Hash-Grams On Many-Cores and Skewed DistributionsEdward Raff, Booz Allen Hamilton, Mark McLean. 158-165 [doi]
• Biomedical Data Ensemble Classification using Random ProjectionsSotiris K. Tasoulis, Aristidis G. Vrahatis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos. 166-172 [doi]
• Predicting and Optimizing City-Scale Road Traffic Dynamics Using Trajectories of Individual VehiclesFan Yang, Alina Vereshchaka, Wen Dong 0001. 173-180 [doi]
• Learning-based Automatic Parameter Tuning for Big Data Analytics FrameworksLiang Bao, Xin Liu, Weizhao Chen. 181-190 [doi]
• Dynamic and Transparent Memory Sharing for Accelerating Big Data Analytics Workloads in Virtualized CloudWenqi Cao, Ling Liu. 191-200 [doi]
• Online Density Estimation over Streaming Data: A Local Adaptive SolutionZhong Chen, Zhide Fang, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang. 201-210 [doi]
• ARCHIE: Data Analysis Acceleration with Array Caching in Hierarchical StorageBin Dong, Teng Wang, Houjun Tang, Quincey Koziol, Kesheng Wu, Suren Byna. 211-220 [doi]
• A Method-Level Test Generation Framework for Debugging Big Data ApplicationsHuadong Feng, Jaganmohan Chandrasekaran, Yu Lei, Raghu Kacker, D. Richard Kuhn. 221-230 [doi]
• Mira: Sharing Resources for Distributed Analytics at Small TimescalesMichael Kaufmann 0005, Kornilios Kourtis, Adrian Schüpbach, Martina Zitterbart. 231-241 [doi]
• An Empirical Analysis on Expressibility of Vertex Centric Graph Processing ParadigmSiyuan Liu, Arijit Khan. 242-251 [doi]
• A Reinforcement Learning Based Resource Management Approach for Time-critical Workloads in Distributed Computing EnvironmentZixia Liu, Hong Zhang, BingBing Rao, Liqiang Wang. 252-261 [doi]
• Practical Cross Program Memoization with KeyChainCraig Mustard, Alexandra Fedorova. 262-271 [doi]
• Scalable Manifold Learning for Big Data with Apache SparkFrank Schoeneman, Jaroslaw Zola. 272-281 [doi]
• Column Cache: Buffer Cache for Columnar Storage on HDFSTakeshi Yoshimura, Tatsuhiro Chiba, Hiroshi Horii. 282-291 [doi]
• Analyzing Alibaba's Co-located Datacenter WorkloadsYue Cheng, Ali Anwar, Xuejing Duan. 292-297 [doi]
• OverSketch: Approximate Matrix Multiplication for the CloudVipul Gupta, Shusen Wang, Thomas A. Courtade, Kannan Ramchandran. 298-304 [doi]
• Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark ImplementationDianwei Han, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary. 305-312 [doi]
• Communication Model for Parallel Iterative Stream ProcessingSachini Jayasekara, Xunyun Liu, Shanika Karunasekera, Aaron Harwood. 313-320 [doi]
• *Xiaoyi Lu, Dipti Shankar, Haiyang Shi, Dhabaleswar K. Panda. 321-326 [doi]
• Cluster-based Data Reduction for Persistent HomologyAnindya Moitra, Nicholas O. Malott, Philip A. Wilsey. 327-334 [doi]
• GreenDataFlow: Minimizing the Energy Footprint of Global Data MovementM. S. S. Q. Zulkar Nine, Luigi Di Tacchio, Asif Imran, Tevfik Kosar, Muhammed Fatih Bulut, Jinho Hwang. 335-342 [doi]
• Parallel Large-Scale Neural Network Training For Online AdvertisingQuanchang Qi, Guangming Lu, Jun Zhang, Lichun Yang, Haishan Liu. 343-350 [doi]
• POSUM: A Portfolio Scheduler for MapReduce WorkloadsMaria A. Voinea, Alexandru Uta, Alexandru Iosup. 351-357 [doi]
• Serverless Big Data Processing using Matrix Multiplication as ExampleSebastian Werner, Jörn Kuhlenkamp, Markus Klems, Johannes Muller, Stefan Tai. 358-365 [doi]
• Versatile Communication Optimization for Deep Learning by Modularized Parameter ServerPo-Yen Wu, Pangfeng Liu, Jan-Jan Wu. 366-371 [doi]
• Experimental Characterizations and Analysis of Deep Learning FrameworksYanzhao Wu, Wenqi Cao, Semih Sahin, Ling Liu. 372-377 [doi]
• Scalable Distributed Top-k Join Queries in Topic-Based Pub/Sub SystemsNikos Zacheilas, Dimitris Dedousis, Vana Kalogeraki. 378-383 [doi]
• GeoMatch: Efficient Large-Scale Map Matching on Apache SparkAyman Zeidan, Eemil Lagerspetz, Kai Zhao, Petteri Nurmi, Sasu Tarkoma, Huy T. Vo. 384-391 [doi]
• Sync-on-the-fly: A Parallel Framework for Gradient Descent Algorithms on Transient ResourcesGuoyi Zhao, Lixin Gao 0001, David Irwin. 392-397 [doi]
• XOS: An Application-Defined Operating System for Datacenter ComputingChen Zheng, Lei Wang, Sally A. McKee, Lixin Zhang, Hainan Ye, Jianfeng Zhan. 398-407 [doi]
• Accelerating a Distributed CPD Algorithm for Large Dense, Skewed TensorsKareem S. Aggour, Alex Gittens, Bülent Yener. 408-417 [doi]
• Concept-Driven Load Shedding: Reducing Size and Error of Voluminous and Variable Data StreamsNikos R. Katsipoulakis, Alexandros Labrinidis, Panos K. Chrysanthis. 418-427 [doi]
• Optimizing Lossy Compression with Adjacent Snapshots for N-body Simulation DataSihuan Li, Sheng Di, Xin Liang, Zizhong Chen, Franck Cappello. 428-437 [doi]
• Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific DatasetsXin Liang, Sheng Di, Dingwen Tao, Sihuan Li, Shaomeng Li, Hanqi Guo, Zizhong Chen, Franck Cappello. 438-447 [doi]
• Influence Maximization in Evolving Multi-Campaign EnvironmentsIouliana Litou, Vana Kalogeraki. 448-457 [doi]
• HYPE: Massive Hypergraph Partitioning with Neighborhood ExpansionChristian Mayer, Ruben Mayer, Sukanya Bhowmik, Lukas Epple, Kurt Rothermel. 458-467 [doi]
• Alleviating I/O Inefficiencies to Enable Effective Model Training Over Voluminous, High-Dimensional DatasetsDaniel Rammer, Walid Budgaga, Thilina Buddhika, Shrideep Pallickara, Sangmi Lee Pallickara. 468-477 [doi]
• Explaining Aggregates for Exploratory AnalyticsFotis Savva, Christos Anagnostopoulos, Peter Triantafillou. 478-487 [doi]
• Truth Inference on Sparse Crowdsourcing Data with Local Differential PrivacyHaipei Sun, Boxiang Dong, Wendy Hui Wang, Ting Yu, Zhan Qin. 488-497 [doi]
• Cloud based Real-Time and Low Latency Scientific Event AnalysisChen Yang, Xiaofeng Meng, Zhihui Du. 498-507 [doi]
• Optimized Storing of Workflow Outputs through Mining Association RulesDebasish Chakroborti, Manishankar Mondal, Banani Roy, Chanchal K. Roy, Kevin A. Schneider. 508-515 [doi]
• A Universal Namespace Approach to Support Metadata Management and Efficient Data Convergence of HPC and Cloud Scientific WorkflowsHsing-bung H. B. Chen. 516-521 [doi]
• Aggregation of Linked Data : A case study in the cultural heritage domainNuno Freire, Enno Meijers, Sjors de Valk, René Voorburg, Antoine Isaac, Roland Cornelissen. 522-527 [doi]
• Distributed Execution of Spatial SQL QueriesKonstantinos Giannousis, Konstantina Bereta, Nikolaos Karalis, Manolis Koubarakis. 528-533 [doi]
• Dynamic Online Performance Optimization in Streaming Data CompressionJ. Kade Gibson, Dongeun Lee, Jaesik Choi, Alex Sim. 534-541 [doi]
• FastTopK: A Fast Top-K Trajectory Similarity Query Processing Algorithm for GPUsHamza Mustafa, Eleazar Leal, Le Gruenwald. 542-547 [doi]
• Integrated Real-Time Data Stream Analysis and Sketch-Based Video Retrieval in Team SportsLukas Probst, Fabian Rauschenbach, Heiko Schuldt, Philipp Seidenschwarz, Martin Rumo. 548-555 [doi]
• Efficient Processing of Probabilistic Single and Batch Reachability Queries in Large and Evolving Spatiotemporal Contact NetworksZohreh Raghebi, Farnoush Banaei Kashani. 556-561 [doi]
• A Survey on Trajectory Data Management for Hybrid Transactional and Analytical WorkloadsKeven Richly. 562-569 [doi]
• FairGAN: Fairness-aware Generative Adversarial NetworksDepeng Xu, Shuhan Yuan, Lu Zhang, Xintao Wu. 570-575 [doi]
• Steering Top-k Influencers in Dynamic Graphs via Local UpdatesVijaya Krishna Yalavarthi, Arijit Khan. 576-583 [doi]
• Mining top-k Popular Datasets via a Deep Generative ModelUchenna Akujuobi, Ke Sun 0001, Xiangliang Zhang. 584-593 [doi]
• A Data-Centric Approach for Image Scene LocalizationAbdullah Alfarrarjeh, Seon Ho Kim, Shivnesh Rajan, Akshay Deshmukh, Cyrus Shahabi. 594-603 [doi]
• A Sketch-Based Naive Bayes Algorithms for Evolving Data StreamsMaroua Bahri, Silviu Maniu, Albert Bifet. 604-613 [doi]
• Optimal k-Nearest-Neighbor Query Processing via Multiple Lower Bound ApproximationsChristian Beecks, Max Berrendorf. 614-623 [doi]
• Constructing Influence Trees from Temporal Sequence of Retweets: An Analytical ApproachAyan Kumar Bhowmick, G. Sai Bharath Chandra, Yogesh Singh, Bivas Mitra. 624-633 [doi]
• Scalable Construction of Text Indexes with ThrillTimo Bingmann, Simon Gog, Florian Kurpicz. 634-643 [doi]
• Candidate List Maintenance in High Utility Sequential Pattern MiningScott Buffett. 644-652 [doi]
• Revisiting Exact kNN Query Processing with Probabilistic Data Space TransformationsAtoshum Cahsai, Christos Anagnostopoulos, Nikos Ntarmos, Peter Triantafillou. 653-662 [doi]
• Benchmarking API Costs of Network Sampling StrategiesMichele Coscia, Luca Rossi. 663-672 [doi]
• Learning Multiclassifiers with Predictive Features that Vary with Data DistributionXuan Hong Dang, Omid AskariSichani, Ambuj K. Singh. 673-682 [doi]
• Adaptive Data Pruning for Support Vector MachinesYasuhiro Fujiwara, Junya Arai, Sekitoshi Kanai, Yasutoshi Ida, Naonori Ueda. 683-692 [doi]
• A Multi-Criteria Experimental Ranking of Distributed SPARQL EvaluatorsDamien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda. 693-702 [doi]
• An Efficient System for Subgraph DiscoveryAparna Joshi, Yu Zhang, Petko Bogdanov, Jeong-Hyon Hwang. 703-712 [doi]
• AURORA: Auditing PageRank on Large GraphsJian Kang, Meijia Wang, Nan Cao, Yinglong Xia, Wei Fan 0001, Hanghang Tong. 713-722 [doi]
• Efficient Discovery of Weighted Frequent Itemsets in Very Large Transactional Databases: A Re-visitR. Uday Kiran, Amulya Kotni, P. Krishna Reddy, Masashi Toyoda, Subhash Bhalla, Masaru Kitsuregawa. 723-732 [doi]
• Automated Extraction of Personal Knowledge from Smartphone Push NotificationsYuanchun Li, Ziyue Yang, Yao Guo 0001, Xiangqun Chen, Yuvraj Agarwal, Jason I. Hong. 733-742 [doi]
• Fast Clustering with Flexible Balance ConstraintsHongfu Liu, Ziming Huang, Qi Chen, Mingqin Li, Yun Fu 0001, Lintao Zhang. 743-750 [doi]
• On Learning Psycholinguistics Tools for English-based Creole Languages using Social Media DataPei-Chi Lo, Ee-Peng Lim. 751-760 [doi]
• Hot Spot Analysis over Big Trajectory DataPanagiotis Nikitopoulos, Aris-Iakovos Paraskevopoulos, Christos Doulkeridis, Nikos Pelekis, Yannis Theodoridis. 761-770 [doi]
• Influence Maximization in Social Networks With Non-Target ConstraintsMadhavan R. Padmanabhan, Naresh Somisetty, Samik Basu, A. Pavan. 771-780 [doi]
• Fast and Accurate Mining of Node Importance in Trajectory NetworksTilemachos Pechlivanoglou, Manos Papagelis. 781-790 [doi]
• ParIS: The Next Destination for Fast Data Series Indexing and Query AnsweringBotao Peng, Panagiota Fatourou, Themis Palpanas. 791-800 [doi]
• Differentially Private Semi-Supervised Learning With Known Class PriorsAnh T. Pham, Jing Xi. 801-810 [doi]
• BigSR: real-time expressive RDF stream reasoning on modern Big Data platformsXiangnan Ren, Olivier Curé, Hubert Naacke, Guohui Xiao. 811-820 [doi]
• Fast Bag-Of-Words Candidate Selection in Content-Based Instance Retrieval SystemsMichal Siedlaczek, Qi Wang, Yen-Yu Chen, Torsten Suel. 821-830 [doi]
• Using Smart Card Data to Model Commuters' Responses Upon Unexpected Train DelaysXiancai Tian, Baihua Zheng. 831-840 [doi]
• Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial TrainingYao Wan, Wenqiang Yan, Jianwei Gao, Zhou Zhao, Jian Wu, Philip S. Yu. 841-850 [doi]
• Semi-supervised Multi-instance Interpretable Models for Flu Shot Adverse Event DetectionJunxiang Wang, Liang Zhao 0002, Yanfang Ye. 851-860 [doi]
• Lifelong Learning Memory Networks for Aspect Sentiment ClassificationShuai Wang, Guangyi Lv, Sahisnu Mazumder, Geli Fei, Bing Liu. 861-870 [doi]
• ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network RepresentationJun Wu, Jingrui He, Yongming Liu. 871-880 [doi]
• Fusion of Terrain Information and Mobile Phone Location Data for Flood Area Detection in Rural AreasTakahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto. 881-890 [doi]
• FauxBuster: A Content-free Fauxtography Detector Using Social Media CommentsDaniel Yue Zhang, Lanyu Shang, Biao Geng, Shuyue Lai, Ke Li, Hongmin Zhu, Md. Tanvir Al Amin, Dong Wang 0002. 891-900 [doi]
• StreamGuard: A Bayesian Network Approach to Copyright Infringement Detection Problem in Large-scale Live Video Sharing SystemsDaniel Yue Zhang, Lixing Song, Qi Li, Yang Zhang, Dong Wang 0002. 901-910 [doi]
• PER: A Probabilistic Attentional Model for Personalized Text RecommendationsLei Zheng, Yixue Wang, Lifang He 0001, Sihong Xie, Fengjiao Wang, Philip S. Yu. 911-920 [doi]
• One-Shot Learning on Attributed SequencesZhongfang Zhuang, Xiangnan Kong, Elke A. Rundensteiner, Aditya Arora, Jihane Zouaoui. 921-930 [doi]
• Identifying Pros and Cons of Product Aspects Based on Customer ReviewsEbad Ahmadzadeh, Philip K. Chan. 931-936 [doi]
• Spatio-Temporal Attention based Recurrent Neural Network for Next Location PredictionBasmah Altaf, Lu Yu, Xiangliang Zhang. 937-942 [doi]
• Predicting computational reproducibility of data analysis pipelines in large population studies using collaborative filteringSoudabeh Barghi, Lalet Scaria, Ali Salari, Tristan Glatard. 943-950 [doi]
• SynthNotes: A Generator Framework for High-volume, High-fidelity Synthetic Mental Health NotesEdmon Begoli, Kris Brown, Sudarshan Srinivas, Suzanne Tamang. 951-958 [doi]
• Context-Aware Deep Sequence Learning with Multi-View Factor Pooling for Time Series ClassificationSreyasee Das Bhattacharjee, William J. Tolone, Mohammed Elshambakey, Isaac Cho, Ashish Mahabal, S. George Djorgovski. 959-966 [doi]
• AnySC: Anytime Set-wise Classification of Variable Speed Data StreamsJagat Sesh Challa, Poonam Goyal, Vijay M. Giri, Dhananjay Mantri, Navneet Goyal. 967-974 [doi]
• StageMap: Extracting and Summarizing Progression Stages in Event SequencesYuanzhe Chen, Abishek Puri, Linping Yuan, Huamin Qu. 975-981 [doi]
• Correlated Anomaly Detection from Large Streaming DataZheng Chen, Xinli Yu, Yuan Ling, Bo Song, Wei Quan, Xiaohua Hu, Erjia Yan. 982-992 [doi]
• Context Aware Recommender System for Large Scaled Flash Sale SitesWanying Ding, Ran Xu, Ying Ding, Yue Zhang, Chuanjiang Luo, Zhendong Yu. 993-1000 [doi]
• Local Partition in Rich GraphsScott Freitas, Nan Cao, Yinglong Xia, Duen Horng (Polo) Chau, Hanghang Tong. 1001-1008 [doi]
• CAM: A Combined Attention Model for Natural Language InferenceAmit Gajbhiye, Sardar Jaf, Noura Al Moubayed, Steven Bradley, A. Stephen McGough. 1009-1014 [doi]
• Efficient Principal Subspace Projection of Streaming Data Through Fast Similarity MatchingAndrea Giovannucci, Victor Minden, Cengiz Pehlevan, Dmitri B. Chklovskii. 1015-1022 [doi]
• PACAS: Privacy-Aware, Data Cleaning-as-a-ServiceYu Huang, Mostafa Milani, Fei Chiang. 1023-1030 [doi]
• Detecting Highly Overlapping Community Structure by Model-based Maximal Clique ExpansionSaïd Jabbour, Nizar Mhadhbi, Badran Raddaoui, Lakhdar Sais. 1031-1036 [doi]
• Clustering-Driven and Dynamically Diversified Ensemble for Drifting Data StreamsLukasz Korycki, Bartosz Krawczyk. 1037-1044 [doi]
• Monitoring the shape of weather, soundscapes, and dynamical systems: a new statistic for dimension-driven data analysis on large datasetsHenry Kvinge, Elin Farnell, Michael Kirby, Chris Peterson. 1045-1051 [doi]
• Top-N-Rank: A Scalable List-wise Ranking Method for Recommender SystemsJunjie Liang, Jinlong Hu, Shoubin Dong, Vasant G. Honavar. 1052-1058 [doi]
• Dynamic Partition Forest: An Efficient and Distributed Indexing Scheme for Similarity Search based on HashingYangdi Lu, Yang Bo, Wenbo He, Amir Nabatchian. 1059-1064 [doi]
• Learning Fast and Slow: A Unified Batch/Stream FrameworkJacob Montiel, Albert Bifet, Viktor Losing, Jesse Read, Talel Abdessalem. 1065-1072 [doi]
• Multi-Attribute Topic Feature Construction for Social Media-based PredictionAlex Morales, Nupoor Gandhi, Man-pui Sally Chan, Sophie Lohmann, Travis Sanchez, Kathleen A. Brady, Lyle Ungar, Dolores Albarracin, ChengXiang Zhai. 1073-1078 [doi]
• Improving Query Execution Performance in Big Data using Cuckoo FilterSharafat Ibn Mollah Mosharraf, Muhammad Abdullah Adnan. 1079-1084 [doi]
• Dynamic Network Embeddings: From Random Walks to Temporal Random WalksGiang Hoang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, SungChul Kim. 1085-1092 [doi]
• Exploring Size-Speed Trade-Offs in Static Index PruningJuan Rodriguez, Torsten Suel. 1093-1100 [doi]
• The content correlation of multiple streaming edgesMichel de Rougemont, Guillaume Vimont. 1101-1106 [doi]
• Enumerating Top-k Quasi-CliquesSeyed-Vahid Sanei-Mehri, Apurba Das, Srikanta Tirthapura. 1107-1112 [doi]
• An Application of Storage-Optimal MatDot Codes for Coded Matrix Multiplication: Fast k-Nearest Neighbors EstimationUtsav Sheth, Sanghamitra Dutta, Malhar Chaudhari, Haewon Jeong, Yaoqing Yang, Jukka Kohonen, Teemu Roos, Pulkit Grover. 1113-1120 [doi]
• DLA: a Distributed, Location-based and Apriori-based Algorithm for Biological Sequence Pattern MiningEirini Stamoulakatou, Andrea Gulino, Pietro Pinoli. 1121-1126 [doi]
• All-in-One Urban Mobility Mapping Application with Optional Routing CapabilitiesRebekah Thompson, Jose Stovall, Daniel Velasquez, Viswa Sri Rupa Anne, Alex V. Samoylov, Mina Sartipi. 1127-1133 [doi]
• Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph Data StructureAlok Tripathy, Fred Hohman, Duen Horng Chau, Oded Green. 1134-1141 [doi]
• Speed Accuracy Trade-off in Pedestrian and Vehicle Detection Using Localized Big DataYeongro Yun, Youngseok Park, Chanhee Woo, Sejoon Lim. 1142-1149 [doi]
• Deep Learning for Predicting Dynamic Uncertain Opinions in Network DataXujiang Zhao, Feng Chen, Jin-Hee Cho. 1150-1155 [doi]
• Motif-Preserving Dynamic Local Graph CutDawei Zhou, Jingrui He, Hasan Davulcu, Ross Maciejewski. 1156-1161 [doi]
• Density-aware Local Siamese Autoencoder Network Embedding with Autoencoder Graph ClusteringYang Zhou, Amnay Amimeur, Chao Jiang, Dejing Dou, Ruoming Jin, Pengwei Wang. 1162-1167 [doi]
• Phishing URL Detection with Oversampling based on Text Generative Adversarial NetworksAnkesh Anand, Kshitij Gorde, Joel Ruben Antony Moniz, Noseong Park, Tanmoy Chakraborty 0002, Bei-tseng Chu. 1168-1177 [doi]
• When Machine Learning Meets Blockchain: A Decentralized, Privacy-preserving and Secure DesignXuhui Chen, Jinlong Ji, Changqing Luo, Weixian Liao, Pan Li. 1178-1187 [doi]
• GCI: A Transfer Learning Approach for Detecting Cheats of Computer GameBo Dong, Md Shihabul Islam, Swarup Chandra, Latifur Khan, Bhavani M. Thuraisingham. 1188-1197 [doi]
• Do Bitcoin Users Really Care About Anonymity? An Analysis of the Bitcoin Transaction GraphAnil Gaihre, Yan Luo, Hang Liu. 1198-1207 [doi]
• A Unified Unsupervised Gaussian Mixture Variational Autoencoder for High Dimensional Outlier DetectionWeixian Liao, Yifan Guo, Xuhui Chen, Pan Li. 1208-1217 [doi]
• There goes Wally: Anonymously sharing your location gives you awayApostolos Pyrgelis, Nicolas Kourtellis, Ilias Leontiadis, Joan Serrà, Claudio Soriente. 1218-1227 [doi]
• Benchmarking Anomaly Detection Algorithms in an Industrial Context: Dealing with Scarce Labels and Multiple Positive TypesDavid Renaudie, Maria A. Zuluaga, Rodrigo Acuna-Agost. 1228-1237 [doi]
• PrivacyZone: A Novel Approach to Protecting Location Privacy of Mobile UsersEmre Yigitoglu, Mehmet Emre Gursoy, Ling Liu, Margaret Loper, Bhuvan Bamba, Kisung Lee. 1238-1247 [doi]
• Actionable Objective Optimization for Suspicious Behavior Detection on Large Bipartite GraphsTong Zhao, Matthew Malir, Meng Jiang. 1248-1257 [doi]
• Automated Generation and Selection of Interpretable Features for Enterprise SecurityJiayi Duan, Ziheng Zeng, Alina Oprea, Shobha Vasudevan. 1258-1265 [doi]
• An Integrated Knowledge Graph to Automate GDPR and PCI DSS ComplianceLavanya Elluri, Ankur Nagar, Karuna Pande Joshi. 1266-1271 [doi]
• Graph Mining-based Trust Evaluation Mechanism with Multidimensional Features for Large-scale Heterogeneous Threat IntelligenceYali Gao, Xiaoyong Li, Jirui Li, Yunquan Gao, Ning Guo. 1272-1277 [doi]
• Toward End-to-End Deception Detection in VideosHamid Karimi, Jiliang Tang, Yanen Li. 1278-1283 [doi]
• Novel anomaly detection and classification schemes for Machine-to-Machine uplinkAkshay Kumar, Ahmed Abdelhadi, Charles Clancy. 1284-1289 [doi]
• Learning Light-Weight Edge-Deployable Privacy ModelsYeon-sup Lim, Mudhakar Srivatsa, Supriyo Chakraborty, Ian Taylor. 1290-1295 [doi]
• CVExplorer: Multidimensional Visualization for Common Vulnerabilities and ExposuresVung Pham, Tommy Dang. 1296-1301 [doi]
• dynamicMF: A Matrix Factorization Approach to Monitor Resource Usage in High Performance Computing SystemsNiyazi Sorkunlu, Duc Thanh Anh Luong, Varun Chandola. 1302-1307 [doi]
• Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure ModelingKaran Aggarwal, Onur Atan, Ahmed K. Farahat, Chi Zhang, Kosta Ristovski, Chetan Gupta. 1308-1317 [doi]
• A Structured Learning Approach with Neural Conditional Random Fields for Sleep StagingKaran Aggarwal, Swaraj Khadanga, Shafiq R. Joty, Louis Kazaglis, Jaideep Srivastava. 1318-1327 [doi]
• Dynamic Prediction of ICU Mortality Risk Using Domain AdaptationTiago Alves 0002, Alberto H. F. Laender, Adriano Veloso, Nivio Ziviani. 1328-1336 [doi]
• Technology Enablers for Big Data, Multi-Stage Analysis in Medical Image ProcessingShunxing Bao, Prasanna Parvathaneni, Yuankai Huo, Yogesh D. Barve, Andrew J. Plassard, Yuang Yao, Hongyang Sun, Ilwoo Lyu, David H. Zald, Bennett A. Landman, Aniruddha S. Gokhale. 1337-1346 [doi]
• Realtime Robustification of Interdependent Networks under Cascading AttacksZhen Chen 0005, Hanghang Tong, Lei Ying. 1347-1356 [doi]
• The Unbanked and Poverty: Predicting area-level socio-economic vulnerability from M-Money transactionsGregor Engelmann, Gavin Smith, James Goulding. 1357-1366 [doi]
• Transfer learning for time series classificationHassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller. 1367-1376 [doi]
• Integrating the University of São Paulo Security Mobile App to the Electronic Monitoring SystemJoão Eduardo Ferreira, Jose Antonio Visintin, Jun Okamoto, Mauro César Bernardes, Adriano Paterlini, Alexander Csoka Roque, Moises Ramalho Miguel. 1377-1386 [doi]
• Profiling Driver Behavior for Personalized Insurance Pricing and Maximal ProfitBing He, Dian Zhang, Siyuan Liu, Hao Liu, Dawei Han, Lionel M. Ni. 1387-1396 [doi]
• Mining Illegal Insider Trading of Stocks: A Proactive ApproachSheikh Rabiul Islam, Sheikh Khaled Ghafoor, William Eberle. 1397-1406 [doi]
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• A Case Study in Creating Transparency in Using Cultural Big Data: The Legacy of Slavery ProjectRyan Cox, Sohan Shah, William Frederick, Tammie Nelson, Will Thomas, Greg Jansen, Noah Dibert, Michael Kurtz, Richard Marciano. 2689-2695 [doi]
• Protecting Privacy in the Archives: Supervised Machine Learning and Born-Digital RecordsTim Hutchinson. 2696-2701 [doi]
• The Utility of Enterprise Architecture to Records and Archives SpecialistsShadrack Katuu. 2702-2710 [doi]
• Measuring completeness as metadata quality metric in EuropeanaPéter Király, Marco Büchler. 2711-2720 [doi]
• Computer-Assisted Appraisal and Selection of Archival MaterialsChristopher A. Lee. 2721-2724 [doi]
• Automating the Detection of Personally Identifiable Information (PII) in Japanese-American WWII Incarceration Camp RecordsRichard Marciano, William Underwood, Mohammad Hanaee, Connor Mullane, Aakanksha Singh, Zayden Tethong. 2725-2732 [doi]
• Framing the scope of the common data model for machine-actionable Data Management PlansTomasz Miksa, João Cardoso, José Luis Borbinha. 2733-2742 [doi]
• Stirring The Cauldron: Redefining Computational Archival Science (CAS) For The Big Data DomainNathaniel Payne. 2743-2752 [doi]
• Computational Archival Practice: Towards A Theory for Archival EngineeringKenneth Thibodeau. 2753-2760 [doi]
• Introducing Computational Thinking into Archival Science EducationWilliam Underwood, David Weintrop, Michael Kurtz, Richard Marciano. 2761-2765 [doi]
• Jupyter Notebooks for Generous Archive InterfacesMari Wigham, Liliana Melgar, Roeland Ordelman. 2766-2774 [doi]
• Big Data Augmentation with Data Warehouse: A SurveyUmar Aftab, Ghazanfar Farooq Siddiqui. 2775-2784 [doi]
• Big Data Augmentation with Data Warehouse: A SurveyUmar Aftab, Ghazanfar Farooq Siddiqui. 2785-2794 [doi]
• An Approach for Validating Quality of Datasets for Machine LearningJunhua Ding, Xinchuan Li. 2795-2803 [doi]
• What is Good Feedback in Big Data Projects for Cyberinfrastructure Diffusion in e-Science?Kerk F. Kee, Jamie C. McCain. 2804-2812 [doi]
• Will Deep Learning Change How Teams Execute Big Data Projects?Ivan Shamshurin, Jeffrey S. Saltz. 2813-2817 [doi]
• A Variability-Aware Design Approach to the Data Analysis Modeling ProcessMaria Cristina Vale Tavares, Paulo S. C. Alencar, Donald D. Cowan. 2818-2827 [doi]
• Improving Data Science Projects by Enriching Analytical Models with Domain KnowledgeHeng Zhang, Utpal Roy, Jeffrey Saltz. 2828-2837 [doi]
• Retrofitting Word Embeddings with the UMLS Metathesaurus for Clinical Information ExtractionMohammed Alawad, S. M. Shamimul Hasan, J. Blair Christian, Georgia D. Tourassi. 2838-2846 [doi]
• Towards Biological Sequence Data Service with InsightsHuaming Chen, Jun Shen 0001, Lei Wang 0001, Chi-Hung Chi. 2847-2854 [doi]
• A Hybrid Approach to Identifying Key Factors in Environmental Health StudiesShi Dong, Zlatan Feric, Xiangyu Li, Sheikh Mokhlesur Rahman, Guangyu Li, Chieh Wu, April Z. Gu, Jennifer G. Dy, David R. Kaeli, John Meeker, Ingrid Y. Padilla, José Cordero, Carmen Velez Vega, Zaira Rosario, Akram Alshawabkeh. 2855-2862 [doi]
• Research Hypothesis Generation Using Link Prediction in a Bipartite GraphJung Hun Kim, Aviv Segev. 2863-2867 [doi]
• Spatio-Temporal Convolutional Neural Network for Elderly Fall Detection in Depth Video CamerasMaryam Rahnemoonfar, Hend Alkittawi. 2868-2873 [doi]
• Clinical Text Classification with Word Embedding Features vs. Bag-of-Words FeaturesYiJun Shao, Stephanie Taylor, Nell J. Marshall, Craig A. Morioka, Qing Zeng-Treitler. 2874-2878 [doi]
• A Novel Deep Learning Pipeline to Analyze Temporal Clinical DataTerri Elizabeth Workman, Michael Hirezi, Eduardo Trujillo-Rivera, Anita K. Patel, Julia A. Heneghan, James E. Bost, Qing Zeng-Treitler, Murray Pollack. 2879-2883 [doi]
• Using Candlestick Charting and Dynamic Time Warping for Data Behavior Modeling and Trend Prediction for MWSN in IoTConcepcion Sanchez Aleman, Niki Pissinou, Sheila Alemany, Georges A. Kamhoua. 2884-2889 [doi]
• DisPatch: Distributed Pattern Matching over Streaming Time SeriesHossein Hamooni, Abdullah Mueen. 2890-2899 [doi]
• A Scalable and Robust Framework for Data Stream IngestionHaruna Isah, Farhana H. Zulkernine. 2900-2905 [doi]
• Using Information in Access Logs for Large Scale Identity LinkageLeila Jalali, SungChul Kim, Narayanan Krishnamoorthy, Rahul Biswas. 2906-2911 [doi]
• Distributed Real Time Link Prediction on Graph StreamsSatya Katragadda, Raju Gottumukkala, Murali Pusala, Vijay Raghavan 0001, Jessica Wojtkiewicz. 2912-2917 [doi]
• A multi-dimensional extension of the Lightweight Temporal Compression methodBo Li, Omid Sarbishei, Hosein Nourani, Tristan Glatard. 2918-2923 [doi]
• Efficient Dynamic Time Warping for Big Data StreamsRafael M. Martins, Andreas Kerren. 2924-2929 [doi]
• Edge Computing architecture to support Real Time Analytic applications : A State-of-the-art within the application area of Smart Factory and Industry 4.0Sebastian Trinks, Carsten Felden. 2930-2939 [doi]
• Streaming Algorithm for Big Data Logistic RegressionBaijian Yang, MengYao Wang, Zhenzhi Xu, Tonglin Zhang. 2940-2950 [doi]
• Longitudinal Analysis of Linguistic flexibility of Value-motivated GroupsMohammad Al Boni, Seth Green, Megan Stiles, Katherine Harton, Donald E. Brown. 2951-2959 [doi]
• An Encoding Technique for CNN-based Network Anomaly DetectionTaejoon Kim, Sang C. Suh, Hyunjoo Kim, Jonghyun Kim, Jinoh Kim. 2960-2965 [doi]
• Inline Detection of Domain Generation Algorithms with Context-Sensitive Word EmbeddingsJoewie J. Koh, Barton Rhodes. 2966-2971 [doi]
• Generating Interpretable Network Asset Clusters For Security AnalyticsAnying Li, Derek Lin. 2972-2979 [doi]
• Detecting unmanaged and unauthorized devices on the network with long short-term memory networkDerek Lin, Baoming Tang. 2980-2985 [doi]
• TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed TextFady Medhat, Mahnaz Mohammadi, Sardar Jaf, Chris G. Willcocks, Toby P. Breckon, Peter Matthews, Andrew Stephen McGough, Georgios Theodoropoulos, Boguslaw Obara. 2986-2994 [doi]
• A Natural Language Processing Based Trend Analysis of Advanced Persistent Threat TechniquesAmirreza Niakanlahiji, Jinpeng Wei, Bei-tseng Chu. 2995-3000 [doi]
• Cyberattack Prediction Through Public Text Analysis and Mini-TheoriesIan Perera, Jena D. Hwang, Kevin Bayas, Bonnie J. Dorr, Yorick Wilks. 3001-3010 [doi]
• Analyzing Evolving Trends of Vulnerabilities in National Vulnerability DatabaseMark A. Williams, Sumi Dey, Roberto Camacho Barranco, Sheikh Motahar Naim, M. Shahriar Hossain, Monika Akbar. 3011-3020 [doi]
• Mystiko - Blockchain Meets Big DataEranga Bandara, Wee Keong Ng, Kasun De Zoysa, Newton Fernando, Supun Tharaka, P. Maurakirinathan, Namal Jayasuriya. 3024-3032 [doi]
• Blockchain Based Log SystemJiansen Huang, Hui Li, Jiyang Zhang. 3033-3038 [doi]
• Converging Blockchain and Social Business for Socio-Economic DevelopmentRaghava Rao Mukkamala, Ravi Vatrapu, Pradeep Kumar Ray, Gora Sengupta, Sankar Halder. 3039-3048 [doi]
• Analyzing Digital Evidence Using Parallel k-means with Triangle Inequality on SparkAmbika Shrestha Chitrakar, Slobodan Petrovic. 3049-3058 [doi]
• File Toolkit for Selective Analysis & Reconstruction (FileTSAR) for Large-Scale NetworksRaymond A. Hansen, Kathryn C. Seigfried-Spellar, Seunghee Lee, Siddarth S. Chowdhury, Niveah Abraham, John Springer, Baijian Yang, Marcus K. Rogers. 3059-3065 [doi]
• A Decision Support System for Personality Based Phishing Susceptibility AnalysisNicholas Pantic, Mohammad Iftekhar Husain. 3066-3071 [doi]
• Security Analysis of Mobile Money Applications on AndroidHesham Darvish, Mohammad Iftekhar Husain. 3072-3078 [doi]
• Identification of Attack-based Digital Forensic Evidences for WAMPAC SystemsAsif Iqbal, Farhan Mahmood, Andrii Shalaginov, Mathias Ekstedt. 3079-3087 [doi]
• Intelligent analysis of digital evidences in large-scale logs in power systems attributed to the attacksAsif Iqbal, Andrii Shalaginov, Farhan Mahmood. 3088-3093 [doi]
• Towards Modelling Insiders Behaviour as Rare Behaviour to Detect Malicious RDBMS AccessMuhammad Imran Khan, Barry O'Sullivan, Simon N. Foley. 3094-3099 [doi]
• Blockchain Evolution: from Bitcoin to Forensic in Smart GridsIgor Kotsiuba, Artem Velykzhanin, Oleg Biloborodov, Inna Skarga-Bandurova, Tetiana Biloborodova, Yury Yanovich, Viacheslav Zhygulin. 3100-3106 [doi]
• Camera Model Identification Using Convolutional Neural NetworksArtur Kuzin, Artur Fattakhov, Ilya Kibardin, Vladimir I. Iglovikov, Ruslan Dautov. 3107-3110 [doi]
• Detection and Characterization of Human Trafficking Networks Using Unsupervised Scalable Text Template MatchingLin Li, Olga Simek, Angela Lai, Matthew P. Daggett, Charlie K. Dagli, Cara Jones. 3111-3120 [doi]
• Visualizing the Impact of Severe Weather Disruptions to Air TransportationCynthia A. Glass, Lauren B. Davis, Xiuli Qu. 3121-3127 [doi]
• A hybrid predictive model for high-frequency and multi-periodic data in call center of online travel agencyShufang Hou, Zhicheng Gong, Qiangqiang Nie, Quan-Wu Xiao, Yudong Tan. 3128-3134 [doi]
• An Intelligent Water Drops Algorithm to Supply-Demand Hub in Industrial Cluster Considering Transportation ModeVahid Kayvanfar, Shaya Sheikh, G. M. Komaki. 3135-3143 [doi]
• Artificial Intelligence and Deep Learning Applications for Automotive ManufacturingAndré Luckow, Ken Kennedy, Marcin Ziolkowski, Emil Djerekarov, Matthew Cook, Edward B. Duffy, Michael Schleiss, Bennie Vorster, Edwin Weill, Ankit Kulshrestha, Melissa C. Smith. 3144-3152 [doi]
• Revenue Optimized Capacity Management for Integrators in Air Freight Industry Under UncertaintyDebdeep Paul, Xu Chi, Song Junxian, Jing Zeng. 3153-3161 [doi]
• Identification of Traffic Accident Clusters using Kulldorff's Space-Time Scan StatisticsJunxian Song, Rong Wen, Wenjing Yan. 3162-3167 [doi]
• Urban Dynamic Logistics Pattern Mining with 3D Convolutional Neural NetworkRong Wen, Wenjing Yan. 3168-3174 [doi]
• Spatio-temporal Mining with Scene Data Integration for Urban Transportation NavigationRong Wen, Wenjing Yan. 3175-3179 [doi]
• Forecast UPC-Level FMCG Demand, Part IV: Statistical EnsembleDazhi Yang, Allan N. Zhang. 3180-3185 [doi]
• Performing literature review using text mining, Part III: Summarizing articles using TextRankDazhi Yang, Allan N. Zhang. 3186-3190 [doi]
• Estimation of the economic impact of large-scale flooding in the Tokyo metropolitan areaShaofeng Yang, Ryosuke Shibasaki, Yoshiki Ogawa, Koji Ikeuchi, Yuki Akiyama. 3191-3200 [doi]
• The iEnvironment Platform: Developing an Open Science Software Platform for Integrated Environmental Monitoring and Modeling of Surface WaterPaulo S. C. Alencar, Donald D. Cowan, Doug Mulholland. 3201-3210 [doi]
• Scientific Visualization and Reproducibility for "Open" Environmental ScienceJudith Bayard Cushing, Denise Lach, Chad Zanocco, Jonathan J. Halama. 3211-3216 [doi]
• Toward Simple & Scalable 3D Cell TrackingMojtaba Sedigh Fazli, Stephen Andrew Vella, Silvia N. J. Moreno, Gary E. Ward, Shannon P. Quinn. 3217-3225 [doi]
• Towards an Open (Data) Science Analytics-Hub for Reproducible Multi-Model Climate Analysis at ScaleSandro Fiore, Donatello Elia, Cosimo Palazzo, Alessandro D'Anca, Fabrizio Antonio, Dean N. Williams, Ian T. Foster, Giovanni Aloisio. 3226-3234 [doi]
• MORF: A Framework for Predictive Modeling and Replication At Scale With Privacy-Restricted MOOC DataJosh Gardner, Christopher Brooks, Juan Miguel L. Andres, Ryan S. Baker. 3235-3244 [doi]
• Parallelizing Bayesian Knowledge Tracing Tool For Large-scale Online Learning AnalyticsYanjun Pu, Wenjun Wu, Yong Han, Dengbo Chen. 3245-3254 [doi]
• Keynote: Automatic Segmentation and Quantification of TB Scale Volumetric Murine Brain Vasculature DataKatherine Scott, Venkata. N. P. Vemuri, Hunter Jackson. 3255 [doi]
• Detecting Anomalies in the LCLS WorkflowTal Shachaf, Alexander Sim, Kesheng Wu, Wilko Kroeger. 3256-3260 [doi]
• Setting Up Your Public Data for SuccessRachael Tatman. 3261-3262 [doi]
• Automatic Segmentation and Quantification of TB Scale Volumetric Murine Brain Vasculature DataVenkata. N. P. Vemuri, Hunter Jackson, Katherine Scott. 3263-3266 [doi]
• Unsupervised Threshold Autoencoder to Analyze and Understand Sentence ElementsXuan Hong Dang, Raji Akella, Somaieh Bahrami, Vadim Sheinin, Petros Zerfos. 3267-3276 [doi]
• Smart Contracts: Legal ConsiderationsJack Gilcrest, Arthur Carvalho. 3277-3281 [doi]
• An Empirical Study of the Application of Machine Learning and Keyword Terms Methodologies to Privilege-Document Review Projects in Legal MattersPeter Gronvall, Nathaniel Huber-Fliflet, Jianping Zhang, Robert Keeling, Robert Neary, Haozhen Zhao. 3282-3291 [doi]
• Empirical Evaluations of Seed Set Selection Strategies for Predictive CodingChristian J. Mahoney, Nathaniel Huber-Fliflet, Katie Jensen, Haozhen Zhao, Robert Neary, Shi Ye. 3292-3301 [doi]
• Break up the Family: Protocols for Efficient Recall-Oriented Retrieval Under Legally-Necessitated Dual ConstraintsJeremy Pickens, Thomas C. Gricks, Andrew Bye. 3302-3309 [doi]
• Technology Assisted Review of Images using Machine VisionThanasis Schoinas, Diba Esbati. 3310-3316 [doi]
• Empirical Study of Deep Learning for Text Classification in Legal Document ReviewFusheng Wei, Han Qin, Shi Ye, Haozhen Zhao. 3317-3320 [doi]
• Adapting to Access Locality via Live Data Migration in Globally Distributed DatastoresAleksey Charapko, Ailidani Ailijiang, Murat Demirbas. 3321-3330 [doi]
• Skew-Aware Collective Communication for MapReduce ShufflingHarunobu Daikoku, Hideyuki Kawashima, Osamu Tatebe. 3331-3340 [doi]
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• ACTOR: Active Cloud Storage with Energy-Efficient On-Drive Data ProcessingZhi Qiao, Shuwen Liang, Nandini Damera, Song Fu, Hsing-bung Chen, Michael Lang 0003. 3350-3358 [doi]
• Recurrent Movement of Relational Data Within a Hybrid CloudDaniel Bauer, Florian Froese, Luis Garcés-Erice, Sean Rooney, Peter Urbanetz. 3359-3363 [doi]
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• Adaptive Time, Monetary Cost Aware Query Optimization on Cloud Database SystemsChenxiao Wang, Zach Arani, Le Gruenwald, Laurent d'Orazio. 3374-3382 [doi]
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• Implementation of Effective Field Survey for Damaged Buildings under Harmonious Collaboration between Human and ICT - A Case Study of 2018 Hokkaido Eastern Iburi Earthquake -Munenari Inoguchi, Keiko Tamura, Kei Horie, Ryota Hamamoto, Haruo Hayashi. 3504-3509 [doi]
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• Finding Evidences by CrowdsourcingNadeesha Wijerathna, Masaki Matsubara, Atsuyuki Morishima. 3560-3563 [doi]
• A Case Study on Start-up of Dataset Construction: In Case of Recipe Named Entity CorpusYoko Yamakata, Keishi Tajima, Shinsuke Mori. 3564-3567 [doi]
• Identification of Important Images for Understanding Web PagesYing Zhong, Masaki Matsubara, Atsuyuki Morishima. 3568-3574 [doi]
• Using Cartograms to Visualize Population Normalized Big-Data SetsAnthony F. Breitzman. 3575-3580 [doi]
• Visual computation and simulation of path loss effects on tactical networks in urban canyonVenkat Dasari, Scott E. Brown, David M. Alexander, Vincent Perry, Simon Su. 3581-3584 [doi]
• Application of Comprehensive Data Analysis for Interactive, Hierarchical Views of HPC WorkloadsMatthew Dwyer, John Hwang, Alexander Shires, Jacob Cohen. 3585-3589 [doi]
• Using Big Data Analytics to Create a Predictive Model for Joint Strike FighterRyan Norman, Jason Bolin, Edward T. Powell, Sanket Amin, John Nacker. 3590-3596 [doi]
• Visually Analyzing A Billion Tweets: An Application for Collaborative Visual Analytics on Large High-Resolution DisplaySimon Su, Michael An, Vincent Perry, Jianfeng Jia, Taewoo Kim, Te-Yu Chen, Chen Li. 3597-3606 [doi]
• Visual Analytics for Real-Time Flight Behavior Threat AssessmentBo Beth Sun, Eric Zielonka, Aleksandr Fritz, Matthew Schofield, Brennan Ringel, Brendan Armstrong, Shen-Shyang Ho, Anthony F. Breitzman, Jason Snouffer, Jean Kirschner, Kimberly Davis. 3607-3612 [doi]
• A Proposal of Scalable and Performing Implementation of Algorithms forAnomaly and Community DetectionYaya Sylla, Pierre Morizet-Mahoudeaux. 3613-3621 [doi]
• Characterizing Twitter Users: : What do Samantha Cristoforetti, Barack Obama and Britney Spears Have in Common?Alessia Antelmi, Delfina Malandrino, Vittorio Scarano. 3622-3627 [doi]
• Landmark Seasonal Travel Distribution and Activity Prediction Based on Language-specific AnalysisSiya Bao, Masao Yanagisawa, Nozomu Togawa. 3628-3637 [doi]
• Is Data Collection through Twitter Streaming API Useful for Academic Research?Alina Campan, Tobel Atnafu, Traian Marius Truta, Joseph Nolan. 3638-3643 [doi]
• Will Sentiments in Comments Influence Online Video Popularity?Wei-Lun Chang. 3644-3646 [doi]
• HealthTvizer: Exploring Health Awareness in Twitter Data through Coordinated Multiple ViewsTommy Dang, Ngan V. T. Nguyen, Vung Pham. 3647-3655 [doi]
• Social Interaction ModelBenjamin Johannes Flesch. 3656-3658 [doi]
• Influence of online news features on user behavior for new mediaHsiao-Wei Hu, Yuan-Kuang Tsay, Chi-Yuan Peng. 3659-3664 [doi]
• Do the Communities We Choose Shape our Political Beliefs? A Study of the Politicization of Topics in Online Social GroupsBenjamin Kane, Jiebo Luo. 3665-3671 [doi]
• Detecting Fake Accounts on Social MediaSarah Khaled, Neamat El-Tazi, Hoda M. O. Mokhtar. 3672-3681 [doi]
• Calibrating User Bias In Sentiment Estimation From Social MediaSara Kangaslahti, Anoop Kumar. 3682-3690 [doi]
• SMAS: An Investor-Oriented Social Media Analysis System for MoviesZheng Liu, Kejia Chen, Yanwen Qu, Shuting Guo, Chi-Yu Liu, Chengbin Jia. 3691-3694 [doi]
• SMERC: Social media event response clustering using textual and temporal informationPeter Mathews, Caitlin Gray, Lewis Mitchell, Giang T. Nguyen, Nigel G. Bean. 3695-3700 [doi]
• Attributed Multi-layer Network EmbeddingZhongyue Pei, Xi Zhang, Fangwei Zhang, Binxing Fang. 3701-3710 [doi]
• Unsupervised domain-agnostic identification of product names in social media postsNicolai Pogrebnyakov. 3711-3716 [doi]
• Islands of Interest: Mining Concentrations of User Search Intent over e-Commerce Product CategoriesNeeraj Pradhan, Vinay Deolalikar, Deependra Singh. 3717-3722 [doi]
• Heatflip: Temporal-Spatial Sampling for Progressive Heat Maps on Social Media DataNiklas Stoehr, Johannes Meyer, Volker Markl, Qiushi Bai, Taewoo Kim, De-Yu Chen, Chen Li 0001. 3723-3732 [doi]
• Harnessing the Nature of Spam in Scalable Online Social Spam DetectionHailu Xu, Boyuan Guan, Pinchao Liu, William Escudero, Liting Hu. 3733-3736 [doi]
• Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation LearningStephen Bonner, John Brennan, Ibad Kureshi, Georgios Theodoropoulos, Andrew Stephen McGough, Boguslaw Obara. 3737-3746 [doi]
• Learning Embedding Space for Clustering From Deep RepresentationsParas Dahal. 3747-3755 [doi]
• Segmentation of Time Series in Improving Dynamic Time WarpingRuizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Rafal A. Angryk. 3756-3761 [doi]
• dynnode2vec: Scalable Dynamic Network EmbeddingSedigheh Mahdavi, Shima Khoshraftar, Aijun An. 3762-3765 [doi]
• Divide-and-Conquer Kronecker Product Decomposition for Memory-Efficient Graph ApproximationVenkata Suhas Maringanti, Ming Shao. 3766-3773 [doi]
• Trustworthy data processing for health analytics tasksKonstantinos Moutselos, Dimosthenis Kyriazis, Vasiliki Diamantopoulou, Ilias Maglogiannis. 3774-3779 [doi]
• Subspace Clustering of Very Sparse High-Dimensional DataHankui Peng, Nicos G. Pavlidis, Idris A. Eckley, Ioannis Tsalamanis. 3780-3783 [doi]
• Analysis of large sparse graphs using regular decomposition of graph distance matricesHannu Reittu, Lasse Leskelä, Tomi Räty, Marco Fiorucci. 3784-3792 [doi]
• Automating Relevance Banding in e-Commerce Search using Click ModelDeependra Singh, Vinay Deolalikar. 3793-3797 [doi]
• An Integrative Analysis of Time-varying Regulatory Networks From High-dimensional DataZi Wang, Yun Guo, Haijun Gong. 3798-3807 [doi]
• In-memory Blockchain: Toward Efficient and Trustworthy Data Provenance for HPC SystemsAbdullah Al Mamun, Tonglin Li, Mohammad Sadoghi, Dongfang Zhao. 3808-3813 [doi]
• Blockchain Based Provenance Sharing of Scientific WorkflowsWanghu Chen, Xiaoyan Liang, Jing Li, Hongwu Qin, Yuxiang Mu, Jianwu Wang. 3814-3820 [doi]
• A Study of Exact Ridge Regression for Big DataWanchih Chiang, Xiang Liu, Tonglin Zhang, Baijian Yang. 3821-3830 [doi]
• Big data storage technologies: a case study for web-based LiDAR visualizationDavid Deibe, Margarita Amor, Ramon Doallo. 3831-3840 [doi]
• Achieving Horizontal Scalability in Density-based Clustering for URLsAzadeh Faroughi, Reza Javidan, Marco Mellia, Andrea Morichetta 0002, Francesca Soro, Martino Trevisan. 3841-3846 [doi]
• Hoagie: A Database and Workload Generator using Published SpecificationsShahram Ghandeharizadeh, Haoyu Huang. 3847-3852 [doi]
• A Flexible-blocking Based Approach for Performance Tuning of Matrix Multiplication Routines for Large Matrices with Edge CasesMd Mosharaf Hossain, Thomas M. Hines, Sheikh Khaled Ghafoor, Sheikh Rabiul Islam, Ramakrishnan Kannan, Sreenivas R. Sukumar. 3853-3862 [doi]
• Enhancing the Scalability and Performance of Iterative Graph Algorithms on Apache StormSachini Jayasekara, Shanika Karunasekera, Aaron Harwood. 3863-3872 [doi]
• Predicting the Computational Cost of Deep Learning ModelsDaniel Justus, John Brennan, Stephen Bonner, Andrew Stephen McGough. 3873-3882 [doi]
• An efficient multi-objective genetic algorithm for cloud computing: NSGA-GTrung-Dung Le, Verena Kantere, Laurent d'Orazio. 3883-3888 [doi]
• Key based Deep Data Locality on HadoopSungchul Lee, Ju-Yeon Jo, Yoohwan Kim. 3889-3898 [doi]
• Toward Scalable Analysis of Multidimensional Scientific Data: A Case Study of Electrode ArraysYe Niu, Abdullah Al Mamun, Hui Lin, Tonglin Li, Yi Zhao, Dongfang Zhao. 3899-3904 [doi]
• Deep Learning for Enhancing Fault Tolerant Capabilities of Scientific WorkflowsAlok Singh 0004, Ilkay Altintas, Malachi Schram, Nathan R. Tallent. 3905-3914 [doi]
• Performance and Memory Trade-offs of Deep Learning Object Detection in Fast Streaming High-Definition ImagesAishwarya Srivastava, Dung Nguyen, Siddhant Aggarwal, André Luckow, Edward B. Duffy, Ken Kennedy, Marcin Ziolkowski, Amy W. Apon. 3915-3924 [doi]
• The Challenge of a Strong Speed-Up of a Bio-Medical Big Data ApplicationMarco Strutz, Bjoern Lindequist, Hermann Heßling, Achim Streit. 3925-3929 [doi]
• City-Wide Influenza Forecasting based on Multi-Source DataKun Su, Yu Xiong, Li Qi, Yu Xia, Baisong Li, Lin Yang, Qin Li, Wenge Tang, Xian Li, Xiaowen Ruan, Shaofeng Lu, Xianxian Chen, Chaobo Shen, Jiaying Xu, Liang Xu, Mei Han, Jing Xiao. 3930-3937 [doi]
• One Self-Adaptive Memory Scheduling Algorithm for the Shuffle Process in Spark PlatformJungang Xu, Shanshan Huang, Renfeng Liu, Pengfei Li. 3938-3946 [doi]
• Multi-Channel Large Network Simulation Including Adversarial ActivityJoseph A. Cottam, Sumit Purohit, Patrick Mackey, George Chin Jr.. 3947-3950 [doi]
• Trimming the Hairball: Edge Cutting Strategies for Making Dense Graphs UsableDarren Edge, Jonathan Larson, Markus Mobius, Christopher White. 3951-3958 [doi]
• *Kiran Karra, Samarth Swarup, Justus Graham. 3959-3967 [doi]
• Using Web-Scale Graph Analytics to Counter Technical Support ScamsJonathan Larson, Bryan Tower, Duane Hadfield, Darren Edge, Christopher White. 3968-3971 [doi]
• A Chronological Edge-Driven Approach to Temporal Subgraph IsomorphismPatrick Mackey, Katherine Porterfield, Erin Fitzhenry, Sutanay Choudhury, George Chin Jr.. 3972-3979 [doi]
• Filtering Methods for Subgraph Matching on Multiplex NetworksJacob D. Moorman, Qinyi Chen, Thomas K. Tu, Zachary M. Boyd, Andrea L. Bertozzi. 3980-3985 [doi]
• Statistical Methods for Generating Synthetic Email Data SetsKarolyn O. Babalola, Otis B. Jennings, Esteban Urdiales, James A. DeBardelaben. 3986-3990 [doi]
• From Gamergate to FIFA: Identifying Polarized Groups in Online Social MediaDana Warmsley, JieJun Xu, Tsai-Ching Lu. 3991-3995 [doi]
• RECUT: RE-Compressing partially Unordered TreesStefan Böttcher, Rita Hartel. 3996-4005 [doi]
• Scalability Analysis of Cluster-based Betweenness Computation in Large Weighted GraphsAndrea Castiello, Gianmarco Fucci, Angelo Furno, Eugenio Zimeo. 4006-4015 [doi]
• Automatic Hierarchical Clustering of Static Call Graphs for Program ComprehensionGharib Gharibi, Rakan Alanazi, Yugyung Lee. 4016-4025 [doi]
• Mobility Optimization on Cyber Physical System via Multiple Object Tracking and Mathematical ProgrammingNozomi Hata, Takashi Nakayama, Akira Tanaka, Takashi Wakamatsu, Akihiro Yoshida, Nariaki Tateiwa, Yuri Nishikawa, Jun Ozawa, Katsuki Fujisawa. 4026-4035 [doi]
• PatBinQL: a compact, inference-enabled query language for RDF stream processingJérémy Lhez, Badre Belabbess, Olivier Curé. 4036-4044 [doi]
• BiasedWalk: Biased Sampling for Representation Learning on GraphsDuong Nguyen, Fragkiskos D. Malliaros. 4045-4053 [doi]
• Single-Source Shortest Path Tree for Big Dynamic GraphsSara Riazi, Sriram Srinivasan 0001, Sajal K. Das, Sanjukta Bhowmick, Boyana Norris. 4054-4062 [doi]
• Social-Based Classification of Multiple Interactions in Dynamic Attributed NetworksThiago H. P. Silva, Alberto H. F. Laender, Pedro O. S. Vaz de Melo. 4063-4072 [doi]
• Ethical Implications of the General Data Protection Directive for Virtual Personal Marketing AssistantsBogdan Hoanca, Christina McDowell Marinchak, Edward Forrest. 4073-4080 [doi]
• pRNN: A Recurrent Neural Network based Approach for Customer Churn Prediction in Telecommunication SectorJinlong Hu, Yi Zhuang, Jiang Yang, Lei Lei, Minjie Huang, Runchao Zhu, Shoubin Dong. 4081-4085 [doi]
• Know your customer: Detection of Customer Experience (CX) in Social Platforms using Text CategorizationLeonardo Kuffo, Carmen Vaca, Edgar Izquierdo, Juan Carlos Bustamante. 4086-4094 [doi]
• Enhancing Talent Search by Integrating and Querying Big HR DataOtman Manad, Mehdi Bentounsi, Patrice Darmon. 4095-4100 [doi]
• Whales, Dolphins, or Minnows? Towards the Player Clustering in Free Online Games Based on Purchasing Behavior via Data Mining TechniqueWanshan Yang, Gemeng Yang, Ting Huang, Lijun Chen 0001, Youjian Eugene Liu. 4101-4108 [doi]
• Restricted Boltzmann Machines for Recommender Systems with Implicit FeedbackFan Yang, Ying Lu. 4109-4113 [doi]
• The Impact of Antidumping Protection Against China: Evidence From Traditional And New Antidumping UsersLin Huo, Qin Bao, Xiaoning Cui. 4114-4120 [doi]
• Prediction of Movie Playback Based on Ordinal Support Vector Machine ClassificationFuxin Jiang, Wei Shang. 4121-4126 [doi]
• Research on the Evolution of the Influence of Opinion Leaders in Social Networking Sites Taking Zhihu.com as an ExampleChenxiao Jin, Bo Liu, Wei Qi, Juan Qin. 4127-4134 [doi]
• Massive Text Mining for Abnormal Market Trend DetectionYing Li, Ting Jin, Meng Xi, Shengpeng Liu, Zhiling Luo. 4135-4141 [doi]
• Finding Skill Similarity Matrix Utilizing Expert Recommended Skill ClustersMichael Peran, Brian Johnston, Pankaj Srivastava. 4142-4147 [doi]
• A Comparative Study of LSTM and DNN for Stock Market ForecastingDev Shah, Wesley Campbell, Farhana H. Zulkernine. 4148-4155 [doi]
• Forecasting Crude Oil Prices Based on An Internet Search Driven ModelRui Tao, Xun Zhang, Lin Zhao. 4156-4161 [doi]
• Predicting Stock Price Trend Using Candlestick Chart Blending TechniqueYoshihisa Udagawa. 4162-4168 [doi]
• Research on User Consumption Behavior Prediction Based on Improved XGBoost AlgorithmXingfen Wang, Xiangbin Yan, Yangchun Ma. 4169-4175 [doi]
• Application of LSTM Neural Network for Urban Road Diseases Trend ForecastingLinglan Zhang, Weina Meng, Ailin Chen, Mei Mei, Ying Liu. 4176-4181 [doi]
• Linking an Asset and a Domain Specific Ontology for a Simple Asset TimeSeries ApplicationCharbel El Kaed, Victor Danilchenko, François Delpech, John Brodeur, Alexis Radisson. 4182-4188 [doi]
• Towards Semantically Enhanced Digital TwinsEvgeny Kharlamov, Francisco Martín-Recuerda, Brandon Perry, David Cameron, Roar Fjellheim, Arild Waaler. 4189-4193 [doi]
• Simulation-ready digital twin for realtime management of logistics systemsBenjamin Korth, Christian Schwede, Markus Zajac. 4194-4201 [doi]
• Data-driven Digital Twin approach for process optimization: an industry use caseNenad Stojanovic, Dejan Milenovic. 4202-4211 [doi]
• Feeding the Digital Twin: Basics, Models and Lessons Learned from Building an IoT Analytics Toolbox (Invited Talk)Dominik Riemer. 4212 [doi]
• Continuous real-time anomaly detection in the flexible production: D2Lab-based use caseNenad Stojanovic, Milan Jovic. 4213-4222 [doi]
• Representing Industrial Data Streams in Digital Twins using Semantic LabelingPhilipp Zehnder, Dominik Riemer. 4223-4226 [doi]
• A Low-Overhead Integrity Verification for Big Data TransfersEngin Arslan, Ahmed Alhussen. 4227-4236 [doi]
• Scaling Collaborative Filtering with PETScAlister Johnson. 4237-4244 [doi]
• Untangling Mathematical Knots with Simulated Annealing and Opposition-Based LearningJuan Lin, Hui Zhang 0006. 4245-4253 [doi]
• Integrated HPC Scheduler Data Processing Workflow using Apache ZeppelinFang Cherry Liu, Yuanjie Sun, Adele Yunlan Sun, Weijia Xu. 4254-4260 [doi]
• Performance Analysis of Divide-and-Conquer strategies for Large scale Simulations in RRanjini Subramanian, Hui Zhang. 4261-4267 [doi]
• Scalable Record LinkageLuke Wolcott, William Clements, Prasad Saripalli. 4268-4275 [doi]
• Enabling User Driven Big Data Application on Remote Computing ResourcesWeijia Xu, Ruizhu Huang, Yige Wang. 4276-4284 [doi]
• 3D Reconstruction of Plant Leaves for High-Throughput PhenotypingFeiyu Zhu, Suresh Thapa, Tiao Gao, Yufeng Ge, Harkamal Walia, Hongfeng Yu. 4285-4293 [doi]
• Cross-Domain Hashtag Recommendation and Story Revelation in Social MediaMahsa Badami, Olfa Nasraoui. 4294-4303 [doi]
• Exploring Bias in the US Electoral College System via Big-Data SimulationAnthony F. Breitzman. 4304-4312 [doi]
• Evaluating Researchers through Betweenness Centrality Measures of Co-Author Networks from Academic Literature Database : Finding Gatekeeper Researchers in Organizational ResearchMasanori Fujita, Kenta Ishido, Hiroto Inoue, Takao Terano. 4313-4320 [doi]
• Content-based Classification of Political Inclinations of Twitter UsersMarco Di Giovanni, Marco Brambilla 0001, Stefano Ceri, Florian Daniel, Giorgia Ramponi. 4321-4327 [doi]
• Analysis of the Influence of Internet TV Station on Wikipedia Page ViewsHiroshi Hayano, Masanori Takano, Soichiro Morishita, Mitsuo Yoshida, Kyoji Umemura. 4328-4332 [doi]
• Analysis of User Dwell Time on Non-News PagesRyosuke Homma, Keiichi Soejima, Mitsuo Yoshida, Kyoji Umemura. 4333-4338 [doi]
• The Influence of Social Media Writing on Online Search Behavior for Seasonal Topics: The Sociophysics ApproachYasuko Kawahata, Nozomi Okano, Masaru Higashi, Toshimichi Wakabayashi, Akira Ishii. 4339-4345 [doi]
• Triadic Social Structure Facilitates Backing for Crowdfunding ProjectsYutaka Nakai, Hiroki Takikawa. 4346-4351 [doi]
• UFO_Tracker: Visualizing UFO sightingsVinh T. Nguyen, Vung Pham, Tommy Dang. 4352-4359 [doi]
• Identifying Tips Web Sites of a Specific Query based on Search Engine Suggests and the Topic DistributionYohei Ohkawa, Shuto Kawabata, Chen Zhao, Wenbin Niu, Youchao Lin, Takehito Utsuro, Yasuhide Kawada. 4360-4366 [doi]
• Simulation of Volatility Trading using Nikkei Stock Index Option based on Stock Bulletin BoardKodai Sasaki, Yui Hirose, Eiichi Umehara, Hirohiko Suwa, Yuki Ogawa, Tatsuo Yamashita, Kota Tsubouchi. 4367-4374 [doi]
• Analysis of Bias in Gathering Information Between User Attributes in News ApplicationYoshifumi Seki, Mitsuo Yoshida. 4375-4382 [doi]
• Analysis of Information Polarization During Japan's 2017 ElectionShohei Usui, Mitsuo Yoshida, Fujio Toriumi. 4383-4386 [doi]
• Discovery of User Preferences from Big Geospatial Data Using Topic ModelsMichiharu Yamashita, Shota Katsumata, Yusuke Fukasawa. 4387-4392 [doi]
• The Alt-Right and Global Information WarfareEmmi Bevensee, Alexander Reid Ross. 4393-4402 [doi]
• Trustworthiness of Citizen Journalists Videos from the Perspective of Archival ScienceHoda Hamouda. 4403-4407 [doi]
• Real World Examples Suggest a Path to Automated Mitigation of DisinformationBrian Isle, Tyler Smith. 4408-4412 [doi]
• Multiple Time-Series Data Analysis for Rumor Detection on Social MediaChandra Mouli Madhav Kotteti, Xishuang Dong, Lijun Qian. 4413-4419 [doi]
• Leveraging Archival Theory to Develop A Taxonomy of Online DisinformationVictoria Lemieux, Tyler D. Smith. 4420-4426 [doi]
• Political Warfare: Competition in the Cyber EraAntonios Nestoras. 4427-4436 [doi]
• The strategic need to understand online memes and modern information warfare theoryGreg Rowett. 4437-4442 [doi]
• Fake News: A Method to Measure Distance from FactChar Sample, Connie Justice, Emily Darraj. 4443-4452 [doi]
• Countering Inside Threat Actors in Algorithm-Based MediaTyler D. Smith. 4453-4459 [doi]
• Unsupervised Domain Adaptation with Generative Adversarial Networks for Facial Emotion RecognitionYingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li. 4460-4464 [doi]
• A Bayesian LSTM Model to Evaluate the Effects of Air Pollution Control Regulations in ChinaYang Han, Jacqueline C. K. Lam, Victor O. K. Li. 4465-4468 [doi]
• In Search of A Better Land: Would People Move to A Country with Better Air Quality? A Global Survey Based on Twitter DataZhiyi Lu, Jacqueline C. K. Lam, Victor O. K. Li, Yang Han, Zafar Gilani. 4469-4474 [doi]
• Guiding the Data Learning Process with Physical Model in Air Pollution InferenceRui Ma, Xiangxiang Xu 0001, Yue Wang, Hae Young Noh, Pei Zhang, Lin Zhang. 4475-4483 [doi]
• Optimization of Urban Heating Network Design Using Genetic AlgorithmAndong Wang, Victor O. K. Li, Jacqueline C. K. Lam. 4484-4487 [doi]
• PM2.5 Forecasting Using Pre-trained ComponentsMing-Chuan Yang, Meng Chang Chen. 4488-4491 [doi]
• Big data and smat city planning: The case of Owl Bus in SeoulSounman Hong, Youngrok Kim, Jeongin Park. 4492-4500 [doi]
• Consolidating billions of Taxi rides with AWS EMR and Spark in the Cloud : Tuning, Analytics and Best PracticesAlex Kaplunovich, Yelena Yesha. 4501-4507 [doi]
• A three-step agglomerated Machine Learning: An alternative to Weibull Defect Analysis of Rail InfrastructureAhmed Lasisi, Emmanuel Nii Martey, Dominique Guillot, Nii O. Attoh-Okine. 4508-4515 [doi]
• Review : The Potential Use of Blockchain Technology in Railway Applications: An Introduction of a Mobility and Speech Recognition PrototypeFeras Naser. 4516-4524 [doi]
• Deep Reinforcement Learning Approach for Train Rescheduling Utilizing Graph TheoryMitsuaki Obara, Takehiro Kashiyama, Yoshihide Sekimoto. 4525-4533 [doi]
• A Software Framework for Cluster Lifecycle Analysis in TransportationIvens Portugal, Paulo S. C. Alencar, Donald D. Cowan. 4534-4539 [doi]
• Towards Encrypting Industrial Data on Public Distributed NetworksJ. D. Preece, J. M. Easton. 4540-4544 [doi]
• Evidence Fusion for Malicious Bot Detection in IoTMoitrayee Chatterjee, Akbar Siami Namin, Prerit Datta. 4545-4548 [doi]
• A Survey of Privacy Concerns in Wearable DevicesPrerit Datta, Akbar Siami Namin, Moitrayee Chatterjee. 4549-4553 [doi]
• Unleashing the Power of Hashtags in Tweet Analytics with Distributed Framework on Apache StormVibhuti Gupta, Rattikorn Hewett. 4554-4558 [doi]
• Detect Hidden Road Hazards combining Multiple Social Media DataFang Jin, Hongchao Liu. 4559-4560 [doi]
• A Multi-variable Stacked Long-Short Term Memory Network for Wind Speed ForecastingSisheng Liang, Long Nguyen, Fang Jin. 4561-4564 [doi]
• IoTViz: Visualizing emerging topics in the internet of thingsVung Pham, Vinh T. Nguyen, Tommy Dang. 4569-4576 [doi]
• Predicting customer behaviors on energy consumption: Why past usage data are not enough?Supadchaya Puangpontip, Rattikorn Hewett. 4577-4581 [doi]
• Towards Prediction of Security Attacks on Software Defined Networks: A Big Data Analytic ApproachEmre Unal, Sonali Sen Baidya, Rattikorn Hewett. 4582-4588 [doi]
• Defending SDN-based IoT Networks Against DDoS Attacks Using Markov Decision ProcessJianjun Zheng, Akbar Siami Namin. 4589-4592 [doi]
• Adaptive Query Re-ranking Based on ImageGraph for Image RetrievalHaonan Fan, Hai-Miao Hu, Rong Wang, Yugui Zhang. 4593-4599 [doi]
• Watermarking Based Data Spoofing Detection Against Speech Synthesis and Impersonation with Spectral Noise PerturbationXuping Huang. 4600-4604 [doi]
• Salient Object Detection with Convex Hull OverlapYongQing Liang. 4605-4612 [doi]
• Improve Cross-Domain Face Recognition with IBN-blockYangchun Qing, Yafei Zhao, Yongjie Shi, Dan Chen, Yining Lin, Yao Peng. 4613-4618 [doi]
• AutoHighlight : Automatic Highlights Detection and Segmentation in Soccer MatchesKaiyu Tang, Yixin Bao, Zhijian Zhao, Liang Zhu, Yining Lin, Yao Peng. 4619-4624 [doi]
• Is Re-ranking Useful for Open-set Person Re-identification?Hongsheng Wang, ShengCai Liao, Zhen Lei, Yang Yang. 4625-4631 [doi]
• Image Quality Assessment Based on BIQI with Gray BeepWeipeng Wu, Chaoqun Hong, Yong Xie, Liang Chen. 4632-4639 [doi]
• Evenly Cascaded Convolutional NetworksChengxi Ye, Chinmaya Devaraj, Michael Maynord, Cornelia Fermüller, Yiannis Aloimonos. 4640-4647 [doi]
• PepAls: Performance Prediction and Algorithm Selection Framework for Data Mining ApplicationsMingyu You, Xuanhui Xu, Zheng Wang. 4648-4657 [doi]
• Improving the Optical Flow Accuracy Based on the Total Variation of Local-Global methodYugui Zhang, Haonan Fan, Jin Zheng, Chi Zhang. 4658-4664 [doi]
• Semi-Supervised Dictionary Learning Based on Atom Graph RegularizationXiaoqin Zhang, Qianqian Liu, Di Wang, Jie Hu, Nannan Gu, Tianhao Wang. 4665-4671 [doi]
• Semi-automatic Data Annotation Tool for Person Re-identification Across Multi CamerasTianyi Zhao, ShengCai Liao, Zhen Lei. 4672-4677 [doi]
• Hierarchical Bayesian Modeling for Clustering Sparse Sequences in the Context of User Profiling in Customer Loyalty ProgramIshani Chakraborty. 4678-4683 [doi]
• Financial Networks: A Study of the Toronto Stock ExchangeDhanya Jothimani, Can Kavaklioglu, Ayse Basar. 4684-4691 [doi]
• Subscription and Redemption Prediction in Mutual Funds Using Machine Learning TechniquesMorteza Mashayekhi, Iman Rezaeian, Annie Z. Zhang, Jonathan Anders. 4692-4697 [doi]
• FinanViz: Visualizing Emerging Topics in Financial NewsNgan V. T. Nguyen, Vinh T. Nguyen, Vung Pham, Tommy Dang. 4698-4704 [doi]
• Predicting the Effects of News Sentiments on the Stock MarketDev Shah, Haruna Isah, Farhana H. Zulkernine. 4705-4708 [doi]
• Predicting Stock Price Trend Using Candlestick Chart Blending TechniqueYoshihisa Udagawa. 4709-4715 [doi]
• Applied attention-based LSTM neural networks in stock predictionLi-Chen Cheng, Yu-Hsiang Huang, Mu-En Wu. 4716-4718 [doi]
• Classification of "Hot News" for Financial Forecast Using NLP TechniquesSavas Yildirim, Dhanya Jothimani, Can Kavaklioglu, Ayse Basar. 4719-4722 [doi]
• CompactNet: High Accuracy Deep Neural Network Optimized for On-Chip ImplementationAbhinav Goel, Zeye Liu, Ronald D. Blanton. 4723-4729 [doi]
• Optimizing Radial Basis Function Kernel on OpenCL FPGA PlatformZheming Jin, Hal Finkel. 4730-4735 [doi]
• Bob Jenkins Lookup3 Hash Function on OpenCL FPGA PlatformZheming Jin, Hal Finkel. 4736-4741 [doi]
• FRLDM: Empowering K-nearest Neighbor (KNN) through FPGA-based Reduced-rank Local Distance MetricAshkan Samiee, Yinjie Huang, Yu Bai. 4742-4746 [doi]
• A study on modeling using big data and deep learning method for failure diagnosis of systemChung-Ki Seo, Jun-Ha Kim, Soon-Youl Kwon. 4747-4751 [doi]
• Parallel Sampling-Pipeline for Indefinite Stream of Heterogeneous Graphs using OpenCL for FPGAsMuhammad Usman Tariq, Fahad Saeed. 4752-4761 [doi]
• Virtual Touch-Point: Trans-Domain Behavioral Targeting via Transfer LearningMori Kurokawa, Hao Niu, Kei Yonekawa, Arei Kobayashi, Daichi Amagata, Takuya Maekawa, Takahiro Hara. 4762-4767 [doi]
• PROPS: Probabilistic personalization of black-box sequence modelsMichael Thomas Wojnowicz, Xuan Zhao. 4768-4774 [doi]
• K-nearest Neighbor Search by Random Projection ForestsDonghui Yan, Yingjie Wang, Jin Wang, Honggang Wang, Zhenpeng Li. 4775-4781 [doi]
• Analyzing False Positive Source Code Vulnerabilities Using Static Analysis ToolsFoteini Cheirdari, George Karabatis. 4782-4788 [doi]
• Identifying Bipartite Subgraphs for Community Detection in Very Large Scale Cyber NetworksHarsha Deshmukh, John Springer. 4789-4797 [doi]
• A Framework for Making Effective Responses to CyberattacksNichoalas E. Herald, Michael W. David. 4798-4805 [doi]
• Determining Viability of Deep Learning on Cybersecurity Log AnalyticsCasey Lorenzen, Rajeev Agrawal, Jason King. 4806-4811 [doi]
• Data Security and Privacy Protection in Public CloudYue Shi. 4812-4819 [doi]
• Reputation-Aware Data Fusion and Malicious Participant Detection in Mobile CrowdsensingYujian Charles Tang, Samia Tasnim, Niki Pissinou, S. S. Iyengar, Abdur R. Shahid. 4820-4828 [doi]
• Robustness of Compressed Convolutional Neural NetworksArie Wahyu Wijayanto, Jun Jin Choong, Kaushalya Madhawa, Tsuyoshi Murata. 4829-4836 [doi]
• A Comparative Analysis of Large-scale Network Visualization ToolsMd Abdul Motaleb Faysal, Shaikh Arifuzzaman. 4837-4843 [doi]
• A Path to Big Data ReadinessClaire C. Austin. 4844-4853 [doi]
• Query Answering On Uncertain Big RDF Data Using Apache Spark FrameworkSalima Benbernou, Mourad Ouziri. 4854-4860 [doi]
• Applications of Sequence to Sequence Models for Technical Support AutomationGhodrat Aalipour, Pranav Kumar, Santosh Aditham, Trung Nguyen, Aditya Sood. 4861-4869 [doi]
• Fuzzy-Based Conversational Recommender for Data-intensive Science Gateway ApplicationsArjun Ankathatti Chandrashekara, Radha Krishna Murthy Talluri, Sai Swathi Sivarathri, Reshmi Mitra, Prasad Calyam, Kerk Kee, Satish Nair. 4870-4875 [doi]
• Affective Natural Language Generation by Phrase InsertionTomasz Dryjanski, Pawel Bujnowski, Hyungtak Choi, Katarzyna Podlaska, Kamil Michalski, Katarzyna Beksa, Pawel Kubik. 4876-4882 [doi]
• Towards Edge-Cloud ComputingHuaglory Tianfield. 4883-4885 [doi]
• Domain-specific Topic Model for Knowledge Discovery through Conversational Agents in Data Intensive Scientific CommunitiesYuanxun Zhang, Prasad Calyam, Trupti Joshi, Satish Nair, Dong Xu 0002. 4886-4895 [doi]
• American Sign Language Recognition using Deep Learning and Computer VisionKshitij Bantupalli, Ying Xie. 4896-4899 [doi]
• Resource Optimization for Circuit Simulation using Machine LearningGangotree Chakma, Shaan Awasthi. 4900-4905 [doi]
• MCDD: Multi-class Distribution Model for Large Scale ClassificationMayanka Chandrashekar, Yugyung Lee. 4906-4914 [doi]
• A New Approach for Automated Feature SelectionAndreas Gocht, Christoph Lehmann, Robert Schöne. 4915-4920 [doi]
• Energy Anomaly Detection with Forecasting and Deep LearningKeith Hollingsworth, Kathryn Rouse, Jin Cho, Austin Harris, Mina Sartipi, Sevin Sozer, Bryce Enevoldson. 4921-4925 [doi]
• Learning and Multi-Objective Optimization for Automatic Identity LinkageLeila Jalali, Misbah Khan, Rahul Biswas. 4926-4931 [doi]
• An Approach to Automatically Extract Predictive Properties from Nominal Attributes in Relational DatabasesValentin Kassarnig, Franz Wotawa. 4932-4939 [doi]
• Toward Efficient Automation of Interpretable Machine LearningBoris Kovalerchuk, Nathan Neuhaus. 4940-4947 [doi]
• Classification of Various Daily Activities using Convolution Neural Network and SmartwatchMin-Cheol Kwon, Hanjong You, Jeongung Kim, Sunwoong Choi. 4948-4951 [doi]
• Algorithm Selection for Classification Problems via Cluster-based Meta-featuresDaren Ler, Hongyu Teng, Yu He, Rahul Gidijala. 4952-4960 [doi]
• New Profile Recommendation Approach Based on Multi-Criteria AlgorithmTarek Menouer, Patrice Darmon. 4961-4966 [doi]
• Automatic Hyperparameter Tuning of Machine Learning Models under Time ConstraintsZhen Wang, Mulya Agung, Ryusuke Egawa, Reiji Suda, Hiroyuki Takizawa. 4967-4973 [doi]
• A Unified Analytical Framework for Trustable Machine Learning and Automation Running with BlockchainTao Wang. 4974-4983 [doi]
• ECG-based Human Authentication using High-level Spectro-temporal Signal FeaturesSara S. Abdeldayem, Thirimachos Bourlai. 4984-4993 [doi]
• Towards a data-driven behavioral approach to prediction of insider-threatSubhasree Basu, Yi Han Victoria Chua, Mei Wah Lee, Wanyu Geraldine Lim, Tomasz Maszczyk, Zheng Guo, Justin Dauwels. 4994-5001 [doi]
• Corpus and Deep Learning Classifier for Collection of Cyber Threat Indicators in Twitter StreamVahid Behzadan, Carlos Aguirre, Avishek Bose, William Hsu. 5002-5007 [doi]
• Collecting Cyber Threat Intelligence from Hacker Forums via a Two-Stage, Hybrid Process using Support Vector Machines and Latent Dirichlet AllocationIsuf Deliu, Carl Leichter, Katrin Franke. 5008-5013 [doi]
• High Performance Attack Estimation in Large-Scale Network FlowsChristopher B. Freas, Robert W. Harrison, Yuan Long. 5014-5020 [doi]
• A Hierarchical Framework to Detect Targeted Attacks using Deep Neural NetworkNahid Farhady Ghalaty, Malek Ben Salem. 5021-5026 [doi]
• Privacy Issues and Data Protection in Big Data: A Case Study Analysis under GDPRNils Gruschka, Vasileios Mavroeidis, Kamer Vishi, Meiko Jensen. 5027-5033 [doi]
• Predicting Malicious Insider Threat Scenarios Using Organizational Data and a Heterogeneous Stack-ClassifierAdam James Hall, Nikolaos Pitropakis, William J. Buchanan, Naghmeh Moradpoor. 5034-5039 [doi]
• MPMPA: A Mitigation and Prevention Model for Social Engineering Based Phishing attacks on FacebookAbid Jamil, Kashif Asif, Zikra Ghulam, Muhammad Kashif Nazir, Syed Mudassar Alam, Rehan Ashraf. 5040-5048 [doi]
• AIL - The design and implementation of an Analysis Information Leak frameworkSami Mokaddem, Gérard Wagener, Alexandre Dulaunoy. 5049-5057 [doi]
• An Evaluation of DGA ClassifiersRaaghavi Sivaguru, Chhaya Choudhary, Bin Yu, Vadym Tymchenko, Anderson C. A. Nascimento, Martine De Cock. 5058-5067 [doi]
• Defining a Metric Space of Host Logs and Operational Use CasesMiki E. Verma, Robert A. Bridges. 5068-5077 [doi]
• Fake Account Identification in Social NetworksLoredana Caruccio, Domenico Desiato, Giuseppe Polese. 5078-5085 [doi]
• Improving Machine Learning Tools with Embeddings: Applications to Big Data SecurityAlfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo. 5086-5092 [doi]
• A General Overview of Privacy-Preserving Big Data Management and Analytics Models, Methods and Techniques in Specific Domains: Static and Dynamic Distributed EnvironmentsAlfredo Cuzzocrea, Carlo Mastroianni. 5093-5100 [doi]
• Privacy-Preserving Frequent Pattern Mining from Big Uncertain DataCarson K. Leung, Calvin S. H. Hoi, Adam G. M. Pazdor, Bryan H. Wodi, Alfredo Cuzzocrea. 5101-5110 [doi]
• Parallel Mining of Correlated Heavy Hitters on Distributed and Shared-Memory ArchitecturesMarco Pulimeno, Italo Epicoco, Massimo Cafaro, Catiuscia Melle, Giovanni Aloisio. 5111-5118 [doi]
• Enhancing the Microservices Architecture for the Internet of ThingsEyhab Al-Masri. 5119-5125 [doi]
• Filesystem Front-end for Seamless Job Management in Sensitive Data e-Infrastructures and Cloud FederationAbdulrahman Azab, Hein Meling, Eivind Hovig, Antti Pursula. 5126-5131 [doi]
• Metric Indexing for Efficient Data Access in the Internet of ThingsChristian Beecks, Alexander Grass, Shreekantha Devasya. 5132-5136 [doi]
• Efficient Data Compression for IoT Devices using Huffman Coding Based TechniquesAmlan Chatterjee, Rushabh Jitendrakumar Shah, Khondker S. Hasan. 5137-5141 [doi]
• A Framework for IoT Data Acquisition and Forensics AnalysisHongmei Chi, Temilola Aderibigbe, Bobby C. Granville. 5142-5146 [doi]
• Continuous Location Statistics Sharing Algorithm with Local Differential PrivacyFatima Zahra, Yan Liu. 5147-5152 [doi]
• Internet of Things Big Data Analytics: The Case of Noise Level Measurements at the Roskilde Music FestivalTor-Morten Grønli, Benjamin Flesch, Raghava Rao Mukkamala, Ravi Vatrapu, Sindre Klavestad, Herman Bergner. 5153-5158 [doi]
• Scheduling Stream Processing Tasks on Geo-Distributed Heterogeneous ResourcesGerrit Jansen, Ilya Verbitskiy, Thomas Renner, Lauritz Thamsen. 5159-5164 [doi]
• Utilizing Twitter Data for Early Flood Warning in ThailandKulsawasd Jitkajornwanich, Chanwit Kongthong, Nattaya Khongsoontornjaroen, Jeedapa Kaiyasuan, Siam Lawawirojwong, Panu Srestasathiern, Siwapon Srisonphan, Peerapon Vateekul. 5165-5169 [doi]
• An IoT Analytics Embodied Agent Model based on Context-Aware Machine LearningNathalia Moraes do Nascimento, Paulo S. C. Alencar, Carlos Lucena, Donald D. Cowan. 5170-5175 [doi]
• Intelligence Retrieval from a Centralized IoT NetworkDave Poortvliet, Xinli Wang. 5176-5180 [doi]
• Audio IoT Analytics for Home Automation SafetySayed Khushal Shah, Zeenat Tariq, Yugyung Lee. 5181-5186 [doi]
• IoT Devices Recognition Through Network Traffic AnalysisMustafizur R. Shahid, Gregory Blanc, Zonghua Zhang, Hervé Debar. 5187-5192 [doi]
• Governance in Adaptive Normative Multiagent Systems for the Internet of Smart Things: Challenges and Future DirectionsMarx L. Viana, Lauro Caetano, Francisco J. P. Cunha, Paulo S. C. Alencar, Carlos Lucena. 5193-5196 [doi]
• Road Damage Detection Using RetinaNetLaha Ale, Ning Zhang, Longzhuang Li. 5197-5200 [doi]
• A Deep Learning Approach for Road Damage Detection from Smartphone ImagesAbdullah Alfarrarjeh, Dweep Trivedi, Seon Ho Kim, Cyrus Shahabi. 5201-5204 [doi]
• Region-based Cycle-Consistent Data Augmentation for Object DetectionFlorian Kluger, Christoph Reinders, Kevin Raetz, Philipp Schelske, Bastian Wandt, Hanno Ackermann, Bodo Rosenhahn. 5205-5211 [doi]
• Automated Road Crack Detection Using Deep Convolutional Neural NetworksVishal Mandal, Lan Uong, Yaw Adu-Gyamfi. 5212-5215 [doi]
• Varying Adaptive Ensemble of Deep Detectors for Road Damage DetectionManikandan R, Sharath Kumar, Saima Mohan. 5216-5219 [doi]
• Road Damage Detection and Classification with Faster R-CNNWenzhe Wang, Bin Wu, Sixiong Yang, Zhixiang Wang. 5220-5223 [doi]
• Deep Proposal and Detection Networks for Road Damage Detection and ClassificationYanbo J. Wang, Ming Ding, Shichao Kan, Shifeng Zhang, Chenyue Lu. 5224-5227 [doi]
• ByoVoz Automatic Voice Condition Analysis System for the 2018 FEMH ChallengeJulián David Arias-Londoño, Jorge Andrés Gómez García, Laureano Moro-Velázquez, Juan Ignacio Godino-Llorente. 5228-5232 [doi]
• FEMH Voice Data Challenge: Voice disorder Detection and Classification using Acoustic DescriptorsChitralekha Bhat, Sunil Kumar Kopparapu. 5233-5237 [doi]
• DNN-based Approach to Detect and Classify Pathological VoiceZong-Ying Chuang, Xiao-Tong Yu, Ji-Ying Chen, Yi-Te Hsu, Zhezhuang Xu, Chi-Te Wang, Feng-Chuan Lin, Shih-Hau Fang. 5238-5241 [doi]
• The UCD System for the 2018 FEMH Voice Data ChallengeKevin Degila, Rahhal Errattahi, Asmaa El Hannani. 5242-5246 [doi]
• Parameterization of Sequence of MFCCs for DNN-based voice disorder detectionTomasz Grzywalski, Adam Maciaszek, Adam Biniakowski, Jan Orwat, Szymon Drgas, Mateusz Piecuch, Riccardo Belluzzo, Krzysztof Joachimiak, Dawid Niemiec, Jakub Ptaszynski, Krzysztof Szarzynski. 5247-5251 [doi]
• A Transfer Learning Approach for the 2018 FEMH Voice Data ChallengeKazi Aminul Islam, Daniel Pérez, Jiang Li. 5252-5257 [doi]
• A Multi-Representation Ensemble Approach to Classifying Vocal DiseasesMingxuan Ju, Zhengkai Jiang, Yufan Chen, Soumya Ray. 5258-5262 [doi]
• Diagnosing Voice Disorder with Machine LearningMinh Pham, Jing Lin, Yanjia Zhang. 5263-5266 [doi]
• Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector MachineMaryam Pishgar, Fazle Karim, Somshubra Majumdar, Houshang Darabi. 5267-5271 [doi]
• IEEE FEMH Voice Data Challenge 2018Archana Ramalingam, Sharat Kedari, Chandrasekar Vuppalapati. 5272-5276 [doi]
• Privacy-Preserving Linear Regression for Brain-Computer Interface ApplicationsAnisha Agarwal, Rafael Dowsley, Nicholas D. McKinney, Dongrui Wu, Chin-Teng Lin, Martine De Cock, Anderson C. A. Nascimento. 5277-5278 [doi]
• Detecting ECG Heartbeat Abnormalities using Artificial Neural NetworksEyhab Al-Masri. 5279-5281 [doi]
• Detecting Heart Rate Variability using Millimeter-Wave Radar TechnologyEyhab Al-Masri, Misba Momin. 5282-5284 [doi]
• Recycle.io: An IoT-Enabled Framework for Urban Waste ManagementEyhab Al-Masri, Ibrahim Diabate, Richa Jain, Ming Hoi Lam, Swetha Reddy Nathala. 5285-5287 [doi]
• A Quality-Driven Recommender System for IaaS Cloud ServicesEyhab Al-Masri, Lingwei Meng. 5288-5290 [doi]
• Machine Learning Approaches to Predict Functional Upper Extremity Use in Individuals with StrokeIbrahim Almubark, Lin-Ching Chang, Rahsaan J. Holley, iian Black, Ji Chen, Evan Chan, Alexander Dromerick, Peter S. Lum. 5291-5294 [doi]
• A Time Series Analysis of the IT Stock Market during the 2007 - 2009 RecessionShilpa Balan, Tejas Agara Chandrakumar, Sohong Chakraborty. 5295-5297 [doi]
• Privacy-Preserving User Profiling with Facebook LikesSanchya Bhagat, Keerthanaa Saminathan, Anisha Agarwal, Rafael Dowsley, Martine De Cock, Anderson C. A. Nascimento. 5298-5299 [doi]
• Spark-based Spatial Association MiningKanika Binzani, Jin Soung Yoo. 5300-5301 [doi]
• Automated Rehabilitation Exercises Assessment in Wearable Sensor Data StreamsAntonio Candelieri, Wenbin Zhang, Enza Messina, Francesco Archetti. 5302-5304 [doi]
• A Formal Methodology for Notational Analysis and Real-Time Decision Support in Sport EnvironmentGiovanni Capobianco, Umberto Di Giacomo, Francesco Mercaldo, Antonella Santone. 5305-5307 [doi]
• Debunking Active Data Management PlansJoão Cardoso, Tomasz Miksa, José Luis Borbinha. 5308-5310 [doi]
• Machine Learning and Social Media to Mine and Disseminate Big Scientific DataRanjeet Devarakonda, Michael Giansiracusa, Jitendra Kumar. 5312-5315 [doi]
• An Efficient Data Management Framework for Puerto Rico Testsite for Exploring Contamination Threats (PROTECT)Shi Dong, Zlatan Feric, Leiming Yu, David R. Kaeli, John Meeker, Ingrid Y. Padilla, José Cordero, Carmen Velez Vega, Zaira Rosario, Akram Alshawabkeh. 5316-5318 [doi]
• Measuring Mobile Applications Quality and Security in Higher EducationFausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone. 5319-5321 [doi]
• LIGHT: Enabling Instant Communication for Web Surfers with Momentary NeedsByron J. Gao, Jose A. Lopez. 5322-5324 [doi]
• Distributed Top-k Subgraph Matching in A Big GraphJianliang Gao, Chuqi Lei, Ling Tian, Yuan Ling, Zheng Chen, Bo Song. 5325-5327 [doi]
• Spring Boot based REST API to Improve Data Quality Report Generation for Big Scientific Data: ARM Data Center ExampleKavya Guntupally, Ranjeet Devarakonda, Kenneth Kehoe. 5328-5329 [doi]
• Validation and Correction of Large Security Policies: A Clustering and Access Log Based ApproachMaryem Ait El Hadj, Mohammed Erradi, Ahmed Khoumsi, Yahya Benkaouz. 5330-5332 [doi]
• Data Mining Approach to the Identification of At-Risk StudentsLi Chin Ho, Kyong Jin Shim. 5333-5335 [doi]
• Detecting and Using Buzz from Newspapers to Understand Patterns of MovementJulia Hocket, Yaguang Liu, Yifang Wei, Lisa Singh, Nathan Schneider. 5336-5338 [doi]
• Real-Time Assessment of Supercomputer Status by a Comprehensive Informative Metric through Streaming ProcessingYawei Hui, Rizwan A. Ashraf, Byung H. Park, Christian Engelmann. 5339-5341 [doi]
• Online Spammer Detection using User-Neighbor RelationshipSihyun Jeong, Chong-kwon Kim. 5342-5344 [doi]
• DRAKO: Differentially pRivate Algorithm to meet K-anonymity for Online portal serviceKangsoo Jung, Jaewon Kim, Youngjun Kim, Seog Park. 5345-5347 [doi]
• Automatic Construction of Sentiment Lexicon by Analyzing SMS BigdataSeung-Shik Kang, Minhaeng Lee. 5348-5350 [doi]
• A Study of a Scalable Distributed Stream Processing Infrastructure Using Ray and Apache KafkaKasumi Kato, Atsuko Takefusa, Hidemoto Nakada, Masato Oguchi. 5351-5353 [doi]
• Adobe Identity GraphMisbah Khan, Narayanan Krishnamoorthy, Leila Jalali, Rahul Biswas. 5354-5356 [doi]
• Nested Dolls: Towards Unsupervised Clustering of Web TablesRituparna Khan, Michael N. Gubanov. 5357-5359 [doi]
• A Study on Big Data Cluster in Smart Factory using Raspberry-PiChae-Soo Kim, Seung-Beom Son. 5360-5362 [doi]
• BRICS: Blockchain-based Resilient Information Control SystemTiffany Hyun-Jin Kim, Joshua Lampkins. 5363-5365 [doi]
• Combining Two Types of Database System for Managing Property Graph DataKazuma Kusu, Kenji Hatano. 5366-5368 [doi]
• Predicting Network Traffic Using TCP AnomaliesAlina Lazar, Kesheng Wu, Alex Sim. 5369-5371 [doi]
• Capturing Temporal Dynamics of Users' Preferences from Purchase History Big Data for Recommendation SystemChen Li, Minjia He, Mahboob Qaosar, Saleh Ahmed, Yasuhiko Morimoto. 5372-5374 [doi]
• Semi-supervised Text Regression with Conditional Generative Adversarial NetworksTao Li, Xudong Liu, Shihan Su. 5375-5377 [doi]
• Opinion Mining at Scale: A Case Study of the First Self-driving Car FatalityTao Li, Minsoo Choi, Yuntao Guo, Lei Lin. 5378-5380 [doi]
• IVAS: Facilitating Safe and Comfortable Driving with Intelligent Vehicle Audio SystemsTao Li, Kantapon Kaewtip, Jianxiong Feng, Lei Lin. 5381-5382 [doi]
• Document Information Assisted Event Trigger DetectionYingchi Liu, Quanzhi Li, Xiaozhong Liu, Luo Si. 5383-5385 [doi]
• Coding and Analytical Problems with Big Data When Conducting Research on Financial CrimesMark Lokanan. 5386-5388 [doi]
• Analyzing and Predicting the US Midterm Elections on Twitter with Recurrent Neural NetworksAntonio Lopardo, Marco Brambilla. 5389-5391 [doi]
• Improving Recommendation Diversity Across Users by Reducing Frequently Recommended ItemsSeiki Miyamoto, Takumi Zamami, Hayato Yamana. 5392-5394 [doi]
• Improving I/O Performance in Container with OverlayFSNaoki Mizusawa, Joichiro Kon, Yuya Seki, Jian Tao, Saneyasu Yamaguchi. 5395 [doi]
• Proposal of a Method for Estimating the Number of Passengers with Using Drive Recorder and Sensors Equipped in BusesHayato Nakashima, Ismail Arai, Kazutoshi Fujikawa. 5396-5398 [doi]
• iSkin Specialist - An Artificial Intelligence Aided Diagnostic Support System for DermatologyYuvraj S. Sethi, Akash R. Nambiar. 5399-5407 [doi]
• A Framework for Five Big V's of Big Data and Organizational Culture in FirmsThuan L. Nguyen. 5411-5413 [doi]
• External Content-dependent Features for Web Credibility EvaluationKazuyoshi Ootani, Hayato Yamana. 5414-5416 [doi]
• Accelerating Feature Engineering with Adaptive Partial Aggregation TreeMasafumi Oyamada. 5417-5419 [doi]
• Big Data Ingestion and Lifelong Learning ArchitectureGautam Pal, Gangmin Li, Katie Atkinson. 5420-5423 [doi]
• Another Perspective on Ensemble Methods for Automatic Keyword ExtractionStephen Lucci, James L. Cox, Tayfun Pay. 5424-5426 [doi]
• Web Traffic Prediction of Wikipedia PagesNavyasree Petluri, Eyhab Al-Masri. 5427-5429 [doi]
• Hybrid.Poly: Performance Evaluation of Linear Algebra Analytical ExtensionsMaksim Podkorytov, Michael N. Gubanov. 5430-5432 [doi]
• Pragmatics and Semantics to Connect Specific Local Laws with Public ReactionsManish Puri, Aparna S. Varde, Boxiang Dong. 5433-5435 [doi]
• Mapping Non-Linear Influence of Alloying Elements on Tensile Strength of Martensitic SteelVyacheslav N. Romanov, Jeffrey A. Hawk. 5436-5438 [doi]
• Automatic Segmentation and tagging of facts in French for automated fact-checkingEdouard Ngor Sarr, Ousmane Sall, Aminata Maiga, Lamine Faty, Reine Marie Ndéla Marone. 5439-5441 [doi]
• Data Mining Approach to the Detection of Suicide in Social Media: A Case Study of SingaporeJane H. K. Seah, Kyong Jin Shim. 5442-5444 [doi]
• Using deep learning to automatically detect talk moves in teachers'mathematics lessonsAbhijit Suresh, Tamara Sumner, Isabella Huang, Jennifer Jacobs, Bill Foland, Wayne Ward. 5445-5447 [doi]
• Visualizing High-dimensional single-cell RNA-sequencing data through multiple Random ProjectionsSotiris K. Tasoulis, Aristidis G. Vrahatis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos. 5448-5450 [doi]
• A Cloud-Based Data Gathering and Processing System for Intelligent Demand ForecastingColin K. L. Tay, Kyong Jin Shim. 5451-5453 [doi]
• Investigating Comparative Evaluation for Large DataJose Antonio Martinez Torres, Byron J. Gao. 5454-5456 [doi]
• Robust Classification of Functional and Nonfunctional Arm Movement after Stroke Using a Single Wrist-Worn Sensor DeviceTan Tran, Lin-Ching Chang, Ibrahim Almubark, Elaine M. Bochniewicz, Liqi Shu, Peter S. Lum, Alexander Dromerick. 5457-5459 [doi]
• Consideration on TV audience rating and influence of social mediaTakuya Ueoka, Akira Ishii. 5460-5461 [doi]
• A Concept-Drift Based Predictive-Analytics Framework: Application for Real-Time Solar Irradiance ForecastingJessica Wojtkiewicz, Satya Katragadda, Raju Gottumukkala. 5462-5464 [doi]
• CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big DatasetJian Wu 0006, Bharath Kandimalla, Shaurya Rohatgi, Athar Sefid, Jianyu Mao, C. Lee Giles. 5465-5467 [doi]
• Deep Neural Networks for Object EnumerationZihao Xu, Mariam Salloum. 5468-5470 [doi]
• Image-based Dietary Assessment System for Chinese ChildrenPeng Xu, Dalin Chen, Xu Liu, Jonathan Loo. 5471-5473 [doi]
• A Machine Learning Evaluation of the COMPAS DatasetHongjun Yoon. 5474 [doi]