Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

AI Enhanced Internet of Things Data Processing for Intelligent Applications

Encoding Temporal Markov Dynamics in Graph for Visualizing and Mining Time Series PDF
Lu Liu, Zhiguang Wang
Efficient Scene Labeling via Sparse Annotations PDF
Can Qin, Maoguo Gong, Yue Wu, Dayong Tian, Puzhao Zhang

Artificial Intelligence for Cyber Security

RADMAX: Risk and Deadline Aware Planning for Maximum Utility PDF
Jingkai Chen, Cheng Fang, Christian Muise, Howard Shrobe, Brian C. Williams, Peng Yu
Deceitful Attacks in Security Games PDF
Thanh Hong Nguyen, Michael Wellman, Arunesh Sinha
Detecting Cyberattack Entities from Audit Data via Multi-View Anomaly Detection with Feedback PDF
Md Amran Siddiqui, Alan Fern, Ryan Wright, Alec Theriault, David Archer, William Maxwell

Artificial Intelligence for Imperfect-Information Games

Evaluating the Stability of Non-Adaptive Trading in Continuous Double Auctions: A Reinforcement Learning Approach PDF
Mason Wright, Michael P Wellman
Deep Reinforcement Learning for Green Security Game with Online Information PDF
Lantao Yu, Yi Wu, Rohit Singh, Lucas Joppa, Fei Fang

Engineering Dependable and Secure Machine Learning Systems

Evaluation of Predictive Models for Wildlife Poaching Activity through Controlled Field Test in Uganda PDF
Shahrzad Gholami, Benjamin Ford, Debarun Kar, Fei Fang, Milind Tambe, Andrew Plumptre, Margaret Driciru, Fred Wanyama, Aggrey Rwetsiba, Mustapha Nsubaga, Joshua Mabonga
Multiple-Implementation Testing of Supervised Learning Software PDF
Siwakorn Srisakaokul, Zhengkai Wu, Angello Astorga, Oreoluwa Alebiosu, Tao Xie
Climbing the Kaggle Leaderboard by Exploiting the Log-Loss Oracle PDF
Jacob Whitehill

Health Intelligence

Personalized Medication Dosing Using Volatile Data Streams PDF
Mohammad M. Ghassemi, Tuka AlHanai, M. Brandon Westover, Roger G. Mark, Shamim Nemati
Learning Disentangled Representation from 12-Lead Electrograms: Application in Localizing the Origin of Ventricular Tachycardia PDF
Prashnna K. Gyawali, B. Milan Horacek, John L. Sapp, Linwei Wang
Diabetic Retinopathy Detection via Deep Convolutional Networks for Discriminative Localization and Visual Explanation PDF
Zhiguang Wang, Jianbo Yang
Preventing Infectious Disease in Dynamic Populations under Uncertainty PDF
Bryan Wilder, Sze-Chuan Suen, Milind Tambe
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

Threat, Explore, Barter, Puzzle: A Semantically-Informed Algorithm for Extracting Interaction Modes PDF
Nancy Fulda, Daniel Ricks, Ben Murdoch, David Wingate
Concept-Aware Feature Extraction for Knowledge Transfer in Reinforcement Learning PDF
John Winder, Marie desJardins

Plan, Activity, and Intent Recognition

DIPD: Gaze-Based Intention Inference in Dynamic Environments PDF
Yu-Sian Jiang, Garrett Warnell, Peter Stone

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

Extracting Information Types from Android Layout Code Using Sequence to Sequence Learning PDF
Mitra Bokaei Hosseini, Xue Qin, Xiaoyin Wang, Jianwei Niu