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32nd AI 2019: Kingston, ON, Canada
- Marie-Jean Meurs, Frank Rudzicz:
Advances in Artificial Intelligence - 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Kingston, ON, Canada, May 28-31, 2019, Proceedings. Lecture Notes in Computer Science 11489, Springer 2019, ISBN 978-3-030-18304-2
Regular Papers
- Haoran Zhang, Jagadish Rangrej, Saad Rais, Michael Hillmer, Frank Rudzicz, Kamil Malikov:
Categorizing Emails Using Machine Learning with Textual Features. 3-15 - Fabrizio Gotti
, Philippe Langlais:
Weakly Supervised, Data-Driven Acquisition of Rules for Open Information Extraction. 16-28 - David B. Skillicorn
Measuring Human Emotion in Short Documents to Improve Social Robot and Agent Interactions. 29-41 - Cory J. Butz, André E. dos Santos, Jhonatan de S. Oliveira, Anders L. Madsen
Exploiting Symmetry of Independence in d-Separation. 42-54 - Frédéric Piedboeuf, Philippe Langlais, Ludovic Bourg:
Personality Extraction Through LinkedIn. 55-67 - Anders L. Madsen
Solving Influence Diagrams with Simple Propagation. 68-79 - Marcel Gehrke
Uncertain Evidence for Probabilistic Relational Models. 80-93 - Ayangleima Laishram
Enhanced Collaborative Filtering Through User-Item Subgroups, Particle Swarm Optimization and Fuzzy C-Means. 94-106 - Md. Akmal Haidar, Mehdi Rezagholizadeh:
TextKD-GAN: Text Generation Using Knowledge Distillation and Generative Adversarial Networks. 107-118 - Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar, Mehdi Rezagholizadeh:
SALSA-TEXT: Self Attentive Latent Space Based Adversarial Text Generation. 119-131 - David Alfonso-Hermelo, Philippe Langlais, Ludovic Bourg:
Automatically Learning a Human-Resource Ontology from Professional Social-Network Data. 132-145 - Mahtab Ahmed, Robert E. Mercer:
Efficient Transformer-Based Sentence Encoding for Sentence Pair Modelling. 146-159 - Benyamin Ghojogh
Instance Ranking and Numerosity Reduction Using Matrix Decomposition and Subspace Learning. 160-172 - Vitaliy Batusov, Giuseppe De Giacomo, Mikhail Soutchanski:
Hybrid Temporal Situation Calculus. 173-185 - Rongtian Ye, Fangyu Liu
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks. 186-199 - Andrea Pagotto, Patrick Littell, Yunli Wang, Cyril Goutte:
Identifying Misaligned Spans in Parallel Corpora Using Change Point Detection. 200-211 - Daniel L. Silver, Tanya Monga:
In Vino Veritas: Estimating Vineyard Grape Yield from Images Using Deep Learning. 212-224 - Nicholas Denis, Maia Fraser
Options in Multi-task Reinforcement Learning - Transfer via Reflection. 225-237 - Elena Beretta
The Invisible Power of Fairness. How Machine Learning Shapes Democracy. 238-250 - André R. de Geus, Marcos Aurélio Batista, Marcos N. Rabelo, Célia A. Z. Barcelos, Sérgio F. da Silva:
Maize Insects Classification Through Endoscopic Video Analysis. 251-262 - Sabrine Hafdhellaoui, Yaakoub Boualleg
Collaborative Clustering Approach Based on Dempster-Shafer Theory for Bag-of-Visual-Words Codebook Generation. 263-273 - Issa Ayoub, Hussein Al Osman:
Memory-Efficient Backpropagation for Recurrent Neural Networks. 274-283 - Yosef Ashibani
A Behavior-Based Proactive User Authentication Model Utilizing Mobile Application Usage Patterns. 284-295 - Najeeb Khan, Ian Stavness:
Sparseout: Controlling Sparsity in Deep Networks. 296-307 - Luis Da Costa, Jean-François Rajotte:
Crowd Prediction Under Uncertainty. 308-319 - Seyyed Mohammadreza Rahimi, Rodrigo Augusto de Oliveira e Silva, Behrouz Homayoun Far, Xin Wang:
Optimized Random Walk with Restart for Recommendation Systems. 320-332 - Diego Maupomé, Marc Queudot, Marie-Jean Meurs:
Inter and Intra Document Attention for Depression Risk Assessment. 333-341
Short Papers
- Kaleb E. Smith, Phillip Williams:
A Shallow Learning - Reduced Data Approach for Image Classification. 345-351 - Farzana Anowar, Samira Sadaoui:
Multi-class Ensemble Learning of Imbalanced Bidding Fraud Data. 352-358 - Shakil M. Khan
Towards Causal Analysis of Protocol Violations. 359-365 - Sultan Ahmed, Malek Mouhoub:
Lexicographic Preference Trees with Hard Constraints. 366-372 - Abder-Rahman Ali, Jingpeng Li
Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images. 373-379 - Marcel Gehrke
Lifted Temporal Maximum Expected Utility. 380-386 - Matthew T. Mann, Howard J. Hamilton:
Automatic Generation of Video Game Character Images Using Augmented Structure-and-Style Networks. 387-393 - Charles Huyghues-Despointes, Leila Khouas, Julien Velcin, Sabine Loudcher
Weaving Information Propagation: Modeling the Way Information Spreads in Document Collections. 394-399 - Yoshimasa Kubo, Thomas Trappenberg
Mitigating Overfitting Using Regularization to Defend Networks Against Adversarial Examples. 400-405 - Junliang Luo
Self-training for Cell Segmentation and Counting. 406-412 - Xiaoyu Yang, Xiaodan Zhu, Huasha Zhao, Qiong Zhang, Yufei Feng:
Enhancing Unsupervised Pretraining with External Knowledge for Natural Language Inference. 413-419 - Ting-Yuan Lin, Jeng-Sheng Yeh, Fu-Che Wu, Yung-Yu Chuang, Andrew Dellinger:
An Experiment for Background Subtraction in a Dynamic Scene. 420-425 - Mohamed Amine Menacer, David Langlois, Denis Jouvet, Dominique Fohr, Odile Mella, Kamel Smaïli:
Machine Translation on a Parallel Code-Switched Corpus. 426-432 - Jean-Thomas Baillargeon, Luc Lamontagne
Weighting Words Using Bi-Normal Separation for Text Classification Tasks with Multiple Classes. 433-439 - Habib Hajimolahoseini, Damian P. Redfearn, Andrew Krahn:
A Deep Learning Approach for Diagnosing Long QT Syndrome Without Measuring QT Interval. 440-445 - Zakaria Soliman, Philippe Langlais, Ludovic Bourg:
Learning Career Progression by Mining Social Media Profiles. 446-452 - Raheena Dahya, Alexis Morris
Toward a Conceptual Framework for Understanding AI Action and Legal Reaction. 453-459 - Qufei Chen, Marina Sokolova:
Unsupervised Sentiment Analysis of Objective Texts. 460-465 - Saeed Najafi, Colin Cherry, Grzegorz Kondrak:
Efficient Sequence Labeling with Actor-Critic Training. 466-471 - Mashrura Tasnim
Detecting Depression from Voice. 472-478 - Mohammad Ghodratigohar, Kevin Cheung, Natalie Baddour
A Machine Learning Method for Nipple-Areola Complex Localization for Chest Masculinization Surgery. 479-485 - Muhammad Usman Arif
A Generic Evolutionary Algorithm for Efficient Multi-Robot Task Allocations. 486-491 - Hyeju Jang, Young Ji Lee, Giuseppe Carenini, Raymond T. Ng, Grace Campbell, Kendall Ho:
Neural Prediction of Patient Needs in an Ovarian Cancer Online Discussion Forum. 492-497 - Mohammed Gasmallah
Fully End-To-End Super-Resolved Bone Age Estimation. 498-504 - Jérémy Foxcroft, Adrian d'Alessandro, Luiza Antonie:
Name2Vec: Personal Names Embeddings. 505-510 - Rayhan Shikder, Pourang Irani, Pingzhao Hu
Genome-Wide Canonical Correlation Analysis-Based Computational Methods for Mining Information from Microbiome and Gene Expression Data. 511-517 - Mohammed Alliheedi
Semantic Roles: Towards Rhetorical Moves in Writing About Experimental Procedures. 518-524 - Nnamdi Ozah, Antonina Kolokolova:
Compression Improves Image Classification Accuracy. 525-530 - Karim El Mokhtari
Predicting Commentaries on a Financial Report with Recurrent Neural Networks. 531-542 - Nicolas Ewen, Tamer Abdou, Ayse Bener
Applications of Feature Selection Techniques on Large Biomedical Datasets. 543-548 - Okwudili M. Ezeme
DeepAnom: An Ensemble Deep Framework for Anomaly Detection in System Processes. 549-555 - Jérémy Charlier, Radu State, Jean Hilger:
Predicting Sparse Clients' Actions with CPOPT-Net in the Banking Environment. 556-562 - Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne
Contextual Generation of Word Embeddings for Out of Vocabulary Words in Downstream Tasks. 563-569 - Francesco Usai
Using a Deep CNN for Automatic Classification of Sleep Spindles: A Preliminary Study. 570-575
Graduate Student Symposium Papers
- Benyamin Ghojogh
Principal Sample Analysis for Data Ranking. 579-583 - Richard Hugh Moulton
Discrete-Event Systems for Modelling Decision-Making in Human Motor Control. 584-587 - Bonaventure C. Molokwu
Event Prediction in Social Graphs Using 1-Dimensional Convolutional Neural Network. 588-592 - Kalyani Selvarajah:
A Framework for Determining Effective Team Members Using Evolutionary Computation in Dynamic Social Networks. 593-596 - Sazia Mahfuz
Generating Accurate Virtual Examples for Lifelong Machine Learning. 597-600 - Mark Thomas:
Towards a Novel Data Representation for Classifying Acoustic Signals. 601-604 - Arushi Jain:
Safe Policy Learning with Constrained Return Variance. 605-608 - Shady A. Mohammed:
Artificial Intelligence-Based Latency Estimation for Distributed Systems. 609-612
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