Table of Contents

• Responsible Data ScienceLise Getoor. 1 [doi]
• Federated Recommendation SystemsYang Qiang. 1 [doi]
• Fast Privacy-Preserving Keyword Search on Encrypted Outsourced DataBryan H. Wodi, Carson K. Leung, Alfredo Cuzzocrea, S. Sourav. 1-10 [doi]
• DataCommonsRamanathan V. Guha. 1 [doi]
• Deception, Robustness and Trust in Big Data Fueled Deep Learning SystemsLing Liu. 3 [doi]
• The new science of cause and effect, with reflections on data science and artificial intelligenceJudea Pearl. 4 [doi]
• Uncertainty-Aware Opinion Inference Under Adversarial AttacksAdil Alim, Xujiang Zhao, Jin-Hee Cho, Feng Chen 0001. 6-15 [doi]
• MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient DescentKarl Bäckström, Marina Papatriantafilou, Philippas Tsigas. 16-25 [doi]
• SketchyCoreSVD: SketchySVD from Random Subsampling of the Data MatrixChandrajit Bajaj, Yi Wang, Tianming Wang. 26-35 [doi]
• Explainable Authorship Verification in Social Media via Attention-based Similarity LearningBenedikt T. Boenninghoff, Steffen Hessler, Dorothea Kolossa, Robert M. Nickel. 36-45 [doi]
• Finding Stable Clustering for Noisy Data via Structure-Aware RepresentationHuiyuan Chen, Jing Li 0002. 46-55 [doi]
• Restricted Recurrent Neural NetworksEnmao Diao, Jie Ding 0002, Vahid Tarokh. 56-63 [doi]
• Parsimonious Morpheme Segmentation with an Application to Enriching Word EmbeddingsAhmed El-Kishky, Frank F. Xu, Aston Zhang, Jiawei Han 0001. 64-73 [doi]
• A Streaming model for Generalized Rayleigh with extension to Minimum Noise FractionSoumyajit Gupta, Chandrajit Bajaj. 74-83 [doi]
• Detecting Model Changes and their Early Warning Signals Using MDL Change StatisticsSo Hirai, Kenji Yamanishi. 84-93 [doi]
• On the Global Convergence of Continuous-Time Stochastic Heavy-Ball Method for Nonconvex OptimizationWenqing Hu, Chris Junchi Li, Xiang Zhou. 94-104 [doi]
• Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling ApproachHyungsul Kim, Ahmed El-Kishky, Xiang Ren, Jiawei Han 0001. 105-114 [doi]
• On Relaxing Failing Queries over RDF DatabasesWafaa Mebrek, Badran Raddaoui, Mohamad Albilani. 115-124 [doi]
• Infinite Dropout for training Bayesian models from data streamsVan Son Nguyen, Duc-Tung Nguyen, Ngo Van Linh, Khoat Than. 125-134 [doi]
• Subspace Clustering with Active LearningHankui Peng, Nicos G. Pavlidis. 135-144 [doi]
• CTC-Attention based Non-Parametric Inference Modeling for Clinical State ProgressionRiazat Ryan, Handong Zhao, Ming Shao. 145-154 [doi]
• xSVM: Scalable Distributed Kernel Support Vector Machine TrainingRuchi Shah, Shaoshuai Zhang, Ying Lin, Panruo Wu. 155-164 [doi]
• HDMF: Hierarchical Data Modeling Framework for Modern Science Data StandardsAndrew J. Tritt, Oliver Rübel, Benjamin K. Dichter, Ryan Ly, Donghe Kang, Edward F. Chang, Loren M. Frank, Kristofer E. Bouchard. 165-179 [doi]
• Ordalia: Deep Learning Hyperparameter Search via Generalization Error Bounds ExtrapolationBenedetto Buratti, Eli Upfal. 180-187 [doi]
• Hierarchical Demand Forecasting for Factory Production of Perishable GoodsCan Chen, Yijun Wang, Guoan Huang, Hui Xiong. 188-193 [doi]
• Subsampled Information Criteria for Bayesian Model Selection in the Big Data SettingLijiang Geng, Yishu Xue, Guanyu Hu. 194-199 [doi]
• An Interactive Data Quality Test Approach for Constraint Discovery and Fault DetectionHajar Homayouni, Sudipto Ghosh, Indrakshi Ray, Michael G. Kahn. 200-205 [doi]
• Activation Ensembles for Deep Neural NetworksDiego Klabjan, Mark Harmon. 206-214 [doi]
• Online Federated Multitask LearningRui Li, Fenglong Ma, Wenjun Jiang, Jing Gao 0004. 215-220 [doi]
• Sparse Block Regression (SBR) for Big Data with Categorical VariablesXiang Liu, Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang. 221-226 [doi]
• Algorithms on Compressed Time-Evolving GraphsMichael Nelson, Sridhar Radhakrishnan, Chandra N. Sekharan. 227-232 [doi]
• Discovering Partial Periodic Spatial Patterns in Spatiotemporal DatabasesR. Uday Kiran, C. Saideep, Koji Zettsu, Masashi Toyoda, Masaru Kitsuregawa, P. Krishna Reddy. 233-238 [doi]
• Co-Representation Learning Framework For the Open-Set Data ClassificationZhuoyi Wang, Bo Dong, Yu Lin, Yigong Wang, Md Shihabul Islam, Latifur Khan. 239-244 [doi]
• Mixture-based Multiple Imputation Model for Clinical Data with a Temporal DimensionYe Xue, Diego Klabjan, Yuan Luo. 245-252 [doi]
• A discrete mathematics approach for large scale improvement in classification training timeSumedh Yadav, Mathis Bode. 253-259 [doi]
• Diagnosis of Neural Network via Backward DeductionPeifeng Yin, Lei Huang, Sunhwan Lee, Mu Qiao, Shubhi Asthana, Taiga Nakamura. 260-267 [doi]
• WiSer: A Highly Available HTAP DBMS for IoT ApplicationsRonald Barber, Adam J. Storm, Yuanyuan Tian, Pinar Tözün, Yingjun Wu, Christian Garcia-Arellano, Ronen Grosman, Guy M. Lohman, C. Mohan 0001, René Müller, Hamid Pirahesh, Vijayshankar Raman, Richard Sidle. 268-277 [doi]
• Progress-based Container Scheduling for Short-lived Applications in a Kubernetes ClusterYuqi Fu, Shaolun Zhang, Jose Terrero, Ying Mao, Guangya Liu, Sheng Li, Dingwen Tao. 278-287 [doi]
• Finding Mutual X at WeChat-Scale Social Network in Ten MinituesConghui He, Shijie Sun, Benli Li, Xiaogang Tu, Donghai Yu. 288-297 [doi]
• A Bicameralism Voting Framework for Combining Knowledge from Clients into Better PredictionYu-Tung Hsieh, Chuan-Yu Lee, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu. 298-306 [doi]
• Rapid Prototyping of Hierarchical Agglomerative Clustering Algorithms for Distributed SystemsSaiyedul Islam, Navneet Goyal, Sundar Balasubramaniam, Poonam Goyal, Achal Agarwal, Kirti Singh Rathore, Nischay Singh. 307-316 [doi]
• General-Purpose vs. Specialized Data Analytics Systems: A Game of ML & SQL ThronesEvdokia Kassela, Nikodimos Provatas, Ioannis Konstantinou, Avrilia Floratou, Nectarios Koziris. 317-326 [doi]
• D3N: A multi-layer cache for the rest of usEmine Ugur Kaynar, Mania Abdi, Mohammad Hossein Hajkazemi, Ata Turk, Raja R. Sambasivan, David Cohen, Larry Rudolph, Peter Desnoyers, Orran Krieger. 327-338 [doi]
• Auptimizer - an Extensible, Open-Source Framework for Hyperparameter TuningJiayi Liu, Samarth Tripathi, Unmesh Kurup, Mohak Shah. 339-348 [doi]
• MultiLyra: Scalable Distributed Evaluation of Batches of Iterative Graph QueriesAbbas Mazloumi, Xiaolin Jiang, Rajiv Gupta. 349-358 [doi]
• AFrame: Extending DataFrames for Large-Scale Modern Data AnalysisPhanwadee Sinthong, Michael J. Carey 0001. 359-371 [doi]
• pSPICE: Partial Match Shedding for Complex Event ProcessingAhmad Slo, Sukanya Bhowmik, Albert Flaig, Kurt Rothermel. 372-382 [doi]
• TAZeR: Hiding the Cost of Remote I/O in Distributed Scientific WorkflowsJoshua Suetterlein, Ryan D. Friese, Nathan R. Tallent, Malachi Schram. 383-394 [doi]
• Mechanism Design for An Incentive-aware Blockchain-enabled Federated Learning PlatformKentaroh Toyoda, Allan N. Zhang. 395-403 [doi]
• Novel Online Algorithms for Nonparametric Correlations with Application to Analyze Sensor DataWei Xiao. 404-412 [doi]
• Elastic Executor Provisioning for Iterative Workloads on Apache SparkDonglin Yang, Wei Rang, Dazhao Cheng, Yu Wang 0003, Jiannan Tian, Dingwen Tao. 413-422 [doi]
• Eirene: Improving Short Job Latency Performance with Coordinated Cold Data Migration and Scheduler-Aware Task CloningWei Zhou, K. Preston White, Hongfeng Yu. 423-432 [doi]
• The OTree: Multidimensional Indexing with efficient data Sampling for HPCCesare Cugnasco, Hadrien Calmet, Pol Santamaria, Raül Sirvent, Ane Beatriz Eguzkitza, Guillaume Houzeaux, Yolanda Becerra, Jordi Torres, Jesús Labarta. 433-440 [doi]
• Aves: A Decision Engine for Energy-efficient Stream Analytics across Low-power DevicesRoshan Bharath Das, Marc X. Makkes, Alexandru Uta, Lin Wang, Henri E. Bal. 441-448 [doi]
• Scaling Out Multi-Way Stream Joins using Optimized, Iterative ProbingManuel Dossinger, Sebastian Michel 0001. 449-456 [doi]
• Data Services with Bindaas: RESTful Interfaces for Diverse Data SourcesPradeeban Kathiravelu, Yusuf Nadir Saghar, Tushar Aggarwal, Ashish Sharma. 457-462 [doi]
• DataCalc: Ad-hoc Analyses on Heterogeneous Data SourcesJohannes Luong, Dirk Habich, Wolfgang Lehner. 463-468 [doi]
• Investigating Edge vs. Cloud Computing Trade-offs for Stream ProcessingPedro Silva, Alexandru Costan, Gabriel Antoniu. 469-474 [doi]
• Effectively Unified optimization for Large-scale Graph Community DetectionJianping Zeng, Hongfeng Yu. 475-482 [doi]
• SubGraph2Vec: Highly-Vectorized Tree-like Subgraph CountingLangshi Chen, Jiayu Li, Cenk Sahinalp, Madhav Marathe, Anil Vullikanti, Andrey Nikolaev, Egor Smirnov, Ruslan Israfilov, Judy Qiu. 483-492 [doi]
• NIOBE: An Intelligent I/O Bridging Engine for Complex and Distributed WorkflowsKun Feng, Hariharan Devarajan, Anthony Kougkas, Xian-He Sun. 493-502 [doi]
• NetDyna: Mining Networked Coevolving Time Series with Missing ValuesHairi, Hanghang Tong, Lei Ying. 503-512 [doi]
• G-Finder: Approximate Attributed Subgraph MatchingLihui Liu, Boxin Du, JieJun Xu, Hanghang Tong. 513-522 [doi]
• Experimental Evaluation of Bounded-Depth LSM Merge PoliciesQizhong Mao, Steven Jacobs, Waleed Amjad, Vagelis Hristidis, Vassilis J. Tsotras, Neal E. Young. 523-532 [doi]
• Generalizing Design of Support Measures for Counting Frequent Patterns in GraphsJinghan Meng, Napath Pitaksirianan, Yicheng Tu. 533-542 [doi]
• Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence ApproachNikhil Muralidhar, Sathappan Muthiah, Kiyoshi Nakayama, Ratnesh Sharma, Naren Ramakrishnan. 543-552 [doi]
• Semi-supervised Learning over Streaming Data using MOAMinh-Huong Le Nguyen, Heitor Murilo Gomes, Albert Bifet. 553-562 [doi]
• Understanding Spatio-Temporal Urban ProcessesLais M. A. Rocha, Aline Bessa, Fernando Chirigati, Eugene OFriel, Mirella M. Moro, Juliana Freire. 563-572 [doi]
• VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable VideosLanyu Shang, Daniel Yue Zhang, Michael Wang, Dong Wang 0002. 573-582 [doi]
• CS*: Approximate Query Processing on Big Data using Scalable Join Correlated Sample SynopsisFeng Yu, Wen-Chi Hou. 583-592 [doi]
• Incremental and Adaptive Feature Exploration over Time Series StreamJingwei Zuo, Karine Zeitouni, Yehia Taher. 593-602 [doi]
• Cluster-based Computation of Exact Betweenness Centrality in Large Undirected GraphsCecile Daniel, Angelo Furno, Eugenio Zimeo. 603-608 [doi]
• Engineering a Parallel Δ-stepping AlgorithmErika Duriakova, Deepak Ajwani, Neil Hurley. 609-616 [doi]
• Approximate Querying for the Property Graph Language CypherGeorge H. L. Fletcher, Alexandra Poulovassilis, Petra Selmer, Peter T. Wood. 617-622 [doi]
• Fast Record Linkage for Company EntitiesThomas Gschwind, Christoph Miksovic, Julian Minder, Katsiaryna Mirylenka, Paolo Scotton. 623-630 [doi]
• GRADI: Towards Group Recommendation Using Attentive Dual Top-Down and Bottom-Up InfluencesZhixiang He, Chi-Yin Chow, Jia-Dong Zhang, Ning Li. 631-636 [doi]
• A Scalable Algorithm for Multi-class Support Vector Machine on Geo-Distributed DatasetsTasnim Kabir, Muhammad Abdullah Adnan. 637-642 [doi]
• Analysis of Evolutionary Behavior in Self-Learning Media Search EnginesNikki Lijing Kuang, Clement H. C. Leung. 643-650 [doi]
• Enhanced Alternate Action Recommender System Using Recurrent Patterns and Fault Detection System for Smart Home UsersPrabhat Mishra, Suresh Kumar Gudla, Amogha D. Shanbhag, Joy Bose. 651-656 [doi]
• Learning Data Transformations with Minimal User EffortMinh Pham, Craig A. Knoblock, Jay Pujara. 657-664 [doi]
• SENSE: Semantically Enhanced Node Sequence EmbeddingSwati Rallapalli, Liang Ma 0002, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham A. Bent, Christopher Simpkin. 665-670 [doi]
• Aggregate Query Prediction under Dynamic WorkloadsFotis Savva, Christos Anagnostopoulos, Peter Triantafillou. 671-676 [doi]
• IProWA: A Novel Probabilistic Graphical Model for Crowdsourcing AggregationTianqi Wang, Houping Xiao, Fenglong Ma, Jing Gao 0004. 677-682 [doi]
• Online Feature Selection with Capricious Streaming Features: A General FrameworkDi Wu, Yi He, Xin Luo 0001, Mingsheng Shang, Xindong Wu 0001. 683-688 [doi]
• Performance Optimization of SpMV on SparkKun Xie, Che-Rung Lee, Feng-Yuan Liu. 689-694 [doi]
• Deep Multi-Head Attention Network for Aspect-Based Sentiment AnalysisDanfeng Yan, Jiyuan Chen, Jianfei Cui, Ao Shan, Wenting Shi. 695-700 [doi]
• Index Based Efficient Algorithms For Closest Community SearchEsra Akbas. 701-710 [doi]
• Local Search for Group Closeness Maximization on Big GraphsEugenio Angriman, Alexander van der Grinten, Henning Meyerhenke. 711-720 [doi]
• Collaborative Ranking Tags and Items via Cross-domain RecommendationHuiyuan Chen, Jing Li 0002. 721-730 [doi]
• Collective Tensor Completion with Multiple Heterogeneous Side InformationHuiyuan Chen, Jing Li. 731-740 [doi]
• Adapted Tree Boosting for Transfer LearningWenjing Fang, Chaochao Chen, Bowen Song, Li Wang, Jun Zhou, Kenny Q. Zhu. 741-750 [doi]
• SIM: Open-World Multi-Task Stream Classifier with Integral Similarity MetricsYang Gao, Yi-Fan Li, Bo Dong, Yu Lin, Latifur Khan. 751-760 [doi]
• Feature Scoring using Tree-Based Ensembles for Evolving Data StreamsHeitor Murilo Gomes, Rodrigo Fernandes de Mello, Bernhard Pfahringer, Albert Bifet. 761-769 [doi]
• Towards Interpretable Graph Modeling with Vertex Replacement GrammarsJustus Hibshman, Satyaki Sikdar, Tim Weninger. 770-779 [doi]
• Clustered Hierarchical Entropy-Scaling Search of Astronomical and Biological DataNajib Ishaq, George Student, Noah M. Daniels. 780-789 [doi]
• Multi-step Forecasting via Multi-task LearningShayan Jawed, Ahmed Rashed, Lars Schmidt-Thieme. 790-799 [doi]
• Data Context Adaptation for Accurate Recommendation with Additional InformationHyunsik Jeon, Bonhun Koo, U Kang. 800-809 [doi]
• b-Bit Sketch Trie: Scalable Similarity Search on Integer SketchesShunsuke Kanda, Yasuo Tabei. 810-819 [doi]
• Modelling Online Comment Threads from their StartRachel Krohn, Tim Weninger. 820-829 [doi]
• Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-TimeSunWoo Lee, Qiao Kang, Sandeep Madireddy, Prasanna Balaprakash, Ankit Agrawal, Alok N. Choudhary, Richard Archibald, Wei-keng Liao. 830-839 [doi]
• Multi-layer Facial Representation Learning for Early Prediction of Septic ShockChen Lin, Julie S. Ivy, Min Chi. 840-849 [doi]
• JSCN: Joint Spectral Convolutional Network for Cross Domain RecommendationZhiwei Liu, Lei Zheng, Jiawei Zhang, Jiayu Han, Philip S. Yu. 850-859 [doi]
• Predicting Influence Probabilities using Graph Convolutional NetworksJing Liu 0024, Yudi Chen, Duanshun Li, Noseong Park, Kisung Lee, Dongwon Lee. 860-869 [doi]
• Hybrid Deep Embedding for Recommendations with Dynamic Aspect-Level ExplanationsHuanrui Luo, Ning Yang 0001, Philip S. Yu. 870-879 [doi]
• Fast Computation of Persistent Homology with Data Reduction and Data PartitioningNicholas O. Malott, Philip A. Wilsey. 880-889 [doi]
• High Dimensional Data Clustering by means of Distributed Dirichlet Process Mixture ModelsKhadidja Meguelati, Benedicte Fontez, Nadine Hilgert, Florent Masseglia. 890-899 [doi]
• Sentiment-Aware and Personalized Tour RecommendationPrarthana Padia, Kwan Hui Lim 0001, Jeffrey Cha, Aaron Harwood. 900-909 [doi]
• Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network EmbeddingZiyue Qiao, Yi Du, Yanjie Fu, Pengfei Wang, Yuanchun Zhou. 910-919 [doi]
• News Recommender System Considering Temporal Dynamics and News TaxonomyShaina Raza, Chen Ding. 920-929 [doi]
• Patient-level Classification on Clinical Note Sequences Guided by Attributed Hierarchical AttentionCansu Sen, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner. 930-939 [doi]
• RecANt: Network-based Recruitment for Active Fake News CorrectionAjitesh Srivastava, Rajgopal Kannan, Charalampos Chelmis, Viktor K. Prasanna. 940-949 [doi]
• Scalable Distributed Subtrajectory ClusteringPanagiotis Tampakis, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis. 950-959 [doi]
• Effective Utilization of External Knowledge and History Context in Multi-turn Spoken Language Understanding ModelYufan Wang, Tingting He, Rui Fan, Wenji Zhou, Xinhui Tu. 960-967 [doi]
• DeepBlue: Bi-layered LSTM for tweet popUlarity EstimationJian Wen, Zhongbao Zhang, Zichang Yin, Li Sun, Sen Su, Philip S. Yu. 968-977 [doi]
• Non-local Attention Learning on Large Heterogeneous Information NetworksYuxin Xiao, Zecheng Zhang, Carl Yang, ChengXiang Zhai. 978-987 [doi]
• DETECT: Deep Trajectory Clustering for Mobility-Behavior AnalysisMingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi. 988-997 [doi]
• ORIGIN: Non-Rigid Network AlignmentSi Zhang, Hanghang Tong, JieJun Xu, Yifan Hu, Ross Maciejewski. 998-1007 [doi]
• Towards Real Time Team OptimizationQinghai Zhou, Liangyue Li, Hanghang Tong. 1008-1017 [doi]
• Integrating Local Vertex/Edge Embedding via Deep Matrix Fusion and Siamese Multi-label ClassificationYang Zhou, Chao Jiang, Zijie Zhang, Dejing Dou, Ruoming Jin, Pengwei Wang. 1018-1027 [doi]
• BIGMAT: A Distributed Affinity-Preserving Random Walk Strategy for Instance Matching on Knowledge GraphsAli Assi 0002, Hamid Mcheick, Wajdi Dhifli. 1028-1033 [doi]
• Multimodal, Context-Aware, Feature Representation Learning for Classification and LocalizationSreyasee Das Bhattacharjee, William J. Tolone, Roy Cheria, Urmimala Sarka. 1034-1039 [doi]
• Arbitrated Dynamic Ensemble with Abstaining for Time-Series Forecasting on Data StreamsDihia Boulegane, Albert Bifet, Giyyarpuram Madhusudan. 1040-1045 [doi]
• Deep Tensor Factorization for Multi-Criteria Recommender SystemsZhengyu Chen, Sibo Gai, Donglin Wang. 1046-1051 [doi]
• motif2vec: Motif Aware Node Representation Learning for Heterogeneous NetworksManoj Reddy Dareddy, Mahashweta Das, Hao Yang. 1052-1059 [doi]
• Graph matching on social networks without any side informationCharalampos Davalas, Dimitrios Michail 0001, Iraklis Varlamis. 1060-1065 [doi]
• Pyramid: A General Framework for Distributed Similarity Search on Large-scale DatasetsShiyuan Deng, Xiao Yan, Kelvin Kai Wing Ng, Chenyu Jiang, James Cheng. 1066-1071 [doi]
• Visualization for Quality Healthcare: Patient Flow ExplorationVeronika Domova, Shiva Sander-Tavallaey. 1072-1079 [doi]
• Refining Image Search Results using Multiple AttributesTingting Dong, Shoji Nishimura, Jianquan Liu. 1080-1087 [doi]
• The Link Regression Problem in Graph StreamsBowen Dong, Charu C. Aggarwal, Philip S. Yu. 1088-1095 [doi]
• Hierarchical-Document-Structure-Aware Attention with Adaptive Cost Sensitive Learning for Biomedical Document ClassificationDandan Fang, Jinyong Zhang, Weizhong Zhao, Xiaowei Xu 0001, Xingpeng Jiang, Xiaohua Hu, Tingting He. 1096-1102 [doi]
• Metapath Enhanced Graph Attention Encoder for HINs Representation LearningYuwei Fu, Yun Xiong, Philip S. Yu, Tianyi Tao, Yangyong Zhu. 1103-1110 [doi]
• Task Failure Prediction in Cloud Data Centers Using Deep LearningJiechao Gao, Haoyu Wang, Haiying Shen. 1111-1116 [doi]
• Gossip Learning: Off the Beaten PathLodovico Giaretta, Sarunas Girdzijauskas. 1117-1124 [doi]
• Visual Anomaly Detection in Event Sequence DataShunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao. 1125-1130 [doi]
• Multi-spatial Scale Event Detection from Geo-tagged Tweet Streams via Power-law VerificationYi Han 0003, Shanika Karunasekera, Christopher Leckie, Aaron Harwood. 1131-1136 [doi]
• From Text Classification to Keyphrase Extraction for Short TextSong Eun Lee, Kang Min Kim, Woo-Jong Ryu, Jemin Park, SangKeun Lee 0001. 1137-1142 [doi]
• Enhancing Itemset Tree Rules and PerformanceJay Lewis, Ryan G. Benton, David Bourrie, Jennifer Lavergne. 1143-1150 [doi]
• 2: Unsupervised Multiple Social Network AlignmentGen Li, Li Sun, Zhongbao Zhang, Pengxin Ji, Sen Su, Philip S. Yu. 1151-1156 [doi]
• Graph Matching via Multi-Scale Heat DiffusionLin Li, Daniel L. Sussman. 1157-1162 [doi]
• Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain NetworksJiahao Liu, Guixiang Ma, Fei Jiang, Chun-Ta Lu, Philip S. Yu, Ann B. Ragin. 1163-1168 [doi]
• LATTE: Application Oriented Social Network EmbeddingLin Meng, Jiyang Bai, Jiawei Zhang. 1169-1174 [doi]
• D2D-TM: A Cycle VAE-GAN for Multi-Domain Collaborative FilteringLinh Nguyen, Tsukasa Ishigaki. 1175-1180 [doi]
• Two Problems in Knowledge Graph Embedding: Non-Exclusive Relation Categories and Zero GradientsNasheen Nur, Noseong Park, Kookjin Lee, Hyunjoong Kang, Soonhyeon Kwon. 1181-1186 [doi]
• Adaptive Deep Learning based Time-Varying Volume CompressionYu Pan, Feiyu Zhu, Tian Gao, Hongfeng Yu. 1187-1194 [doi]
• Weakly Supervised Deep Learning Approach in Streaming EnvironmentsMahardhika Pratama, Andri Ashfahani, Mohamad Abdul Hady. 1195-1202 [doi]
• Maximizing Contrasting Opinions in Signed Social NetworksKaivalya Rawal, Arijit Khan. 1203-1210 [doi]
• USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal ActivityAmila Silva, Shanika Karunasekera, Christopher Leckie, Ling Luo. 1211-1217 [doi]
• Fast Anomaly Detection in Multiple Multi-Dimensional Data StreamsHongyu Sun, Qiang He 0001, Kewen Liao, Timos Sellis, Longkun Guo, Xuyun Zhang, Jun Shen 0001, Feifei Chen. 1218-1223 [doi]
• DNA: Dynamic Social Network AlignmentLi Sun, Zhongbao Zhang, Pengxin Ji, Jian Wen, Sen Su, Philip S. Yu. 1224-1231 [doi]
• Study Group Travel Behaviour Patterns From Large-Scale Smart Card DataXiancai Tian, Baihua Zheng. 1232-1237 [doi]
• Improved Table Retrieval Using Multiple Context Embeddings for AttributesMohamed Trabelsi, Brian D. Davison 0001, Jeff Heflin. 1238-1244 [doi]
• Meta-path Reduction with Transition Probability Preserving in Heterogeneous Information NetworkXiaokai Wei, Zhiwei Liu, Lichao Sun, Philip S. Yu. 1245-1250 [doi]
• Practical End-to-End Repositioning Algorithm for Managing Bike-Sharing SystemAkihiro Yoshida, Yosuke Yatsushiro, Nozomi Hata, Tatsuru Higurashi, Nariaki Tateiwa, Takashi Wakamatsu, Akira Tanaka, Kenichi Nagamatsu, Katsuki Fujisawa. 1251-1258 [doi]
• Deep Diffusive Neural Network based Fake News Detection from Heterogeneous Social NetworksJiawei Zhang, Bowen Dong, Philip S. Yu. 1259-1266 [doi]
• Semi-supervised Classification-based Local Vertex Ranking via Dual Generative Adversarial NetsYang Zhou, Jiaxiang Ren, Sixing Wu, Dejing Dou, Ruoming Jin, Zijie Zhang, Pengwei Wang. 1267-1273 [doi]
• Interactive Visualization of Time-Varying Hyperspectral Plant Images for High-Throughput PhenotypingFeiyu Zhu, Yu Pan, Tian Gao, Harkamal Walia, Hongfeng Yu. 1274-1281 [doi]
• Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial AttacksKa Ho Chow, Wenqi Wei, Yanzhao Wu, Ling Liu 0001. 1282-1291 [doi]
• RAPID: Rapid and Precise Interpretable Decision SetsSunny Dhamnani, Dhruv Singal, Ritwik Sinha, Tharun Mohandoss, Manish Dash. 1292-1301 [doi]
• Differentially Private Robust ADMM for Distributed Machine LearningJiahao Ding, Xinyue Zhang, Mingsong Chen, Kaiping Xue, Chi Zhang, Miao Pan. 1302-1311 [doi]
• SecureGBM: Secure Multi-Party Gradient BoostingZhi-feng, Jun Huan, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, ShengWen Yang, Liping Liu. 1312-1321 [doi]
• Would a File by Any Other Name Seem as Malicious?André T. Nguyen, Edward Raff, Aaron Sant-Miller. 1322-1331 [doi]
• OPAL: High performance platform for large-scale privacy-preserving location data analyticsAxel Oehmichen, Shubham Jain, Andrea Gadotti, Yves-Alexandre de Montjoye. 1332-1342 [doi]
• Insider Threat Detection via Hierarchical Neural Temporal Point ProcessesShuhan Yuan, Panpan Zheng, Xintao Wu, Qinghua Li. 1343-1350 [doi]
• Toward Image Privacy Classification and Spatial Attribution of Private ContentHaoti Zhong, Hao Li, Anna Cinzia Squicciarini, Sarah Michele Rajtmajer, David J. Miller 0001. 1351-1360 [doi]
• DeepManner: Automatically Determining Manner of DeathEsteban Guillen, Trilce Estrada, Matthew Cain. 1361-1366 [doi]
• RAMP: Real-Time Anomaly Detection in Scientific WorkflowsJ. Dinal Herath, Changxin Bai, Guanhua Yan, Ping Yang 0002, Shiyong Lu. 1367-1374 [doi]
• FAE: A Fairness-Aware Ensemble FrameworkVasileios Iosifidis, Besnik Fetahu, Eirini Ntoutsi. 1375-1380 [doi]
• Walk2Privacy: Limiting target link privacy disclosure against the adversarial link predictionZhongyuan Jiang, Jianfeng Ma, Philip S. Yu. 1381-1388 [doi]
• Privacy Bargaining with Fairness: Privacy-Price Negotiation System for Applying Differential Privacy in Data Market EnvironmentsKangsoo Jung, Seog Park. 1389-1394 [doi]
• Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional NetworksTsubasa Takahashi. 1395-1400 [doi]
• +: Achieving Fair Data Generation and Classification through Generative Adversarial NetsDepeng Xu, Shuhan Yuan, Lu Zhang 0021, Xintao Wu. 1401-1406 [doi]
• Fast Frequent Pattern Mining without Candidate Generations on GPU by Low Latency Memory AllocationYu-Chen Wu, Mi-Yen Yeh, Tei-Wei Kuo. 1407-1416 [doi]
• Big data and traditional Chinese medicine (TCM): What's state of the art?David C. Mainenti. 1417-1422 [doi]
• Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare DataAzim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk. 1423-1431 [doi]
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• Using hospital administrative data to infer patient-patient contact via the consistent co-presence algorithmJeffrey Lienert, Felix Reed-Tsochas, Laura M. Koehly, Christopher Steven Marcum. 2756-2762 [doi]
• Analyzing Public Outlook towards Vaccination using TwitterRutuja Mahajan, William L. Romine, Michele Miller, Tanvi Banerjee. 2763-2772 [doi]
• A hybrid model using LSTM and decision tree for mortality prediction and its application in provider performance evaluationPeichang Shi, Aryya Gangopadhyay, Carolyn Owens, Brenda Blunt, Christine Grogan. 2773-2781 [doi]
• Single-cell regulatory network inference and clustering from high-dimensional sequencing dataAristidis G. Vrahatis, Georgios N. Dimitrakopoulos, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos. 2782-2789 [doi]
• The Development of Machine Learning Infused Outpatient Prognostic Models for tackling Impacts of Climate Change and ensuring Delivery of Effective Population Health ServicesJaya Shankar Vuppalapati, Santosh Kedari, Anitha Ilapakurti, Chandrasekar Vuppalapati, Sharat Kedari, Rajasekar Vuppalapati. 2790-2799 [doi]
• Enhancing Clinical Information Retrieval through Context-Aware Queries and IndicesAndrew Wen, Yanshan Wang, Vinod C. Kaggal, Sijia Liu 0002, Hongfang Liu, Jungwei Fan. 2800-2807 [doi]
• Transpose-based Integrated Data Reduction Techniques for Speeding up Classifier TrainingReham M. Alamro, Abdou S. Youssef. 2808-2816 [doi]
• Hierarchical Transfer Convolutional Neural Networks for Image ClassificationXishuang Dong, Hsiang-Huang Wu, Yuzhong Yan, Lijun Qian. 2817-2825 [doi]
• Reconstruction of Agents' Corrupted Trajectories of Collective Motion Using Low-rank Matrix CompletionKelum Gajamannage, Randy C. Paffenroth. 2826-2834 [doi]
• Autonomic Workload Change Classification and Prediction for Big Data WorkloadsMikhail Genkin, Frank Dehne. 2835-2844 [doi]
• Parallel Gradient Boosting based Granger Causality LearningPei Guo, Chen Liuy, Yan Tang, Jianwu Wang. 2845-2854 [doi]
• Modelling Wealth from Call Detail Records and Survey Data with Machine Learning: Evidence from Papua New GuineaMuhammad Rizal Khaefi, Hendrik, Dharani Dhar Burra, Rio Fandi Dianco, Dikara Maitri Pradipta Alkarisya, Muhammad Rheza Muztahid, Annissa Zahara, George Hodge, Rajius Idzalika. 2855-2864 [doi]
• One-Pass Sparsified Gaussian MixturesEric Kightley, Stephen Becker. 2865-2870 [doi]
• Personalized DeepInf: Enhanced Social Influence Prediction with Deep Learning and Transfer LearningCarson K. Leung, Alfredo Cuzzocrea, Jiaxing Jason Mai, Deyu Deng, Fan Jiang 0001. 2871-2880 [doi]
• VidAnomaly: LSTM-Autoencoder-Based Adversarial Learning for One-Class Video Classification With Multiple Dynamic ImagesShusheng Li, Wenbo He. 2881-2890 [doi]
• A novel oversampling method based on SeqGAN for imbalanced text classificationYin Luo, Haishan Feng, Xuanlong Weng, Ke Huang, Huang Zheng. 2891-2894 [doi]
• Attention-based Multi-layer Chinese Word EmbeddingBing Ma, Haifeng Sun, Jingyu Wang, Qi Qi 0001. 2895-2902 [doi]
• SWAG: Item Recommendations using Convolutions on Weighted GraphsAmit Pande, Kai Ni, Venkataramani Kini. 2903-2912 [doi]
• DQA: Scalable, Automated and Interactive Data Quality AdvisorShrey Shrivastava, Dhaval Patel, Anuradha Bhamidipaty, Wesley M. Gifford, Stuart A. Siegel, Venkata Sitaramagiridharganesh Ganapavarapu, Jayant R. Kalagnanam. 2913-2922 [doi]
• Recovery-oriented Big Data Computing for Exactly Once Message ProcessingFangchen Sun, Xiaotong Suo, Nishad Kamat, Feng Mao, Stephen Guo, Yitao Yao, Paritosh Malaviya, Kushal Bhatt, Anurag Gupta, Mridul Jain, Kannan Achan. 2923-2930 [doi]
• Averaging Ensembles Model for Forecasting of Short-term Load in Smart GridsDabeeruddin Syed, Shady S. Refaat, Haitham Abu-Rub, Othmane Bouhali, Ameema Zainab, Le Xie. 2931-2938 [doi]
• Q-Learning With Kalman FiltersKei Takahata, Takao Miura. 2939-2947 [doi]
• Informed Trading Support for the Amateur Investoron the New York Stock ExchangeT. Warren de Wit, Vineetha Menon. 2948-2955 [doi]
• RecCite: A Hybrid Approach to Recommend Potential PapersPratyush Yadav, Nikhila Remala, Nargis Pervin. 2956-2964 [doi]
• Virtual-Link Representation for Link PredictionCan Yao, Hai Huang, Longxuan Ma, Ze Yang, Lei Zhang. 2965-2974 [doi]
• Faulted Line Identification and Localization in Power System using Machine Learning TechniquesAmeema Zainab, Shady S. Refaat, Dabeeruddin Syed, Ali Ghrayeb, Haitham Abu-Rub. 2975-2981 [doi]
• An Innovative Online Process Mining Framework for Supporting Incremental GDPR Compliance of Business ProcessesRashid Zaman, Alfredo Cuzzocrea, Marwan Hassani. 2982-2991 [doi]
• Multi-task Deep Reinforcement Learning for Scalable Parallel Task SchedulingLingxin Zhang, Qi Qi 0001, Jingyu Wang, Haifeng Sun, Jianxin Liao. 2992-3001 [doi]
• Identifying Important Internet OutagesRyan Bogutz, Yuri Pradkin, John S. Heidemann. 3002-3007 [doi]
• Quantifying the Effects of Recommendation SystemsSunshine Chong, Andrés Abeliuk. 3008-3015 [doi]
• Computing as Curricular PeripheralShanni Lam, Jacob van der Leeuw, Wayne Ying, Zachary Dodds, Henry Coxe. 3016-3020 [doi]
• Detecting Fake News ArticlesJun Lin, Glenna Tremblay-Taylor, Guanyi Mou, Di You, Kyumin Lee. 3021-3025 [doi]
• Effects of Network Structure on Subjective Preference DiversityAnne Lin, Andrés Abeliuk, Emilio Ferrara. 3026-3031 [doi]
• SoMEF: A Framework for Capturing Scientific Software Metadata from its DocumentationAllen Mao, Daniel Garijo, Shobeir Fakhraei. 3032-3037 [doi]
• Low Cost Gunshot Detection using Deep Learning on the Raspberry PiAlex Morehead, Lauren Ogden, Gabe Magee, Ryan Hosler, Bruce White, George Mohler. 3038-3044 [doi]
• Group Link PredictionAndrew Stanhope, Hao Sha, Danielle Barman, Mohammad Al Hasan, George Mohler. 3045-3052 [doi]
• Paper Recommendation Based on Citation RelationWilliam Tanner, Esra Akbas, Mir Hasan. 3053-3059 [doi]
• ArchContract: using smart contracts for dispositionDanielle Alves Batista, Tim Weingärtner. 3060-3065 [doi]
• Towards a Flexible System Architecture for Automated Knowledge Base Construction FrameworksOsman Din. 3066-3071 [doi]
• Automated interpretability of linked data ontologies: : an evaluation within the cultural heritage domainNuno Freire, Sjors de Valk. 3072-3079 [doi]
• Building the National Radio Recordings Database: A Big Data Approach to Documenting Audio HeritageEmily Goodmann, Mark A. Matienzo, Shawn VanCour, William Vanden Dries. 3080-3086 [doi]
• Extending the Scope of Computational Archival Science: A Case Study on Leveraging Archival and Engineering Approaches to Develop a Framework to Detect and Prevent "Fake Video"Hoda Hamouda, Jessica Bushey, Victoria Lemieux, James Stewart, Corinne Rogers, James Cameron, Ken Thibodeau, Chen Feng. 3087-3097 [doi]
• Using Data Partitions and Stateless Servers to Scale Up Fedora RepositoriesGregory Jansen, Aaron Coburn, Adam Soroka, Richard Marciano. 3098-3102 [doi]
• Digital Legacies on Paper: Reading Punchcards with Computer VisionGregory Jansen. 3103-3108 [doi]
• Preliminary Analysis of a Large-Scale Digital Entertainment Development Archive: A Case Study of the Entertainment Technology Center's ProjectsEric Kaltman. 3109-3115 [doi]
• Enterprise Architecture - A Value Proposition for Records ProfessionalsShadrack Katuu. 3116-3125 [doi]
• Reframing Digital Curation Practices through a Computational Thinking FrameworkRichard Marciano, Danish Mir, Connor Mullane, Emery Patterson, Debashish Pradhan, James Santos, Britton Schams, Hilary Szu Yin Shiue, Andy Jose Silva, Mayhah Suri, Tahura Turabi, Sarah Agarrat, Mirielle Vasselli, Jiale Xu, Hannah Frisch, Margaret Rose Hunt, Kanishka Jain, Genevieve Kocienda, Hannah Krauss, Chenxi Liu, Mary McKinley. 3126-3135 [doi]
• An Intelligent Class: The Development Of A Novel Context Capturing Framework Supporting The Functional Auto-Classification Of RecordsNathaniel Payne. 3136-3145 [doi]
• Computational Thinking in Archival Science Research and EducationWilliam Underwood, Richard Marciano. 3146-3152 [doi]
• What Computational Archival Science Can Learn from Art History and Material Culture StudiesLyneise Williams. 3153-3155 [doi]
• Automatic Extraction of Personality from Text: Challenges and OpportunitiesNazar Akrami, Johan Fernquist, Tim Isbister, Lisa Kaati, Björn Pelzer. 3156-3164 [doi]
• Examination of Double Arbiter PUFs on Security against Machine Learning AttacksMeznah A. Alamro, Yu Zhuang, Ahmad O. Aseeri, Mohammed Saeed Alkatheiri. 3165-3171 [doi]
• Malicious URL Linkage Analysis and Common Pattern DiscoveryShin-Ying Huang, Tzu-Hsien Chuang, Shi-Meng Huang, Tao Ban. 3172-3179 [doi]
• Learning to Generate Diverse and Authentic Reviews via an Encoder-Decoder Model with Transformer and GRUKaifu Jin, Xi Zhang, Jiayuan Zhang. 3180-3189 [doi]
• Byakko: Automatic Whitelist Generation based on Occurrence Distribution of Features of Network TrafficNobuyuki Kanaya, Yu Tsuda, Yuuki Takano, Daisuke Inoue. 3190-3199 [doi]
• A Framework for Cyber Threat Intelligence Extraction from Raw Log DataMax Landauer, Florian Skopik, Markus Wurzenberger, Wolfgang Hotwagner, Andreas Rauber. 3200-3209 [doi]
• Detecting Adversary using Windows Digital ArtifactsSeng Pei Liew, Satoshi Ikeda. 3210-3215 [doi]
• Detection of Phishing websites using Generative Adversarial NetworkPierrick Robic-Butez, Thu Yein Win. 3216-3221 [doi]
• Do's and Don'ts of Distributed Intrusion Detection for Industrial Network TopologiesPeter Schneider. 3222-3231 [doi]
• Worth the Wait? Time Window Feature Optimization for Attack ClassificationCasey Wilson, Xenia Mountrouidou, Anna Little. 3232-3241 [doi]
• Framework for Healthcare Security Practice Analysis, Modeling and IncentivizationProsper Kandabongee Yeng, Bian Yang, Einar Arthur Snekkenes. 3242-3251 [doi]
• Can Machine/Deep Learning Classifiers Detect Zero-Day Malware with High Accuracy?Faranak Abri, Sima Siami-Namini, Mahdi Adl Khanghah, Fahimeh Mirza Soltani, Akbar Siami Namin. 3252-3259 [doi]
• Provenance-aware workflow for data quality management and improvement for large continuous scientific data streamsJitendra Kumar, Michael C. Crow, Ranjeet Devarakonda, Michael Giansiracusa, Kavya Guntupally, Joseph V. Olatt, Zach Price, Harold A. Shanafield, Alka Singh. 3260-3266 [doi]
• MTSAD: Multivariate Time Series Abnormality Detection and VisualizationVung Pham, Ngan Nguyen, Jie Li, Jon Hass, Yong Chen, Tommy Dang. 3267-3276 [doi]
• Comparison of Support Vector Machine and Gradient Boosting Regression Tree for Predicting Spatially Explicit Life Cycle Global Warming and Eutrophication Impacts: A case study in corn productionXiaobo Xue Romeiko, Zhijian Guo, Yulei Pang. 3277-3284 [doi]
• The Performance of LSTM and BiLSTM in Forecasting Time SeriesSima Siami-Namini, Neda Tavakoli, Akbar Siami Namin. 3285-3292 [doi]
• HackerNets: Visualizing Media Conversations on Internet of Things, Big Data, and CybersecurityHao Van, Huyen N. Nguyen, Rattikorn Hewett, Tommy Dang. 3293-3302 [doi]
• GPU-SFFT: A GPU based parallel algorithm for computing the Sparse Fast Fourier Transform (SFFT) of k-sparse signalsOswaldo Artiles, Fahad Saeed. 3303-3311 [doi]
• Parallel Hybrid Metaheuristics with Distributed Intensification and Diversification for Large-scale Optimization in Big Data Statistical AnalysisWendy K. Tam Cho, Yan Y. Liu. 3312-3320 [doi]
• Plant Event Detection from Time-Varying Point CloudsTian Gao, Jianxin Sun, Feiyu Zhu, Henry Akrofi Doku, Yu Pan, Harkamal Walia, Hongfeng Yu. 3321-3329 [doi]
• Auto-CNNp: a component-based framework for automating CNN parallelismSoulaimane Guedria, Noël De Palma, Félix Renard, Nicolas Vuillerme. 3330-3339 [doi]
• An Evaluation of RDMA-based Message Passing ProtocolsHaoyu Huang, Shahram Ghandeharizadeh. 3340-3349 [doi]
• Performance Comparison of Julia Distributed Implementations of Dirichlet Process Mixture ModelsRuizhu Huang, Weijia Xu, Yinzhi Wang, Silvia Liverani, Ann E. Stapleton. 3350-3354 [doi]
• Accelerating RNN on FPGA with Efficient Conversion of High-Level Designs to RTLZongze Li, Song Fu. 3355-3364 [doi]
• View Selection in Knot DeformationJuan Lin, Hui Zhang 0006. 3365-3372 [doi]
• Constructing Suffix Array of Next-Generation Sequencing upon In-Memory Lookup Cloud and MapReduceLi-Chen Liu, Meng-Huang Lee, Shin-Hung Chang, Ray-I Chang, Yu-Jung Chang, Jan-Ming Ho. 3373-3378 [doi]
• An "On The Fly" Framework for Efficiently Generating Synthetic Big Data SetsKarl Mason, Sadegh Vejdan, Santiago Grijalva. 3379-3387 [doi]
• Transparent In-memory Cache Management in Apache Spark based on Post-Mortem AnalysisAtsuya Nasu, Kenji Yoneo, Masao Okita, Fumihiko Ino. 3388-3396 [doi]
• A Fast Exact Viewshed Algorithm on GPUFaisal F. Qarah, Yi-Cheng Tu. 3397-3405 [doi]
• Parallelized Topological Relaxation AlgorithmGuangchen Ruan, Hui Zhang 0006. 3406-3415 [doi]
• Parallel R Computing on the WebRanjini Subramanian, Hui Zhang 0006. 3416-3423 [doi]
• Spatial-Temporal Scientific Data Clustering via Deep Convolutional Neural NetworkJianxin Sun, Chunxia Wu, Yufeng Ge, Yusong Li, Hongfeng Yu. 3424-3429 [doi]
• Parallel Training via Computation Graph TransformationFei Wang, Guoyang Chen, Weifeng Zhang, Tiark Rompf. 3430-3439 [doi]
• A Methodology for Cross-Platform, Event-Driven Big Data Analytics-as-a-ServiceClaudio Agostino Ardagna, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Rino Finazzo. 3440-3448 [doi]
• Context-Augmented Software Development in Traditional and Big Data Projects: Literature Review and Preliminary FrameworkGlaucia Melo dos Santos, Paulo S. C. Alencar, Don Cowan. 3449-3457 [doi]
• A Framework for Identifying and Prioritizing Data Analytics opportunities in Additive ManufacturingHyunseop Park, Hyunwoong Ko, Yung-Tsun T. Lee, Hyunbo Cho, Paul Witherell. 3458-3467 [doi]
• SKI: An Agile Framework for Data ScienceJeffrey Saltz, Alex Suthrland. 3468-3476 [doi]
• Achieving Agile Big Data Science: The Evolution of a Team's Agile Process MethodologyJeffrey S. Saltz, Ivan Shamshurin. 3477-3485 [doi]
• A Hybrid Approach to Dynamic Enterprise Data PlatformMehmet Selman Sezgin, Ahmet Tugrul Bayrak, Olcay Taner Ytldtz. 3486-3492 [doi]
• Real-Time Machine Learning Competition on Data Streams at the IEEE Big Data 2019Dihia Boulegane, Nedeljko Radulovic, Albert Bifet, Ghislain Fiévet, Jimin Sohn, Yeonwoo Nam, Seojeong Yu, Dong-Wan Choi. 3493-3497 [doi]
• Collaborative Streaming: Trust Requirements for Price SharingTobias Grubenmann, Daniele Dell'Aglio, Abraham Bernstein. 3498-3505 [doi]
• MLK Smart Corridor: An Urban Testbed for Smart City ApplicationsAustin Harris, Jose Stovall, Mina Sartipi. 3506-3511 [doi]
• Scalable and Reliable Multi-Dimensional Aggregation of Sensor Data StreamsSören Henning, Wilhelm Hasselbring. 3512-3517 [doi]
• TV Ad Events and Digital Search: On the Selection of Outcome MeasuresShawndra Hill, Anthony Colas, H. Andrew Schwartz, Gordon Burtch. 3518-3528 [doi]
• Image Mining for Real Time Quality Assurance in Rapid PrototypingSebastian Trinks, Carsten Felden. 3529-3534 [doi]
• A deep learning approach to trespassing detection using video surveillance dataMuzammil Bashir, Elke A. Rundensteiner, Ramoza Ahsan. 3535-3544 [doi]
• Classifying In-vehicle Noise from Multi-channel Sound Spectrum by Deep Beamforming NetworksSeok-Jun Bu, Sung-Bae Cho. 3545-3552 [doi]
• Agent-based modeling to simulate road travel using Big Data from smartphone GPS: An application to the continental United StatesSashikanth Gurram, Vijayaraghavan Sivaraman, Jonathan T. Apple, Abdul Rawoof Pinjari. 3553-3562 [doi]
• Travel Pattern Extraction from Smart Card Data using Data PolishingMio Hosoe, Masashi Kuwano, Taku Moriyama, Kosuke Miyazaki, Masaki Ito. 3563-3572 [doi]
• Using Timed Sequential Patterns in the Transportation IndustrySomayah Karsoum, Le Gruenwald, Clark Barrus, Eleazar Leal. 3573-3582 [doi]
• Personalized POI Embedding for Successive POI Recommendation with Large-scale Smart Card DataJin Young Kim, Kyunghyun Lim, Sung-Bae Cho. 3583-3589 [doi]
• Modeling Dynamic Spatial-Temporal Cluster RelationshipsIvens Portugal, Paulo S. C. Alencar, Donald D. Cowan. 3590-3598 [doi]
• Blockchain Technology as a Mechanism for Digital Railway TicketingJ. D. Preece, J. M. Easton. 3599-3606 [doi]
• Performance Benchmarking of Data Augmentation and Deep Learning for Tornado PredictionCarlos A. Barajas, Matthias K. Gobbert, Jianwu Wang. 3607-3615 [doi]
• Measuring, Quantifying, and Predicting the Cost-Accuracy TradeoffMatt Baughman, Nifesh Chakubaji, Hong Linh Truong, Krists Kreics, Kyle Chard, Ian T. Foster. 3616-3622 [doi]
• Benchmarking Discretisation Level of Continuous Attributes: Theoretical and Experimental ApproachesWanghu Chen, Chao Wang, Jing Li, Bo Yang, Yang Liu, Jianwu Wang. 3623-3631 [doi]
• Fast Stochastic Block Partitioning using a Single Commodity MachineMd Abdul Motaleb Faysal, Shaikh Arifuzzaman. 3632-3639 [doi]
• Search for K: Assessing Five Topic-Modeling Approaches to 120, 000 Canadian ArticlesQiang Fu, Yufan Zhuang, Jiaxin Gu, Yushu Zhu, Huihui Qin, Xin Guo. 3640-3647 [doi]
• Analysis and Prediction of Data Transfer Throughput for Data-Intensive WorkloadsDevarshi Ghoshal, Kesheng Wu, Eric Pouyoul, Erich Strohmaier. 3648-3657 [doi]
• Reactive Microservices in Commodity ResourcesDivya Goel, Amaresh Nayak. 3658-3665 [doi]
• GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of NoSQL Databases for Geospatial WorkloadsSuneuy Kim, Yuvraj Singh Kanwar. 3666-3675 [doi]
• An Empirical Study of Quad-Level Cell (QLC) NAND Flash SSDs for Big Data ApplicationsShuwen Liang, Zhi Qiao, Sihai Tang, Jacob Hochstetler, Song Fu, Weisong Shi, Hsing-bung Chen. 3676-3685 [doi]
• An Empirical Study of Rabin Fingerprinting ParametersPaul Lu, Owen Randall, Emma McDonald. 3686-3691 [doi]
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• An Experimental Comparison of GPU Techniques for DBSCAN ClusteringHamza Mustafa, Eleazar Leal, Le Gruenwald. 3701-3710 [doi]
• Towards a High-Level Description for Generating Stream Processing Benchmark ApplicationsAlessio Pagliari, Fabrice Huet, Guillaume Urvoy-Keller. 3711-3716 [doi]
• Mix and Rank: A Framework for Benchmarking Recommender SystemsBibek Paudel, Dragi Kocev, Tome Eftimov. 3717-3726 [doi]
• Multidimensional Preference Query Optimization on Infrastructure Monitoring SystemsYinghua Qin, Gheorghi Guzun. 3727-3736 [doi]
• A Gray-box Testing Method for Divide&Conquer in Image ProcessingMarco Strutz, Hermann Heßling, Peter Hufnagl. 3737-3743 [doi]
• GraphOpt: a Framework for Automatic Parameters Tuning of Graph Processing FrameworksMuaz Twaty, Amine Ghrab, Sabri Skhiri. 3744-3753 [doi]
• Cluster-size optimization within a cloud-based ETL framework for Big DataEftim Zdravevski, Petre Lameski, Ace Dimitrievski, Marek Grzegorowski, Cas Apanowicz. 3754-3763 [doi]
• Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learningYuto Onga, Shingo Fujiyama, Hayato Arai, Yusuke Chayama, Hitoshi Iyatomi, Kenichi Oishi. 3764-3769 [doi]
• Using Governance and Adaptive Normative Multiagent Systems for Dynamic Vehicle Platoon FormationLauro Caetano, Marx L. Viana, Elder Cirilo, Paulo S. C. Alencar, Carlos Lucena. 3770-3774 [doi]
• Towards Building an Interactive Platform for Analyzing Movement of Buses in HajjEmad A. Felemban, Faizan Ur Rehman, Asad Ali Biabani, Atif Naseer, Usama AlAbdulwahab. 3775-3778 [doi]
• Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic PredictionArman Hasanzadeh, Xi Liu 0011, Nick Duffield, Krishna R. Narayanan. 3779-3788 [doi]
• Classification of Driving Behavior Events Utilizing Kinematic Classification and Machine Learning for Down Sampled Time Series DataVikram Krishnamurthy, Kusha Nezafati, Juhyun Bae, Emre Gursoy, Mian Zhong, Vikrant Singh. 3789-3796 [doi]
• 802.11ac and p in a Simulated VANET EnvironmentMichael Lee, Beichen Yang, Travis Atkison. 3797-3802 [doi]
• Knowledge and Situation-Aware Vehicle Traffic ForecastingHao Peng, Nicholas Klepp, Mohammadhossein Toutiaee, Ismailcem Budak Arpinar, John A. Miller. 3803-3812 [doi]
• Scalable Object Tracking in Smart CitiesJose Stovall, Austin Harris, Amanda O'Grady, Mina Sartipi. 3813-3819 [doi]
• Preliminary Research on Vehicle Speed Detection using Traffic CamerasChen Wang, Aibek Musaev. 3820-3823 [doi]
• Detecting Pedestrian Crossing Events in Large Video Data from Traffic Monitoring CamerasWeijia Xu, Natalia Ruiz-Juri, Kelly Pierce, Ruizhu Huang, Joel Meyer, Jen Duthie. 3824-3831 [doi]
• Discovering High Demanding Bus Routes Using Farecard DataHongzhi Yang, Chieh-Feng Chiang, Arbee L. P. Chen. 3832-3837 [doi]
• Training-free Monocular 3D Event Detection System for Traffic SurveillanceLijun Yu, Peng Chen, Wenhe Liu, Guoliang Kang, Alexander G. Hauptmann. 3838-3843 [doi]
• Exploring the Brand Competition Patterns of China's Auto Market with Massive Sales LeadsSheng Zhang, Haoyang Che, Jiacai Zhang, Yucong Duan. 3844-3853 [doi]
• An Evaluation of RDMA-based Message Passing ProtocolsHaoyu Huang, Shahram Ghandeharizadeh. 3854-3863 [doi]
• A Technical Perspective of DataCalc - Ad-hoc Analyses on Heterogeneous Data SourcesJohannes Luong, Dirk Habich, Wolfgang Lehner. 3864-3873 [doi]
• Kafka: the Database Inverted, but Not Garbled or CompromisedSean Rooney, Peter Urbanetz, Chris Giblin, Daniel Bauer, Florian Froese, Luis Garcés-Erice, Sasa Tomic. 3874-3880 [doi]
• On the RESTful Web Services for Managing Application Virtualization EnvironmentsElif Cansu Yildiz, Engin Unal, Hakan Tüzün, Doruk Eren Aktas, Mehmet S. Aktas. 3881-3886 [doi]
• A Mobility-Driven Approach to Modeling Building EnergyAnne Berres, Piljae Im, Kuldeep R. Kurte, Melissa Allen-Dumas, Gautam S. Thakur, Jibonananda Sanyal. 3887-3895 [doi]
• The Blessing of Dimensionality in Many-Objective Search: An Inverse Machine Learning InsightAbhishek Gupta 0001, Yew-Soon Ong, Mojtaba Shakeri, Xu Chi, Allan NengSheng Zhang. 3896-3902 [doi]
• Fast Top-N Personalized Recommendation on Item GraphZhuoyi Lin, Lei Feng, Chee Keong Kwoh, Chi Xu. 3903-3908 [doi]
• Analysis of Hurricane Matthew 2016 Data to Estimate Airline Passengers DisruptionHarshitha Meda, Lauren B. Davis, Chrysafis Vogiatzis. 3909-3915 [doi]
• Estimation of Transactional Network Data Between Branch Offices using Transactional Big Data Throughout JapanYoshiki Ogawa, Yuki Akiyama, Yoshihide Sekimoto, Ryosuke Shibasaki. 3916-3924 [doi]
• Coping with Big Data in Transfer OptimizationMojtaba Shakeri, Abhishek Gupta 0001, Yew-Soon Ong, Xu Chi, Allan Zhang NengSheng. 3925-3932 [doi]
• Service Time Prediction for Last-Yard DeliveryJunxian Song, Rong Wen, Chi Xu, Joel Wei En Tay. 3933-3938 [doi]
• Performance Evaluation of Ethereum-based On-chain Sensor Data Management Platform for Industrial IoTKentaroh Toyoda, Mojtaba Shakeri, Xu Chi, Allan N. Zhang. 3939-3946 [doi]
• Ensemble kriging for environmental spatial processesGokhan Mert Yagli, Joel Wei En Tay, Dazhi Yang. 3947-3950 [doi]
• Dynamic visualization of large scale tactical network simulationsVenkat Dasari, Stephen Allen, Scott E. Brown. 3951-3954 [doi]
• Analysis of High fidelity ns-3 simulations to study real-time application performance in tactical wireless networksVenkat Dasari, David M. Alexander, Scott E. Brown, Jenmfer Brooks, Brian Panneton, Simon Su. 3955-3959 [doi]
• Leveraging Comprehensive Data Analysis to Inform Parallel HPC WorkloadsMatthew Dwyer, Nicole Kaff, Jacob Cohen, Michael Frauenhoffer. 3960-3967 [doi]
• Dynamic Collaborative Visualization Ecosystem to Support the Analysis of Large-Scale Disparate DataChristopher Koehler, Andrew Berger, Raksha Rajashekar, Thomas Wischgoll, Simon Su. 3968-3977 [doi]
• Detecting Network Soft-failures with the Network Link Outlier Factor (NLOF)Christopher Mendoza, Venkat Dasari, Michael P. McGarry. 3978-3983 [doi]
• Visualization Techniques for Large-Scale Monte Carlo SimulationVincent Perry, Wendy Gao, Michael Chen, J. Michael Barton, Simon Su. 3984-3991 [doi]
• Hybrid 2D and 3D Visual Analytics of Network Simulation DataSimon Su, Vincent Perry, Venkat Dasari. 3992-3999 [doi]
• On the Quality of Classification Models for Inferring ABAC Policies from Access LogsLuca Cappelletti, Stefano Valtolina, Giorgio Valentini, Marco Mesiti, Elisa Bertino. 4000-4007 [doi]
• Towards a Neural-Symbolic Generative Policy ModelDaniel Cunnington, Mark Law, Alessandra Russo, Elisa Bertino, Seraphin B. Calo. 4008-4016 [doi]
• Access Control Model Extensions to Support Data Privacy Protection based on GDPRMaryam Davari, Elisa Bertino. 4017-4024 [doi]
• A Policy-based Approach for Measuring Data QualityKeith Grueneberg, Seraphin B. Calo, P. Dewan, Dinesh C. Verma, Tristan O'Gorman. 4025-4031 [doi]
• Counting Devices: Revisiting Existing Approaches in Today's SettingsFranck Le, Enriquillo Valdez, Pau-Chen Cheng. 4032-4037 [doi]
• Policy based Ensembles for applying ML on Big DataDinesh C. Verma, Seraphin B. Calo, Elisa Bertino, Alessandra Russo, Graham White 0002. 4038-4044 [doi]
• Enabling Privacy Policies for mHealth StudiesBrian Wang, Mani B. Srivastava. 4045-4054 [doi]
• Mining top-up transactions and online classified ads to predict urban neighborhoods socioeconomic statusEduardo Cruz, Carmen Vaca, Allan Avendaño. 4055-4062 [doi]
• Towards Building Evacuation Planning Platform using Multimodal Transportation for a Large CrowdEmad A. Felemban, Faizan Ur Rehman, Hassan Wadood, Atif Naseer. 4063-4066 [doi]
• bench4gis: Benchmarking Privacy-aware Geocoding with Open Big DataDaniel R. Harris, Chris Delcher. 4067-4070 [doi]
• Short Paper: Evaluation of Location Estimation Method That Focuses on Geographical Proximity of FriendsKeisuke Ikeda, Kazufumi Kojima, Masahiro Tani. 4071-4074 [doi]
• Decision-Making System for Road-Recovery Considering Human Mobility by Applying Deep Q-NetworkSoo-hyun Joo, Yoshiki Ogawa, Yoshihide Sekimoto. 4075-4084 [doi]
• Short Paper: User Identification across Online Social Networks Based on Similarities among Distributions of Friends' LocationsKazufumi Kojima, Keisuke Ikeda, Masahiro Tani. 4085-4088 [doi]
• Monitoring of natural disasters through anomaly detection on mobile phone dataAude Marzuoli, Fengmei Liu. 4089-4098 [doi]
• Co-location Pattern Mining of Geosocial Data to Characterize Urban Functional SpacesArif Masrur, Gautam S. Thakur, Kevin A. Sparks, Rachel Palumbo, Donna J. Peuquet. 4099-4102 [doi]
• BigDataCube: A Scalable, Federated Service Platform for CopernicusDimitar Misev, Peter Baumann 0001, Dimitris Bellos, Stefan Wiehle. 4103-4112 [doi]
• Accurate Spatial Mapping of Social Media Data with Physical LocationsMohit Mittal, Panote Siriaraya, Chonho Lee, Yukiko Kawai, Takashi Yoshikawa, Shinji Shimojo. 4113-4116 [doi]
• Spatio-temporal classification at multiple resolutions using multi-view regularizationGuruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar. 4117-4120 [doi]
• A demonstration of B-EagleV Visualizing massive point cloud directly from HDFSMinh Hieu Nguyen, Sanghyun Yoon, Sangyoon Park, Joon Heo. 4121-4124 [doi]
• Demo Paper: Large Scale Spatial Data Processing With User Defined Filters In BBoxDBJan Kristof Nidzwetzki, Ralf Hartmut Güting. 4125-4128 [doi]
• Euler++: Improved Selectivity Estimation for Rectangular Spatial RecordsA. B. Siddique, Ahmed Eldawy, Vagelis Hristidis. 4129-4133 [doi]
• cPSITRES: A collaborative system for analysis of Big Data on sea iceVinit Veerendraveer Singh, Scott Sorensen, Chandra Kambhamettu. 4134-4137 [doi]
• SEXTANT: A Computational Framework for Scalable and Efficient Correlation of Spatio-Temporal TrajectoriesBrian Thompson, Dave Cedel, Jeremy Martin, Kristen Snee, Alex Cheung. 4138-4147 [doi]
• Ptolemaic Indexing for Managing and Querying Internet of Things (IoT) DataChristian Beecks, Fabian Berns, Kjeld Willy Schmidt. 4148-4151 [doi]
• A New Approach for Efficient Structure Discovery in IoTFabian Berns, Kjeld Willy Schmidt, Alexander Grass, Christian Beecks. 4152-4156 [doi]
• Effectively Testing System Configurations of Critical IoT Analytics PipelinesMorgan K. Geldenhuys, Lauritz Thamsen, Kain Kordian Gontarskay, Felix Lorenz, Odej Kao. 4157-4162 [doi]
• Detecting errors in short-term electricity demand forecast using people dynamicsGuillaume Habault, Yasutaka Nishimura, Kiyohito Yoshihara, Chihiro Ono. 4163-4168 [doi]
• Kensor: Coordinated Intelligence from Co-Located SensorsOlivera Kotevska, Kalyan S. Perumalla, Juan Lopez. 4169-4174 [doi]
• Towards an Interactive Visualization Framework for IoT Device Data FlowEbelechukwu Nwafor, Habeeb Olufowobi. 4175-4178 [doi]
• IoT based Urban Noise Monitoring in Deep Learning using Historical ReportsSayed Khushal Shah, Zeenat Tariq, Yugyung Lee. 4179-4184 [doi]
• Smart Home IoT Anomaly Detection based on Ensemble Model Learning From Heterogeneous DataSihai Tang, Zhaochen Gu, Qing Yang, Song Fu. 4185-4190 [doi]
• Speech Emotion Detection using IoT based Deep Learning for Health CareZeenat Tariq, Sayed Khushal Shah, Yugyung Lee. 4191-4196 [doi]
• Association Model between Visual Feature and AQI Rank Using Lifelog DataPhuong-Binh Vo, Trong-Dat Phan, Minh-Son Dao, Koji Zettsu. 4197-4200 [doi]
• Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly DetectionZekun Xu, Deovrat Kakde, Arin Chaudhuri. 4201-4207 [doi]
• Cost-adaptive Neural Networks for Peak Volume Prediction with EMM FilteringBin Yu, Giovanna Graciani, Anderson C. A. Nascimento, Juhua Hu. 4208-4213 [doi]
• Scalability Analysis of Blockchain on a Serverless CloudAlex Kaplunovich, Karuna P. Joshi, Yelena Yesha. 4214-4222 [doi]
• Predicting Transaction Latency with Deep Learning in Proof-of-Work BlockchainsEnrico Tedeschi, Tor-Arne S. Nordmo, Dag Johansen, Håvard D. Johansen. 4223-4231 [doi]
• Security validation testing environment in the cloudCristian Bucur, Eduard Babulak. 4240-4247 [doi]
• The impact of preprocessing in natural language for open source intelligence and criminal investigationJan William Johnsen, Katrin Franke. 4248-4254 [doi]
• Basic Forensic Procedures for Cyber Crime Investigation in Smart Grid NetworksIgor Kotsiuba, Inna Skarga-Bandurova, Alkiviadis Giannakoulias, Oksana Bulda. 4255-4264 [doi]
• Technique for Finding and Investigating the Strongest Combinations of Cyberattacks on Smart Grid InfrastructureIgor Kotsiuba, Inna Skarga-Bandurova, Alkiviadis Giannakoulias, Mykhailo Chaikin, Aleksandar Jevremovic. 4265-4272 [doi]
• Deep in the Dark: A Novel Threat Detection System using Darknet TrafficSanjay Kumar, Harald Vranken, Joost van Dijk, Timo Hämäläinen 0002. 4273-4279 [doi]
• PACE: Platform for Android Malware Classification and Performance EvaluationAjit Kumar, Vinti Agarwal, Shishir K. Shandilya, Andrii Shalaginov, Saket Upadhyay, Bhawna Yadav. 4280-4288 [doi]
• Detection of Fraudulent Behavior Using the Combined Algebraic and Machine Learning ApproachOleksandr A. Letychevskyi, Tetiana Polhul. 4289-4293 [doi]
• Comparative Study of Wear-leveling in Solid-State Drive with NTFS File SystemAshar Neyaz, Bing Zhou, Narasimha Karpoor. 4294-4298 [doi]
• Detecting Web Spam in Webgraphs with Predictive Model AnalysisNaw Safrin Sattar, Shaikh Arifuzzaman, Minhaz F. Zibran, Md Mohiuddin Sakib. 4299-4308 [doi]
• Cybercrime Investigations in the Era of Smart Applications: Way Forward Through Big DataAndrii Shalaginov, Igor Kotsiuba, Asif Iqbal. 4309-4314 [doi]
• Forecasting of Trends in Legal Spend ManagementPragati Awasthi, Jerzy Bala, Sebastian Carter. 4315-4319 [doi]
• Experimental Evaluation of CNN Parameters for Text Categorization in Legal Document ReviewQian Han, Yufeng Kou, Derek Snaidauf. 4320-4324 [doi]
• Image Analytics for Legal Document Review : A Transfer Learning ApproachNathaniel Huber-Fliflet, Fusheng Wei, Haozhen Zhao, Han Qin, Shi Ye, Amy Tsang. 4325-4328 [doi]
• Normalisation of SWIFT Message Counterparties with Feature Extraction and ClusteringThanasis Schoinas, Benjamin Guinard, Diba Esbati, Richard Chalk. 4329-4336 [doi]
• Qualitative Mapping Modeling of Criminals' Sense of Security in Theft CasesYajie Su, Hao Lu, Hongzhou Zhang. 4337-4341 [doi]
• Japanese Mistakable Legal Term Correction using Infrequency-aware BERT ClassifierTakahiro Yamakoshi, Takahiro Komamizu, Yasuhiro Ogawa, Katsuhiko Toyama. 4342-4351 [doi]
• Supervised Key Terms Clustering for Regulatory MonitoringYong Zou, Andrew Pat Waldo. 4352-4356 [doi]
• Failing & !Falling (F&!F): Learning to Classify Accidents and Incidents in Aircraft DataJarrod Carson, Kane Hollingsworth, Rituparna Datta, Aviv Segev. 4357-4365 [doi]
• Prescriptive Equipment Maintenance: A FrameworkSuresh K. Choubey, Ryan G. Benton, Tom Johnsten. 4366-4374 [doi]
• Machine Learning Use Cases for Smart Manufacturing KPIsSandeep Jeereddy, Ken Kennedy, Eddie Duffy, Annie Walker, Bennie Vorster. 4375-4380 [doi]
• Spatiotemporal Real-Time Anomaly Detection for Supercomputing SystemsQiao Kang, Ankit Agrawal, Alok N. Choudhary, Alex Sim, Kesheng Wu, Rajkumar Kettimuthu, Peter H. Beckman, Zhengchun Liu, Wei-keng Liao. 4381-4389 [doi]
• Forecasting cross-border power exchanges through an HVDC line using dynamic modellingSylvie Koziel, Patrik Hilber, Per Westerlund, Ebrahim Shayesteh. 4390-4394 [doi]
• Application of Machine Learning and Spatial Bootstrapping to Image Processing for Predictive MaintenanceVikram Krishnamurthy, Kusha Nezafati, Vikrant Singh. 4395-4401 [doi]
• Self-supervised Multi-stage Estimation of Remaining Useful Life for Electric Drive UnitsIvan Melendez, Rolando Dölling, Oliver Bringmann. 4402-4411 [doi]
• Data Imputation Method based on Programming by Example: APREP-SHiroko Nagashima, Yuka Kato. 4412-4421 [doi]
• Wind Turbine operational state prediction: towards featureless, end-to-end predictive maintenanceAdrian Stetco, Anees Mohammed, Sinisa Djurovic, Goran Nenadic, John A. Keane. 4422-4430 [doi]
• Subject-Oriented Data Retrieval and Analysis on Sina WeiboDan Chia-Tien Lo, Charles Garnder, Pascal Paschos, Chung Ng. 4431-4434 [doi]
• Seasonality-Adjusted Conceptual-Relevancy-Aware Recommender System in Online GroceriesLuyi Ma, Jason H. D. Cho, Sushant Kumar, Kannan Achan. 4435-4443 [doi]
• Purchase Prediction in Free Online Games via Survival AnalysisWanshan Yang, Ting Huang, Junlin Zeng, Yan Tang, Lijun Chen 0001, Shivakant Mishra, Youjian Eugene Liu. 4444-4449 [doi]
• An Energy-Efficient Reconfigurable LSTM Accelerator for Natural Language ProcessingElham Azari, Sarma B. K. Vrudhula. 4450-4459 [doi]
• Exploration of OpenCL 2D Convolution Kernels on Intel FPGA, CPU, and GPU PlatformsZheming Jin, Hal Finkel. 4460-4465 [doi]
• A Case Study of k-means Clustering using SYCLZheming Jin, Hal Finkel. 4466-4471 [doi]
• Bayesian-based Hyperparameter Optimization for Spiking Neuromorphic SystemsMaryam Parsa, J. Parker Mitchell, Catherine D. Schuman, Robert M. Patton, Thomas E. Potok, Kaushik Roy 0001. 4472-4478 [doi]
• Evolving Energy Efficient Convolutional Neural NetworksSteven R. Young, Pravallika Devineni, Maryam Parsa, J. Travis Johnston, Bill Kay, Robert M. Patton, Catherine D. Schuman, Derek C. Rose, Thomas E. Potok. 4479-4485 [doi]
• Quantum Grover search-based optimization for innovative material discoverySima Esfandiarpour Borujeni, Ramkumar Harikrishnakumar, Saideep Nannapaneni. 4486-4489 [doi]
• Learning to Predict Material Structure from Neutron Scattering DataCristina Garcia-Cardona, Ramakrishnan Kannan, Travis Johnston, Thomas Proffen, Katharine Page, Sudip K. Seal. 4490-4497 [doi]
• Visualization System for Evolutionary Neural Networks for Deep LearningJunghoon Chae, Catherine D. Schuman, Steven R. Young, J. Travis Johnston, Derek C. Rose, Robert M. Patton, Thomas E. Potok. 4498-4502 [doi]
• Clustered Latent Dirichlet Allocation for Scientific DiscoveryChristopher Gropp, Alexander Herzog, Ilya Safro, Paul W. Wilson, Amy W. Apon. 4503-4511 [doi]
• Realistic Transport Simulation: Tackling the Small Data Challenge with Open DataGuimu Guo, Jalal Majed Khalil, Da Yan, Virginia P. Sisiopiku. 4512-4519 [doi]
• Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode UseAlina Lazar, Alexandra Ballow, Ling Jin, C. Anna Spurlock, Alexander Sim, Kesheng Wu. 4520-4524 [doi]
• Understanding Data Similarity in Large-Scale Scientific DatasetsPayton Linton, William Melodia, Alina Lazar, Deborah A. Agarwal, Ludovico Bianchi, Devarshi Ghoshal, Gilberto Zonta Pastorello, Lavanya Ramakrishnan, Kesheng Wu. 4525-4531 [doi]
• Detecting Dependency Between Discrete Random Variables and ApplicationEdgar Llamas, Ivan Garcia, Andres Mendez. 4532-4536 [doi]
• Exploration of Workflow Management Systems Emerging Features from Users PerspectivesRyan Mitchell, Loc Pottier, Steve Jacobs, Rafael Ferreira da Silva, Mats Rynge, Karan Vahi, Ewa Deelman. 4537-4544 [doi]
• Empowering Agroecosystem Modeling with HTC Scientific Workflows: The Cycles Model Use CaseRafael Ferreira da Silva, Rajiv Mayani, Yuning Shi, Armen R. Kemanian, Mats Rynge, Ewa Deelman. 4545-4552 [doi]
• Evaluating Scientific Workflow Engines for Data and Compute Intensive DiscoveriesRina Singh, Jeffrey A. Graves, Valentine Anantharaj, Sreenivas R. Sukumar. 4553-4560 [doi]
• Information Extraction from Cancer Pathology Reports with Graph Convolution Networks for Natural Language TextsHong-Jun Yoon, John Gounley, M. Todd Young, Georgia D. Tourassi. 4561-4564 [doi]
• Human-Machine Information Extraction Simulator for Biological CollectionsIcaro Alzuru, Aditi Malladi, Andréa M. Matsunaga, Maurício O. Tsugawa, José A. B. Fortes. 4565-4572 [doi]
• WATAPI: Composing Web API Specification from API Documentations through an Intelligent and Interactive Annotation ToolMehdi Bahrami, Wei-Peng Chen. 4573-4578 [doi]
• Analysing Social Media as a Hybrid Tool to Detect and Interpret likely Radical Behavioural Traits for National SecurityPedro Cárdenas, Boguslaw Obara, Georgios Theodoropoulos 0001, Ibad Kureshi. 4579-4588 [doi]
• ClusterClean: a Weak Semi-Supervised Approach for Cleaning Data LabelsKyriaki Dimitriadou, Rahul Manghwani, Timothy C. Hoad. 4589-4595 [doi]
• Incentive Design for Crowdsourced Development of Selective AI for Human and Machine Data Processing: A Case StudyMasafumi Hayashi, Masaki Kobayashi, Masaki Matsubara, Toshiyuki Amagasa, Atsuyuki Morishima. 4596-4601 [doi]
• Disambiguation