Presentations and Authors


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Affective Content Analysis

Knowledge-Driven Feed-Forward Neural Network for Audio Affective Content Analysis PDF
Sri Harsha Dumpala, Rupayan Chakraborty, Sunil Kumar Kopparapu
Predicting Engagement Breakdown in HRI Using Thin-Slices of Facial Expressions PDF
Tianlin Liu, Arvid Kappas

Artificial Intelligence and Marketing Science

Thematic Distillation and Point of View Extraction for Enterprise-Level Documents PDF
Elham Khabiri, Wesley M. Gifford, Pietro Mazzoleni, Dharmesh Vadgama

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

Artificial Intelligence for Cyber Security

Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection PDF
Aaron Randall Tuor, Ryan Baerwolf, Nicolas Knowles, Brian Hutchinson, Nicole Nichols, Robert Jasper

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

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
MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense PDF
Sailik Sengupta, Tathagata Chakraborti, Subbarao Kambhampati

Health Intelligence

Feature Extraction from Electronic Health Records of Diabetic Nephropathy Patients with Convolutioinal Autoencoder PDF
Takayuki Katsuki, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Masaki Makino, Ryosuke Yanagiya, Atsushi Suzuki
Towards an Argumentation System for Supporting Patients in Self-Managing Their Chronic Conditions PDF
Nadin Kokciyan, Isabel Sassoon, Anthony P. Young, Martin Chapman, Talya Porat, Mark Ashworth, Vasa Curcin, Sanjay Modgil, Simon Parsons, Elizabeth Sklar
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

Plan, Activity, and Intent Recognition

Comparing Plan Recognition Algorithms through Standard Libraries PDF
Reuth Mirsky, Ran Galun, Ya'akov Gal, Gal Kaminka
Online Goal Recognition as Reasoning over Landmarks PDF
Mor Vered, Ramon Fraga Pereira, Mauricio Cecilio Magnaguagno, Felipe Meneguzzi, Gal A. Kaminka

Planning and Inference

Lifted Stochastic Planning, Belief Propagation and Marginal MAP PDF
Hao Cui, Roni Khardon
Planning and Learning for Decentralized MDPs with Event Driven Rewards PDF
Tarun Gupta, Akshat Kumar, Praveen Paruchuri

Statistical Modeling of Natural Software Corpora

Automated Refactoring of Object-Oriented Code Using Clustering Ensembles PDF
Timofey Bryksin, Alexey Shpilman, Daniel Kudenko
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