Table of Contents

• Grade Prediction with Neural Collaborative FilteringZhiyun Ren, Xia Ning, Andrew S. Lan, Huzefa Rangwala. 1-10 [doi]
• MARS: Memory Attention-Aware Recommender SystemLei Zheng, Chun-Ta Lu, Lifang He 0001, Sihong Xie, He Huang, Chaozhuo Li, Vahid Noroozi, Bowen Dong, Philip S. Yu. 11-20 [doi]
• Variable-Lag Granger Causality for Time Series AnalysisChainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf. 21-30 [doi]
• Residual Networks Behave Like Boosting AlgorithmsChapman Siu. 31-40 [doi]
• Hierarchical LSTM Framework for Long-Term Sea Surface Temperature ForecastingXi Liu, Tyler Wilson, Pang-Ning Tan, Lifeng Luo. 41-50 [doi]
• Semantically-Aware Statistical Metrics via Weighting KernelsStefano Cresci, Roberto Di Pietro, Maurizio Tesconi. 51-60 [doi]
• Short Text Embedding for Clustering Based on Word and Topic Semantic InformationZiheng Chen, Jiangtao Ren. 61-70 [doi]
• A Rademacher Complexity Based Method for Controlling Power and Confidence Level in Adaptive Statistical AnalysisLorenzo De Stefani, Eli Upfal. 71-80 [doi]
• SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled SequencesRomain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue. 81-90 [doi]
• FSSD - A Fast and Efficient Algorithm for Subgroup Set DiscoveryAdnene Belfodil, Aimene Belfodil, Anes Bendimerad, Philippe Lamarre, Céline Robardet, Mehdi Kaytoue, Marc Plantevit. 91-99 [doi]
• Biased Resampling Strategies for Imbalanced Spatio-Temporal ForecastingMariana Oliveira 0001, Nuno Moniz, Luís Torgo, Vítor Santos Costa. 100-109 [doi]
• Explaining the Performance of Black Box Regression ModelsInês Areosa, Luís Torgo. 110-118 [doi]
• Dynamic Graph Embedding via LSTM History TrackingShima Khoshraftar, Sedigheh Mahdavi, Aijun An, Yonggang Hu, Junfeng Liu. 119-127 [doi]
• Least Squares and Maximum Likelihood Estimation of Sufficient Reductions in Regressions with Matrix Valued PredictorsRuth M. Pfeiffer, Wei Wang, Efstathia Bura. 135-144 [doi]
• Cross-Media Image-Text Retrieval Combined with Global Similarity and Local SimilarityZhixin Li, Feng Ling, Canlong Zhang. 145-153 [doi]
• Sensor-Based Human Activity Mining Using Dirichlet Process Mixtures of Directional Statistical ModelsLei Fang 0001, Juan Ye, Simon Dobson. 154-163 [doi]
• Truth Discovery from Multi-Sourced Text Data Based on Ant Colony OptimizationChen Chang, Jianjun Cao, Guojun Lv, Nianfeng Weng. 164-172 [doi]
• On the Classification Consistency of High-Dimensional Sparse Neural NetworkKaixu Yang, Taps Maiti. 173-182 [doi]
• Deep Crowd Counting In Congested Scenes Through Refine ModulesTong Li, Chuan Wang, Xiaochun Cao. 183-192 [doi]
• A Study on the Impact of Data Characteristics in Imbalanced Regression TasksPaula Branco, Luís Torgo. 193-202 [doi]
• Sign Language Recognition Analysis using Multimodal DataAl Amin Hosain, Panneer Selvam Santhalingam, Parth H. Pathak, Jana Kosecká, Huzefa Rangwala. 203-210 [doi]
• An Incremental Technique for Mining Coverage Patterns in Large DatabasesAkhil Ralla, P. Krishna Reddy, Anirban Mondal. 211-220 [doi]
• Customized Interpretable Conformal RegressorsUlf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström. 221-230 [doi]
• A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble ConstructionZhen Gao, Maryam Zand, Jianhua Ruan. 231-240 [doi]
• VizCertify: A Framework for Secure Visual Data ExplorationLorenzo De Stefani, Leonhard F. Spiegelberg, Eli Upfal, Tim Kraska. 241-251 [doi]
• Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing BallsChristian Bauckhage, Rafet Sifa. 252-259 [doi]
• A Rapid Prototyping Approach for High Performance Density-Based ClusteringSaiyedul Islam, Sundar Balasubramaniam, Poonam Goyal, Ankit Sultana, Lakshit Bhutani, Saurabh Raje, Navneet Goyal. 260-269 [doi]
• Feature Enhanced Fully Convolutional Networks for Monocular Depth EstimationChunxiu Shi, Jie Chen, Juan Chen, Zheng Zhang 0015. 270-276 [doi]
• Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare DataAkram Farhadi, David Chen 0003, Rozalina G. McCoy, Christopher Scott, John A. Miller, Celine M. Vachon, Che Ngufor. 277-286 [doi]
• Shape Constrained Tensor DecompositionsBethany Lusch, Eric C. Chi, J. Nathan Kutz. 287-297 [doi]
• Range Analysis and Applications to Root CausingZurab Khasidashvili, Adam J. Norman. 298-307 [doi]
• Unsupervised Drift Detector Ensembles for Data Stream MiningLukasz Korycki, Bartosz Krawczyk. 317-325 [doi]
• Topology-Based Clusterwise Regression for User Segmentation and Demand ForecastingRodrigo Rivera-Castro, Aleksander Pletnev, Polina Pilyugina, Grecia Diaz, Ivan Nazarov, Wanyi Zhu, Evgeny Burnaev. 326-336 [doi]
• FARE: Schema-Agnostic Anomaly Detection in Social Event LogsNeil Shah. 337-350 [doi]
• SliceNDice: Mining Suspicious Multi-Attribute Entity Groups with Multi-View GraphsHamed Nilforoshan, Neil Shah. 351-363 [doi]
• Constrained Multi-Objective Optimization for Automated Machine LearningSteven Gardner, Oleg Golovidov, Joshua Griffin, Patrick Koch, Wayne Thompson, Brett Wujek, Yan Xu. 364-373 [doi]
• Detecting Sensitive Content in Spoken LanguageRahul Tripathi, Balaji Dhamodharaswamy, Srinivasan Jagannathan, Abhishek Nandi. 374-381 [doi]
• Higher Order Mining for Monitoring District Heating SubstationsShahrooz Abghari, Veselka Boeva, Jens Brage, Christian Johansson, Håkan Grahn, Niklas Lavesson. 382-391 [doi]
• Learning Personalized Treatment Rules from Electronic Health Records Using Topic Modeling Feature ExtractionPeng Wu, Tianchen Xu, Yuanjia Wang. 392-402 [doi]
• Lightweight and Scalable Particle Tracking and Motion Clustering of 3D Cell TrajectoriesMojtaba Sedigh Fazli, Rachel V. Stadler, BahaaEddin AlAila, Stephen Andrew Vella, Silvia N. J. Moreno, Gary E. Ward, Shannon Quinn. 412-421 [doi]
• Uplift Modeling for Multiple Treatments with Cost OptimizationZhenyu Zhao, Totte Harinen. 422-431 [doi]
• Chest Tube Management After Lung Resection Surgery using a ClassifierWilliam Klement, Sébastien Gilbert, Donna E. Maziak, Andrew J. E. Seely, Farid M. Shamji, Sudhir R. Sundaresan, Patrick J. Villeneuve, Nathalie Japkowicz. 432-441 [doi]
• Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning PlatformZhenyu Zhao, Radhika Anand, Mallory Wang. 442-452 [doi]
• Towards Automated Breast Mass Classification using Deep Learning FrameworkPinaki Ranjan Sarkar, Priya Prabhakar, Deepak Mishra 0002, Gorthi R. K. Sai Subrahmanyam. 453-462 [doi]
• Matrix Profile XVI: Efficient and Effective Labeling of Massive Time Series ArchivesFrank Madrid, Shailendra Singh, Quentin Chesnais, Kerry Mauck, Eamonn J. Keogh. 463-472 [doi]
• Colorwall: An Embedded Temporal Display of Bibliographic DataJing Ming, Li Zhang. 482-491 [doi]
• Data-Driven Fault Diagnosis in End-of-Line Testing of Complex ProductsVitali Hirsch, Peter Reimann 0002, Bernhard Mitschang. 492-503 [doi]
• Towards Automatic Screening of Typical and Atypical Behaviors in Children With AutismAndrew Cook, Bappaditya Mandal, Donna Berry, Matthew Johnson. 504-510 [doi]
• On Analysing Supply and Demand in Labor Markets: Framework, Model and SystemHendrik Santoso Sugiarto, Ee-Peng Lim, Ngak-Leng Sim. 511-520 [doi]
• Martensite Start Temperature Predictor for Steels Using Ensemble Data MiningAnkit Agrawal, Abhinav Saboo, Wei Xiong, Gregory B. Olson, Alok N. Choudhary. 521-530 [doi]
• Comparison of Variable Selection Methods for Forecasting from Short Time SeriesMonnie McGee, Robert A. Yaffee. 531-540 [doi]
• A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing ProcessesArindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal. 541-550 [doi]
• Bighead: A Framework-Agnostic, End-to-End Machine Learning PlatformEli Brumbaugh, Atul Kale, Alfredo Luque, Bahador Nooraei, John Park, Krishna Puttaswamy, Kyle Schiller, Evgeny Shapiro, Conglei Shi, Aaron Siegel, Nikhil Simha, Mani Bhushan, Marie Sbrocca, Shi-Jing Yao, Patrick Yoon, Varant Zanoyan, Xiao Han T. Zeng, Qiang Zhu, Andrew Cheong, Michelle Gu-Qian Du, Jeff Feng, Nick Handel, Andrew Hoh, Jack Hone, Brad Hunter. 551-560 [doi]
• Machine Learning for Efficient Integration of Record Systems for Missing US Service MembersJulia D. Warnke-Sommer, Franklin E. Damann. 561-569 [doi]
• Paths to Empathy: Heterogeneous Effects of Reading Personal Stories OnlineMahnaz Roshanaei, Christopher Tran, Sylvia Morelli, Cornelia Caragea, Elena Zheleva. 570-579 [doi]
• A Novel Record Linkage Interface That Incorporates Group Structure to Rapidly Collect Richer LabelsKayla Frisoli, Benjamin LeRoy, Rebecca Nugent. 580-589 [doi]
• Analyzing Driving Data using the ADAPT Distributed Analytics Platform for Connected VehiclesHillol Kargupta, Priyanka Kargupta. 590-599 [doi]
• Augmenting U.S. Census data on industry and occupation of respondentsPeter B. Meyer, Kendra Asher. 600-601 [doi]
• Data Reduction for real-time bridge vibration data on EdgeAnthony Chen, Fu-Hsuan Liu, Sheng-De Wang. 602-603 [doi]
• Using Machine Learning to Predict High School Student Employability - A Case StudyAarushi Dubey, Muthukumara Mani. 604-605 [doi]
• Improving the Personalized Recommendation in the Cold-start ScenariosPeter Gaspar, Michal Kompan, Matej Koncal, Mária Bieliková. 606-607 [doi]
• Universal Consistency of Support Tensor MachinePeide Li, Taps Maiti. 608-609 [doi]
• Automating Big Data Analysis Based on Deep Learning Generation by Automatic Service CompositionIncheon Paik, T. H. Akila S. Siriweera. 610-611 [doi]
• Detection Model of Depression Based on Eye Movement TrajectoryYifang Yuan, Qingxiang Wang. 612-613 [doi]
• Exploring the Relationship Between Conversation Using #MeToo and University Harassment PoliciesJulianne Zech, Fransiska Dale, Lisa Singh, Jamillah Williams, Naomi Mezey. 614-615 [doi]
• Don't Cry WolfPhilip E. Brown, Tamraparni Dasu, Yaron Kanza, Eleftherios Koutsofios, R. Malik, Divesh Srivastava. 616-617 [doi]