Presentations and Authors


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Affective Content Analysis

Emotion Detection on TV Show Transcripts with Sequence-Based Convolutional Neural Networks PDF
Sayyed M. Zahiri, Jinho D. Choi

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
Efficient Scene Labeling via Sparse Annotations PDF
Can Qin, Maoguo Gong, Yue Wu, Dayong Tian, Puzhao Zhang
ILPC: Iterative Learning Using Physical Constraints in Real-World Sensing Data PDF
Tong Yu, Shijia Pan, Susu Xu, Xinlei Chen, Mostafa Mirshekari, Jonathon Fagert, Hae Young Noh, Pei Zhang, Ole J. Mengshoel
Recover Missing Sensor Data with Iterative Imputing Network PDF
Jingguang Zhou, Zili Huang

Engineering Dependable and Secure Machine Learning Systems

Autonomous Model Management via Reinforcement Learning PDF
Elad Liebman, Eric Zavesky, Peter Stone
Optimizing Hierarchical Classification with Adaptive Node Collapses PDF
Sujan Perera, Orna Raz, Ramani Routray, Shenghua Bao, Marcel Zalmanovici
Distributed Deep Learning under Differential Privacy with the Teacher-Student Paradigm PDF
Jun Zhao

Health Intelligence

Assistive AI for Coping with Memory Loss PDF
Libby Ferland, Ziwei Li, Shridhar Sukhani, Joan Zheng, Luyang Zhao, Maria Gini
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

Knowledge Extraction from Games

Roles that Plan, Activity, and Intent Recognition with Planning Can Play in Games PDF
Richard Gabriel Freedman, Shlomo Zilberstein
Retrieving Game States with Moment Vectors PDF
Zeping Zhan, Adam M. Smith

Plan, Activity, and Intent Recognition

Towards Quicker Probabilistic Recognition with Multiple Goal Heuristic Search PDF
Richard G. Freedman, Yi Ren Fung, Roman Ganchin, Shlomo Zilberstein
Inverse Reinforcement Learning Based Human Behavior Modeling for Goal Recognition in Dynamic Local Network Interdiction PDF
Yunxiu Zeng, Kai Xu, Quanjun Yin, Long Qin, Yabing Zha, William Yeoh

Reasoning and Learning for Human-Machine Dialogues

State Tracking Networks for Dialog State Tracking PDF
Xuguang Wang, Xingyi Cheng, Jie Zhou, Wei Xu

Statistical Modeling of Natural Software Corpora

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