Presentations and Authors

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Artificial Intelligence Applied to Assistive Technologies and Smart Environments

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

Towards Knowledge Oriented Intelligent Audio Analytics PDF
Alessandro Oltramari, Joseph Szurley, Samarjit Das, Jonathan Francis, Juncheng Li
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

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
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

Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead PDF
Christian Kroer, Gabriele Farina, Tuomas Sandholm
Deep Reinforcement Learning for Green Security Game with Online Information PDF
Lantao Yu, Yi Wu, Rohit Singh, Lucas Joppa, Fei Fang

Declarative Learning Based Programming

Fairness-Aware Relational Learning and Inference PDF
Golnoosh Farnadi, Behrouz Babaki, Lise Getoor

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
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
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
Threat, Explore, Barter, Puzzle: A Semantically-Informed Algorithm for Extracting Interaction Modes PDF
Nancy Fulda, Daniel Ricks, Ben Murdoch, David Wingate

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

Statistical Modeling of Natural Software Corpora

Towards Traceability Link Recovery for Self-Adaptive Systems PDF
Reihaneh H. Hariri, Erik M. Fredericks