Presentations and Authors

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Affective Content Analysis

Do Convolutional Networks Need to Be Deep for Text Classification ? PDF
Hoa T. Le, Christophe Cerisara, Alexandre Denis
Predicting Engagement Breakdown in HRI Using Thin-Slices of Facial Expressions PDF
Tianlin Liu, Arvid Kappas

Artificial Intelligence and Marketing Science

Visual Listening In: Extracting Brand Image Portrayed on Social Media PDF
Liu Liu, Daria Dzyabura, Natalie Mizik
Large Scale Cross-Category Analysis of Consumer Review Content on Sales Conversion Leveraging Deep Learning PDF
Xiao Liu, Dokyun Lee, Kannan Srinivasan

Artificial Intelligence Applied to Assistive Technologies and Smart Environments

Chatti: A Conversational Chatbot Platform PDF
Inchul Hwang, Heesik Jeon, Hyung Rai Oh, Donghyeon Lee, Munjo Kim, Jihie Kim
Automatic Sign Detection with Application to an Assistive Robot PDF
Amlaan Shakeel, Peining Che, Xien Liu, Yamuna Rajesekhar, John C. Femiani

AI Enhanced Internet of Things Data Processing for Intelligent Applications

Transfer Learning for Traffic Speed Prediction: A Preliminary Study PDF
Bill Y. Lin, Frank F. Xu, Eve Q. Liao, Kenny Q. Zhu
Encoding Temporal Markov Dynamics in Graph for Visualizing and Mining Time Series PDF
Lu Liu, Zhiguang Wang
Towards Knowledge Oriented Intelligent Audio Analytics PDF
Alessandro Oltramari, Joseph Szurley, Samarjit Das, Jonathan Francis, Juncheng Li

Artificial Intelligence for Imperfect-Information Games

Dynamic Adaptation and Opponent Exploitation in Computer Poker PDF
Xun Li, Risto Miikkulainen
Consequentialist Conditional Cooperation in Social Dilemmas with Imperfect Information (Short Workshop Version) PDF
Alexander Peysakhovich, Adam Lerer

Engineering Dependable and Secure Machine Learning Systems

Autonomous Model Management via Reinforcement Learning PDF
Elad Liebman, Eric Zavesky, Peter Stone
Can We Achieve Open Category Detection with Guarantees? PDF
Si Liu, Risheek Garrepalli, Alan Fern, Thomas G. Dietterich

Health Intelligence

Detecting Personal Experience Tweets for Health Surveillance Using Unsupervised Feature Learning and Recurrent Neural Networks PDF
Shichao Feng, Keyuan Jiang, Jiyun Li, Ricardo A. Calix, Matrika Gupta
Assistive AI for Coping with Memory Loss PDF
Libby Ferland, Ziwei Li, Shridhar Sukhani, Joan Zheng, Luyang Zhao, Maria Gini
A Predictive Analytics Methodology to Assess and Optimize Readmission Risk in Heart Failure Patients PDF
Pavitra Krishnaswamy, Savitha Ramasamy, Abdullah Al-Dujaili, Srinath Sridharan, Geraldine Goh, Shao Chuen Tong, Khin Chaw Yu Aung, Gerard Leong Kui Toh, Michael Ross Macdonald, Sheldon Lee Shao Guang, Yan Cao, Suresh Sundaram, Chow Wai Leng
Using Digital Purchasing Data to Generate Public Health Evidence: Learning Unhealthy Beverage Demand from Grocery Transaction Data PDF
Hiroshi Mamiya, Xing Han Lu, Yu Ma, David L. Buckeridge
Topical Phrase Extraction from Clinical Reports by Incorporating both Local and Global Context PDF
Gabriele Pergola, Yulan He, David Lowe
Learning Bayesian Network Structure by Self-Generating Prior Information: The Two-Step Clustering-Based Strategy PDF
Yikun Zhang, Yang Liu, Jiming Liu
Utilizing Social Media to Combat Opioid Addiction Epidemic: Automatic Detection of Opioid Users from Twitter PDF
Yiming Zhang, Yujie Fan, Yanfang Ye, Xin Li, Erin L. Winstanley

Planning and Inference

Generalized Dual Decomposition for Bounding Maximum Expected Utility of Influence Diagrams with Perfect Recall PDF
Junkyu Lee, Alexander Ihler, Rina Dechter
R2PG: Risk-Sensitive and Reliable Policy Gradient PDF
Bo Liu, Ji Liu, Kenan Xiao

Reasoning and Learning for Human-Machine Dialogues

Making Personalized Recommendation through Conversation: Architecture Design and Recommendation Methods PDF
Sunhwan Lee, Robert Moore, Guang-Jie Ren, Raphael Arar, Shun Jiang

Statistical Modeling of Natural Software Corpora

Statistical Machine Translation Is a Natural Fit for Automatic Identifier Renaming in Software Source Code PDF
Jeremy Lacomis, Alan Jaffe, Edward J. Schwartz, Claire Le Goues, Bogdan Vasilescu
Natural Language Processing and Program Analysis for Supporting Todo Comments as Software Evolves PDF
Pengyu Nie, Junyi Jessy Li, Sarfraz Khurshid, Raymond Mooney, Milos Gligoric
Evaluation of Type Inference with Textual Cues PDF
Amirreza Shirani, A. Pastor Lopez-Monroy, Fabio Gonzalez, Thamar Solorio, Mohammad Amin Alipour
Generating Regular Expressions from Natural Language Specifications: Are We There Yet? PDF
Zexuan Zhong, Jiaqi Guo, Wei Yang, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang