Abstract is missing.
- The k-Nearest Representatives Classifier: A Distance-Based Classifier with Strong Generalization BoundsCyrus Cousins, Eli Upfal. 1-10 [doi]
- Cyclic Classifier Chain for Cost-Sensitive Multilabel ClassificationYi-An Lin, Hsuan-Tien Lin. 11-20 [doi]
- Learning Low-Rank Document Embeddings with Weighted Nuclear Norm RegularizationLukas Pfahler, Katharina Morik, Frederik Elwert, Samira Tabti, Volkhard Krech. 21-29 [doi]
- Learning Through Utility Optimization in Regression TasksPaula Branco, Luis Torgo, Rita P. Ribeiro, Eibe Frank, Bernhard Pfahringer, Markus Michael Rau. 30-39 [doi]
- Animal Recognition and Identification with Deep Convolutional Neural Networks for Automated Wildlife MonitoringHung Nguyen, Sarah J. Maclagan, Tu Dinh Nguyen, Thin Nguyen, Paul Flemons, Kylie Andrews, Euan G. Ritchie, Dinh Q. Phung. 40-49 [doi]
- Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage AssessmentNazia Attari, Ferda Ofli, Mohammad Awad, Ji Lucas, Sanjay Chawla. 50-59 [doi]
- Website Navigation Behavior Analysis for Bot DetectionRabih Haidar, Shady Elbassuoni. 60-68 [doi]
- Inform Product Change through Experimentation with Data-Driven Behavioral SegmentationZhenyu Zhao, Yan He, Miao Chen. 69-78 [doi]
- Scalable RFM-enriched Representation Learning for Churn PredictionSandra Mitrovic, Gaurav Singh, Bart Baesens, Wilfried Lemahieu, Jochen De Weerdt. 79-88 [doi]
- A Comparative Study of Different Approaches for Tracking Communities in Evolving Social NetworksZiwei He, Etienne Gael Tajeuna, Shengrui Wang, Mohamed Bouguessa. 89-98 [doi]
- The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link PredictionSofia da Silva Fernandes, Hadi Fanaee Tork, João Manuel Portela da Gama. 99-108 [doi]
- Combining Instance and Feature Neighbors for Efficient Multi-label ClassificationLen Feremans, Boris Cule, Celine Vens, Bart Goethals. 109-118 [doi]
- Expert Estimates for Feature Relevance are ImperfectPatrick M. De Boer, Marcel C. Buhler, Abraham Bernstein. 119-128 [doi]
- Multi-label Learning with Label-Specific Features via Clustering EnsembleWang Zhan, Min-Ling Zhang. 129-136 [doi]
- Customizing Travel Packages with Interactive Composite ItemsManish Singh, Ria Mae Borromeo, Anas Hosami, Sihem Amer-Yahia, Shady Elbassuoni. 137-145 [doi]
- Materials Science Literature-Patent Relevance Search: A Heterogeneous Network Analysis ApproachPingjie Tang, Jed Pitera, Dmitry Zubarev, Nitesh V. Chawla. 146-154 [doi]
- NDlib: Studying Network Diffusion DynamicsGiulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti. 155-164 [doi]
- Full-Text or Abstract? Examining Topic Coherence Scores Using Latent Dirichlet AllocationShaheen Syed, Marco R. Spruit. 165-174 [doi]
- Incremental Author Name Disambiguation for Scientific Citation DataZhengqiao Zhao, Jason Rollins, Linge Bai, Gail Rosen. 175-183 [doi]
- Supercharging Crowd Dynamics Estimation in Disasters via Spatio-Temporal Deep Neural NetworkFangzhou Jiang, Lei Zhong, Kanchana Thilakarathna, Aruna Seneviratne, Kiyoshi Takano, Shigeki Yamada, Yusheng Ji. 184-192 [doi]
- Geo-Spatial Multimedia Sentiment Analysis in DisastersAbdullah Alfarrarjeh, Sumeet Agrawal, Seon Ho Kim, Cyrus Shahabi. 193-202 [doi]
- Situational Awareness from Social Media Photographs Using Automated Image CaptioningJoao Monteiro, Asanobu Kitamoto, Bruno Martins. 203-211 [doi]
- Machine Learning Independent of Population Distributions for MeasurementTakashi Washio, Gaku Imamura, Genki Yoshikawa. 212-221 [doi]
- A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead ForecastingGianluca Bontempi, Yann-Aël Le Borgne, Jacopo De Stefani. 222-231 [doi]
- CSAR: The Cross-Sectional Autoregression ModelClaudio Hartmann, Martin Hahmann, Dirk Habich, Wolfgang Lehner. 232-241 [doi]
- Dynamic and Heterogeneous Ensembles for Time Series ForecastingVítor Cerqueira, Luis Torgo, Mariana Oliveira 0001, Bernhard Pfahringer. 242-251 [doi]
- Forward-Backward Smoothing for Hidden Markov Models of Point Pattern DataNhan Dam, Dinh Phung, Ba-Ngu Vo, Viet Huynh. 252-261 [doi]
- RadiusSketch: Massively Distributed Indexing of Time SeriesDjamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Dennis E. Shasha. 262-271 [doi]
- BJR-Tree: Fast Skyline Computation Algorithm for Serendipitous Searching ProblemsKenichi Koizumi, Peter Eades, Kei Hiraki, Mary Inaba. 272-282 [doi]
- A Directional Change Based Trading Strategy with Dynamic ThresholdsNora Alkhamees, Maria Fasli. 283-292 [doi]
- Subsequence Search Considering Duration and Relations of Events in Time Interval-Based Events SequencesCheng-Wei Yang, Bijay Prasad Jaysawal, Jen-Wei Huang. 293-302 [doi]
- There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility AgendasRiccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi. 303-312 [doi]
- Heterogeneous Information Integration for Mountain Augmented Reality Mobile AppsDarian Frajberg, Piero Fraternali, Rocio Nahime Torres. 313-322 [doi]
- Predictive Classification of Water Consumption Time Series Using Non-homogeneous Markov ModelsMilad Leyli-Abadi, Allou Samé, Latifa Oukhellou, Nicolas Cheifetz, Pierre Mandel, Cedric Feliers, Olivier Chesneau. 323-331 [doi]
- DP-POIRS: A Diversified and Personalized Point-of-Interest Recommendation SystemXiangfu Meng, Yanhuan Tang, Xiaoyan Zhang. 332-333 [doi]
- On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine LearningDaniel P. Berrar, Werner Dubitzky. 334-340 [doi]
- M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and PostingsDa-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos. 341-350 [doi]
- A Consistency-Based Multimodal Graph Embedding Method for Dimensionality ReductionIlias Kalamaras, Anastasios Drosou, Eleftheria Polychronidou, Dimitrios Tzovaras. 351-360 [doi]
- Sample, Estimate, Tune: Scaling Bayesian Auto-Tuning of Data Science PipelinesAlec Anderson, Sébastien Dubois, Alfredo Cuesta-Infante, Kalyan Veeramachaneni. 361-372 [doi]
- What Makes a Video Memorable?Akankshya Kar, Prashasthi Mavin, Yogesh Ghaturle, Vani M.. 373-381 [doi]
- Convolutional Neural Networks Based Multi-task Deep Learning for Movie Review ClassificationXuanyi Li, Weimin Wu, Hongye Su. 382-388 [doi]
- Masked Conditional Neural Networks for Automatic Sound Events RecognitionFady Medhat, David Chesmore, John Robinson. 389-394 [doi]
- A Spatial-Cue-Based Probabilistic Model for Bird Song Scene AnalysisRyosuke Kojima, Osamu Sugiyama, Kotaro Hoshiba, Reiji Suzuki, Kazuhiro Nakadai. 395-404 [doi]
- The Data and Science behind GrabShare CarpoolingMuchen Tang, Serene Ow, Wenqing Chen, Yang Cao, Kong Wei Lye, Yaozhang Pan. 405-411 [doi]
- Regression Based Model for Autosteering of a Car with Delayed Steering ResponseVsevolod Nikulin, Albert Podusenko, Ivan Tanev, Katsunori Shimohara. 412-419 [doi]
- Ensemble-Based Location Tracking Using Passive RFIDHao-Ying Liang, Yun-Tung Shieh, Addicam Sanjay, Shao-Wen Yang, Shou-de Lin. 420-428 [doi]
- Leveraging on Predictive Analytics to Manage Clinic No Show and Improve Accessibility of CareGuanhua Lee, Sijia Wang, Fransiscus Dipuro, Jue Hou, Priyanka Grover, Lian Leng Low, Nan Liu, Chui Yee Loke. 429-438 [doi]
- A Shape-Based Approach to Spatio-Temporal Data Analysis Using Satellite ImageryDarpan Baheti, K. S. Rajan. 439-448 [doi]
- Mobility Genome™- A Framework for Mobility Intelligence from Large-Scale Spatio-Temporal DataThe Anh Dang, Jayakumaran Deepak, Jingxuan Wang, Shixin Luo, Yunye Jin, Yibin Ng, Aloysius Lim, Ying Li. 449-458 [doi]
- A Peak Detection Method to Uncover Events from Social MediaCarmela Comito, Deborah Falcone, Domenico Talia. 459-467 [doi]
- Semantic Trajectory Modeling for Dynamic Built EnvironmentsChristophe Cruz. 468-476 [doi]
- HiSPEED: A System for Mining Performance Appraisal Data and TextGirish Keshav Palshikar, Manoj Apte, Sachin Pawar, Nitin Ramrakhiyani. 477-486 [doi]
- Identification of Signal and Noise Components in Spacecraft Neutral Particle Data Using a Bi-Level Mixture ModelShin'ya Nakano, Yoshifumi Futaana. 487-495 [doi]
- A Collaborative Filtering-Based Two Stage Model with Item Dependency for Course RecommendationEric L. Lee, Tsung-Ting Kuo, Shou-de Lin. 496-503 [doi]
- Enriching Course-Specific Regression Models with Content Features for Grade PredictionQian Hu, Agoritsa Polyzou, George Karypis, Huzefa Rangwala. 504-513 [doi]
- Steganalysis Feature Subspace Selection Based on Fisher CriterionChunfang Yang, Yi Zhang, Ping Wang, Xiangyang Luo, Fenlin Liu, Jicang Lu. 514-521 [doi]
- Coupled Bayesian Matrix Factorization in Recommender SystemsXueci Zhao, Chengzhang Zhu, Lizhi Cheng. 522-528 [doi]
- A Comparative Study of Performance Estimation Methods for Time Series ForecastingVítor Cerqueira, Luis Torgo, Jasmina Smailovic, Igor Mozetic. 529-538 [doi]
- On Spectral Analysis of Directed Signed GraphsYuemeng Li, Xintao Wu, Aidong Lu. 539-548 [doi]
- AnonML: Locally Private Machine Learning over a Network of PeersBennett Cyphers, Kalyan Veeramachaneni. 549-560 [doi]
- Maximizing Network Performance Based on Group Centrality by Creating Most Effective k-LinksKouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda. 561-570 [doi]
- Multi-task Network EmbeddingLinchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu. 571-580 [doi]
- Multiple Social Role EmbeddingLinchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu. 581-589 [doi]
- FeatureHub: Towards Collaborative Data ScienceMicah J. Smith, Roy Wedge, Kalyan Veeramachaneni. 590-600 [doi]
- Identifying Anomalous Nodes in Multidimensional NetworksAmani Chouchane, Mohamed Bouguessa. 601-610 [doi]
- Discovering Community Structure in Multilayer NetworksSoumajit Pramanik, Raphael Tackx, Anchit Navelkar, Jean-Loup Guillaume, Bivas Mitra. 611-620 [doi]
- Learning to Compress Unstructured Mesh Data from SimulationsChandrika Kamath. 621-630 [doi]
- An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud DetectionFabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi. 631-639 [doi]
- A Probabilistic, Mechanism-Indepedent Outlier Detection Method for Online ExperimentationYan He, Miao Chen. 640-647 [doi]
- News Consumption during the Italian Referendum: A Cross-Platform Analysis on Facebook and TwitterMichela Del Vicario, Sabrina Gaito, Walter Quattrociocchi, Matteo Zignani, Fabiana Zollo. 648-657 [doi]
- Feature Analysis for Fake Review Detection through Supervised ClassificationJulien Fontanarava, Gabriella Pasi, Marco Viviani. 658-666 [doi]
- Online k-Maxoids ClusteringRafet Sifa, Christian Bauckhage. 667-675 [doi]
- Disentangled Link Prediction for Signed Social Networks via Disentangled Representation LearningLinchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu. 676-685 [doi]
- Exploiting Digital DNA for the Analysis of Similarities in Twitter BehavioursStefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi. 686-695 [doi]
- Where are You Going? Next Place Prediction from TwitterCarmela Comito. 696-705 [doi]
- A Study of Stochastic Mixed Membership Models for Link Prediction in Social NetworksAdrien Dulac, Éric Gaussier, Christine Largeron. 706-715 [doi]
- Latent Dimensionality Estimation for Probabilistic Canonical Correlation Analysis Using Normalized Maximum Likelihood Code-LengthTomohiko Nakmaura, Tomoharu Iwata, Kenji Yamanishi. 716-725 [doi]
- A Novel Approach for Estimating Multiple Sparse Precision Matrices Using ℓ0, 0 RegularizationPhan Duy Nhat, Hoai An Le Thi. 726-733 [doi]
- Copula-Based High Dimensional Cross-Market Dependence ModelingJia Xu, Wei Wei, Longbing Cao. 734-743 [doi]
- Causal Patterns: Extraction of Multiple Causal Relationships by Mixture of Probabilistic Partial Canonical Correlation AnalysisHiroki Mori, Keisuke Kawano, Hiroki Yokoyama. 744-754 [doi]
- SECODA: Segmentation- and Combination-Based Detection of AnomaliesRalph Foorthuis. 755-764 [doi]
- Extended Methods to Handle Classification BiasesEmma Beauxis-Aussalet, Lynda Hardman. 765-774 [doi]
- Toward Optimal Streaming Feature SelectionNoura AlNuaimi, Mohammad M. Masud. 775-782 [doi]