Table of Contents

• Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural NetworksMahdieh Abbasi, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba. 1-14 [doi]
• Locating Influential Agents in Social Networks: Budget-Constrained Seed Set SelectionRishav Raj Agarwal, Robin Cohen, Lukasz Golab, Alan Tsang. 15-28 [doi]
• Investigating Relational Recurrent Neural Networks with Variable Length Memory PointerMahtab Ahmed, Robert E. Mercer. 29-35 [doi]
• Unsupervised Monocular Depth Estimation CNN Robust to Training Data DiversityValery Anisimovskiy, Andrey Shcherbinin, Sergey Turko, Ilya Kurilin. 36-48 [doi]
• The K-Closest Resemblance Classifier for Remote Sensing DataNabil Belacel, Cheng Duan, Diana Inkpen. 49-54 [doi]
• Reinforcement Learning in a Physics-Inspired Semi-Markov EnvironmentColin Bellinger, Rory Coles, Mark Crowley 0001, Isaac Tamblyn. 55-66 [doi]
• Deep Multi Agent Reinforcement Learning for Autonomous DrivingSushrut Bhalla, Sriram Ganapathi Subramanian, Mark Crowley 0001. 67-78 [doi]
• Incremental Sequential Rule Mining with Streaming Input TracesAndriy Drozdyuk, Scott Buffett, Michael W. Fleming. 79-91 [doi]
• FASTT: Team Formation Using Fair DivisionJeff Bulmer, Matthew Fritter, Yong Gao, Bowen Hui. 92-104 [doi]
• Empirical Confidence Models for Supervised Machine LearningMargarita P. Castro, Meinolf Sellmann, Zhaoyuan Yang, Nurali Virani. 105-117 [doi]
• Selection Driven Query Focused Abstractive Document SummarizationChudamani Aryal, Yllias Chali. 118-124 [doi]
• VecHGrad for Solving Accurately Tensor DecompositionJérémy Charlier, Vladimir Makarenkov. 125-137 [doi]
• Sensitivity to Risk Profiles of Users When Developing AI SystemsRobin Cohen, Rishav Raj Agarwal, Dhruv Kumar 0005, Alexandre Parmentier, Tsz Him Leung. 138-150 [doi]
• Forecasting Seat Counts in the 2019 Canadian Federal Election Using TwitterShainen M. Davidson, Kenton White. 151-162 [doi]
• Adapting Ensemble Neural Networks to Clinical Prediction in High-Dimensional SettingsSimon de Montigny, Philippe Broët. 163-169 [doi]
• A Cost Skew Aware Predictive System for Chest Drain ManagementNicholas J. Denis, Danny French, Sébastien Gilbert, Nathalie Japkowicz. 170-176 [doi]
• Topological Data Analysis for Arrhythmia Detection Through Modular Neural NetworksMeryll Dindin, Yuhei Umeda, Frédéric Chazal. 177-188 [doi]
• Big Players: Emotion in Twitter Communities Tweeting About Global WarmingDennis J. Drown, Roger Villemaire, Serge Robert. 189-200 [doi]
• Using Topic Modelling to Improve Prediction of Financial Report Commentary ClassesKarim El Mokhtari, Mucahit Cevik, Ayse Basar. 201-207 [doi]
• Wise Sliding Window Segmentation: A Classification-Aided Approach for Trajectory SegmentationMohammad Etemad, Zahra Etemad, Amílcar Soares, Vania Bogorny, Stan Matwin, Luís Torgo. 208-219 [doi]
• Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D EnvironmentsMohammad Etemad, Nader Zare, Mahtab Sarvmaili, Amílcar Soares, Bruno Brandoli Machado, Stan Matwin. 220-231 [doi]
• CB-DBSCAN: A Novel Clustering Algorithm for Adjacent Clusters with Different DensitiesGashin Ghazizadeh, Mirerfan Gheibi, Stan Matwin. 232-237 [doi]
• Anomaly Detection and Prototype Selection Using Polyhedron CurvatureBenyamin Ghojogh, Fakhri Karray, Mark Crowley 0001. 238-250 [doi]
• Ethical Requirements for AI SystemsRenata S. S. Guizzardi, Glenda Carla Moura Amaral, Giancarlo Guizzardi, John Mylopoulos. 251-256 [doi]
• A Deep Neural Network for Counting Vessels in Sonar SignalsHamed H. Aghdam, Martin Bouchard 0001, Robert Laganière, Emil M. Petriu, Philip Wort. 257-269 [doi]
• Partial Label Learning by Entropy MinimizationXuejun Han. 270-275 [doi]
• Low-Dimensional Dynamics of Encoding and Learning in Recurrent Neural NetworksStefan Horoi, Victor Geadah, Guy Wolf, Guillaume Lajoie. 276-282 [doi]
• From Explicit to Implicit Entity Linking: A Learn to Rank FrameworkHawre Hosseini, Ebrahim Bagheri. 283-289 [doi]
• Automatic Polyp Segmentation Using Convolutional Neural NetworksSara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters. 290-301 [doi]
• Augmented Out-of-Sample Comparison Method for Time Series Forecasting TechniquesIgor Ilic, Berk Görgülü, Mucahit Cevik. 302-308 [doi]
• Predicting the Number of Reported Bugs in a Software RepositoryHadi Jahanshahi, Mucahit Cevik, Ayse Basar. 309-320 [doi]
• Evaluation of a Failure Prediction Model for Large Scale Cloud ApplicationsMohammad S. Jassas, Qusay H. Mahmoud. 321-327 [doi]
• Customer Segmentation and Churn Prediction in Online RetailNilay Jha, Dhruv Parekh, Malek Mouhoub, Varun Makkar. 328-334 [doi]
• Detection and Diagnosis of Breast Cancer Using a Bayesian ApproachNathina Krishnakumar, Tamer Abdou. 335-341 [doi]
• Query Focused Abstractive Summarization via Incorporating Query Relevance and Transfer Learning with Transformer ModelsMd. Tahmid Rahman Laskar, Enamul Hoque, Jimmy Huang. 342-348 [doi]
• Word Representations, Seed Lexicons, Mapping Procedures, and Reference Lists: What Matters in Bilingual Lexicon Induction from Comparable Corpora?Martin Laville, Mérième Bouhandi, Emmanuel Morin, Philippe Langlais. 349-355 [doi]
• Attending Knowledge Facts with BERT-like Models in Question-Answering: Disappointing Results and Some ExplanationsGuillaume Le Berre, Philippe Langlais. 356-367 [doi]
• Machine Learning the Donor JourneyGreg Lee, Ajith Kumar Veera Raghavan, Mark Hobbs. 368-374 [doi]
• Exploring Deep Anomaly Detection Methods Based on Capsule NetXiaoyan Li, Iluju Kiringa, Tet Yeap, Xiaodan Zhu, Yifeng Li. 375-387 [doi]
• Question-Worthy Sentence Selection for Question GenerationSedigheh Mahdavi, Aijun An, Heidar Davoudi, Marjan Delpisheh, Emad Gohari. 388-400 [doi]
• Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep LearningLucas May Petry, Amílcar Soares, Vania Bogorny, Bruno Brandoli, Stan Matwin. 401-407 [doi]
• An Energy-Efficient Method with Dynamic GPS Sampling Rate for Transport Mode Detection and Trip ReconstructionJonathan Milot, Jaël Champagne Gareau, Éric Beaudry. 408-419 [doi]
• Similarity Matching of Temporal Event-Interval SequencesS. Mohammad Mirbagheri, Howard J. Hamilton. 420-425 [doi]
• Classification of Rare Recipes Requires Linguistic Features as Special IngredientsElham Mohammadi, Nada Naji, Louis Marceau, Marc Queudot, Eric Charton, Leila Kosseim, Marie-Jean Meurs. 426-437 [doi]
• Happiness Analysis with Fisher Information of Dirichlet-Multinomial Mixture ModelFatma Najar, Nizar Bouguila. 438-444 [doi]
• Personalized Multi-Faceted Trust Modeling in Social NetworksAlexandre Parmentier, Robin Cohen. 445-450 [doi]
• Mixing ICI and CSI Models for More Efficient Probabilistic InferenceMichael Roher, Yang Xiang. 451-463 [doi]
• RideSafe: Detecting Sexual Harassment in RidesharesShikhar Sakhuja, Robin Cohen. 464-469 [doi]
• Amalgamated Models for Detecting Duplicate Bug ReportsSukhjit Singh Sehra, Tamer Abdou, Ayse Basar, Sumeet Kaur Sehra. 470-482 [doi]
• Investigating Citation Linkage as a Sentence Similarity Measurement Task Using Deep LearningSudipta Singha Roy, Robert E. Mercer, Felipe Urra. 483-495 [doi]
• Improving Classification Using Topic Correlation and Expectation PropagationXavier Sumba, Nizar Bouguila. 496-507 [doi]
• A Scheme for Generating a Dataset for Anomalous Activity Detection in IoT NetworksImtiaz Ullah, Qusay H. Mahmoud. 508-520 [doi]
• Lexical Data Augmentation for Text Classification in Deep LearningRong Xiang, Emmanuele Chersoni, Yunfei Long, Qin Lu 0001, Chu-Ren Huang. 521-527 [doi]
• A Deeper Look at Bongard ProblemsXinyu Yun, Tanner Bohn, Charles Ling. 528-539 [doi]
• Adversarial Models for Deterministic Finite AutomataKaixuan Zhang, Qinglong Wang, C. Lee Giles. 540-552 [doi]
• Personalized Student Attribute InferenceKhalid Moustapha Askia, Marie-Jean Meurs. 553-557 [doi]
• Vehicle Traffic Estimation Using Weather and Calendar DataMeetkumar Patel. 558-561 [doi]
• Predicting Aggressive Responsive Behaviour Among People with DementiaMaryam Tajeddin. 562-565 [doi]
• Towards Analyzing the Sentiments in the Fields of Automobiles and Real-Estates with Specific Focus on Arabic Online ReviewsAyman Yafoz. 566-570 [doi]