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人工智能进展:第32届加拿大人工智能会议,加拿大人工智能2019,金斯敦,加拿大,2019年5月28-31日,会议记录-Advances in Artificial Intelligence: 32n

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标题(title):Advances in Artificial Intelligence: 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, Kingston, ON, Canada, May 28–31, 2019, Proceedings
人工智能进展:第32届加拿大人工智能会议,加拿大人工智能2019,金斯敦,加拿大,2019年5月28-31日,会议记录
作者(author):Marie-Jean Meurs, Frank Rudzicz
出版社(publisher):Springer International Publishing
大小(size):52 MB (54633930 bytes)
格式(extension):pdf
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This book constitutes the refereed proceedings of the 32nd Canadian Conference on Artificial Intelligence, Canadian AI 2019, held in Kingston, ON, Canada, in May 2019.
The 27 regular papers and 34 short papers presented together with 8 Graduate Student Symposium papers and 4 Industry Track papers were carefully reviewed and selected from 132 submissions. The focus of the conference was on artificial intelligence research and advanced information and communications technology.




Table of contents :
Front Matter ....Pages i-xvii
Front Matter ....Pages 1-1
Categorizing Emails Using Machine Learning with Textual Features (Haoran Zhang, Jagadish Rangrej, Saad Rais, Michael Hillmer, Frank Rudzicz, Kamil Malikov)....Pages 3-15
Weakly Supervised, Data-Driven Acquisition of Rules for Open Information Extraction (Fabrizio Gotti, Philippe Langlais)....Pages 16-28
Measuring Human Emotion in Short Documents to Improve Social Robot and Agent Interactions (David Skillicorn, Nasser Alsadhan, Richard Billingsley, Mary-Anne Williams)....Pages 29-41
Exploiting Symmetry of Independence in d-Separation (Cory J. Butz, André E. dos Santos, Jhonatan S. Oliveira, Anders L. Madsen)....Pages 42-54
Personality Extraction Through LinkedIn (Frédéric Piedboeuf, Philippe Langlais, Ludovic Bourg)....Pages 55-67
Solving Influence Diagrams with Simple Propagation (Anders L. Madsen, Cory J. Butz, Jhonatan Oliveira, André E. dos Santos)....Pages 68-79
Uncertain Evidence for Probabilistic Relational Models (Marcel Gehrke, Tanya Braun, Ralf Möller)....Pages 80-93
Enhanced Collaborative Filtering Through User-Item Subgroups, Particle Swarm Optimization and Fuzzy C-Means (Ayangleima Laishram, Vineet Padmanabhan)....Pages 94-106
TextKD-GAN: Text Generation Using Knowledge Distillation and Generative Adversarial Networks (Md. Akmal Haidar, Mehdi Rezagholizadeh)....Pages 107-118
SALSA-TEXT: Self Attentive Latent Space Based Adversarial Text Generation (Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar, Mehdi Rezagholizadeh)....Pages 119-131
Automatically Learning a Human-Resource Ontology from Professional Social-Network Data (David Alfonso-Hermelo, Philippe Langlais, Ludovic Bourg)....Pages 132-145
Efficient Transformer-Based Sentence Encoding for Sentence Pair Modelling (Mahtab Ahmed, Robert E. Mercer)....Pages 146-159
Instance Ranking and Numerosity Reduction Using Matrix Decomposition and Subspace Learning (Benyamin Ghojogh, Mark Crowley)....Pages 160-172
Hybrid Temporal Situation Calculus (Vitaliy Batusov, Giuseppe De Giacomo, Mikhail Soutchanski)....Pages 173-185
3D Depthwise Convolution: Reducing Model Parameters in 3D Vision Tasks (Rongtian Ye, Fangyu Liu, Liqiang Zhang)....Pages 186-199
Identifying Misaligned Spans in Parallel Corpora Using Change Point Detection (Andrea Pagotto, Patrick Littell, Yunli Wang, Cyril Goutte)....Pages 200-211
In Vino Veritas: Estimating Vineyard Grape Yield from Images Using Deep Learning (Daniel L. Silver, Tanya Monga)....Pages 212-224
Options in Multi-task Reinforcement Learning - Transfer via Reflection (Nicholas Denis, Maia Fraser)....Pages 225-237
The Invisible Power of Fairness. How Machine Learning Shapes Democracy (Elena Beretta, Antonio Santangelo, Bruno Lepri, Antonio Vetrò, Juan Carlos De Martin)....Pages 238-250
Maize Insects Classification Through Endoscopic Video Analysis (André R. de Geus, Marcos A. Batista, Marcos N. Rabelo, Celia Z. Barcelos, Sérgio F. da Silva)....Pages 251-262
Collaborative Clustering Approach Based on Dempster-Shafer Theory for Bag-of-Visual-Words Codebook Generation (Sabrine Hafdhellaoui, Yaakoub Boualleg, Mohamed Farah)....Pages 263-273
Memory-Efficient Backpropagation for Recurrent Neural Networks (Issa Ayoub, Hussein Al Osman)....Pages 274-283
A Behavior-Based Proactive User Authentication Model Utilizing Mobile Application Usage Patterns (Yosef Ashibani, Qusay H. Mahmoud)....Pages 284-295
Sparseout: Controlling Sparsity in Deep Networks (Najeeb Khan, Ian Stavness)....Pages 296-307
Crowd Prediction Under Uncertainty (Luis Da Costa, Jean-François Rajotte)....Pages 308-319
Optimized Random Walk with Restart for Recommendation Systems (Seyyed Mohammadreza Rahimi, Rodrigo Augusto de Oliveira e Silva, Behrouz Far, Xin Wang)....Pages 320-332
Inter and Intra Document Attention for Depression Risk Assessment (Diego Maupomé, Marc Queudot, Marie-Jean Meurs)....Pages 333-341
Front Matter ....Pages 343-343
A Shallow Learning - Reduced Data Approach for Image Classification (Kaleb E. Smith, Phillip Williams)....Pages 345-351
Multi-class Ensemble Learning of Imbalanced Bidding Fraud Data (Farzana Anowar, Samira Sadaoui)....Pages 352-358
Towards Causal Analysis of Protocol Violations (Shakil M. Khan, Mikhail Soutchanski)....Pages 359-365
Lexicographic Preference Trees with Hard Constraints (Sultan Ahmed, Malek Mouhoub)....Pages 366-372
Supervised Versus Unsupervised Deep Learning Based Methods for Skin Lesion Segmentation in Dermoscopy Images (Abder-Rahman Ali, Jingpeng Li, Thomas Trappenberg)....Pages 373-379
Lifted Temporal Maximum Expected Utility (Marcel Gehrke, Tanya Braun, Ralf Möller)....Pages 380-386
Automatic Generation of Video Game Character Images Using Augmented Structure-and-Style Networks (Matthew T. Mann, Howard J. Hamilton)....Pages 387-393
Weaving Information Propagation: Modeling the Way Information Spreads in Document Collections (Charles Huyghues-Despointes, Leila Khouas, Julien Velcin, Sabine Loudcher)....Pages 394-399
Mitigating Overfitting Using Regularization to Defend Networks Against Adversarial Examples (Yoshimasa Kubo, Thomas Trappenberg)....Pages 400-405
Self-training for Cell Segmentation and Counting (J. Luo, S. Oore, P. Hollensen, A. Fine, T. Trappenberg)....Pages 406-412
Enhancing Unsupervised Pretraining with External Knowledge for Natural Language Inference (Xiaoyu Yang, Xiaodan Zhu, Huasha Zhao, Qiong Zhang, Yufei Feng)....Pages 413-419
An Experiment for Background Subtraction in a Dynamic Scene (Ting-Yuan Lin, Jeng-Sheng Yeh, Fu-Che Wu, Yung-Yu Chuang, Andrew Dellinger)....Pages 420-425
Machine Translation on a Parallel Code-Switched Corpus (M. A. Menacer, D. Langlois, D. Jouvet, D. Fohr, O. Mella, K. Smaïli)....Pages 426-432
Weighting Words Using Bi-Normal Separation for Text Classification Tasks with Multiple Classes (Jean-Thomas Baillargeon, Luc Lamontagne, Étienne Marceau)....Pages 433-439
A Deep Learning Approach for Diagnosing Long QT Syndrome Without Measuring QT Interval (Habib Hajimolahoseini, Damian Redfearn, Andrew Krahn)....Pages 440-445
Learning Career Progression by Mining Social Media Profiles (Zakaria Soliman, Philippe Langlais, Ludovic Bourg)....Pages 446-452
Toward a Conceptual Framework for Understanding AI Action and Legal Reaction (Raheena Dahya, Alexis Morris)....Pages 453-459
Unsupervised Sentiment Analysis of Objective Texts (Qufei Chen, Marina Sokolova)....Pages 460-465
Efficient Sequence Labeling with Actor-Critic Training (Saeed Najafi, Colin Cherry, Grzegorz Kondrak)....Pages 466-471
Detecting Depression from Voice (Mashrura Tasnim, Eleni Stroulia)....Pages 472-478
A Machine Learning Method for Nipple-Areola Complex Localization for Chest Masculinization Surgery (Mohammad Ghodratigohar, Kevin Cheung, Natalie Baddour, Hussein Al Osman)....Pages 479-485
A Generic Evolutionary Algorithm for Efficient Multi-Robot Task Allocations (Muhammad Usman Arif)....Pages 486-491
Neural Prediction of Patient Needs in an Ovarian Cancer Online Discussion Forum (Hyeju Jang, Young Ji Lee, Giuseppe Carenini, Raymond Ng, Grace Campbell, Kendall Ho)....Pages 492-497
Fully End-To-End Super-Resolved Bone Age Estimation (Mohammed Gasmallah, Farhana Zulkernine, Francois Rivest, Parvin Mousavi, Alireza Sedghi)....Pages 498-504
Name2Vec: Personal Names Embeddings (Jeremy Foxcroft, Adrian d’Alessandro, Luiza Antonie)....Pages 505-510
Genome-Wide Canonical Correlation Analysis-Based Computational Methods for Mining Information from Microbiome and Gene Expression Data (Rayhan Shikder, Pourang Irani, Pingzhao Hu)....Pages 511-517
Semantic Roles: Towards Rhetorical Moves in Writing About Experimental Procedures (Mohammed Alliheedi, Robert E. Mercer)....Pages 518-524
Compression Improves Image Classification Accuracy (Nnamdi Ozah, Antonina Kolokolova)....Pages 525-530
Predicting Commentaries on a Financial Report with Recurrent Neural Networks (Karim El Mokhtari, John Maidens, Ayse Bener)....Pages 531-542
Applications of Feature Selection Techniques on Large Biomedical Datasets (Nicolas Ewen, Tamer Abdou, Ayse Bener)....Pages 543-548
DeepAnom: An Ensemble Deep Framework for Anomaly Detection in System Processes (Okwudili M. Ezeme, Michael Lescisin, Qusay H. Mahmoud, Akramul Azim)....Pages 549-555
Predicting Sparse Clients’ Actions with CPOPT-Net in the Banking Environment (Jeremy Charlier, Radu State, Jean Hilger)....Pages 556-562
Contextual Generation of Word Embeddings for Out of Vocabulary Words in Downstream Tasks (Nicolas Garneau, Jean-Samuel Leboeuf, Luc Lamontagne)....Pages 563-569
Using a Deep CNN for Automatic Classification of Sleep Spindles: A Preliminary Study (Francesco Usai, Thomas Trappenberg)....Pages 570-575
Front Matter ....Pages 577-577
Principal Sample Analysis for Data Ranking (Benyamin Ghojogh)....Pages 579-583
Discrete-Event Systems for Modelling Decision-Making in Human Motor Control (Richard Hugh Moulton)....Pages 584-587
Event Prediction in Social Graphs Using 1-Dimensional Convolutional Neural Netw
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