Presentations and Authors


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Affective Content Analysis

Editorial for the AAAI-18 Workshop on Affective Content Analysis PDF
Niyati Chhaya, Kokil Jaidka, Lyle H. Ungar
Knowledge-Driven Feed-Forward Neural Network for Audio Affective Content Analysis PDF
Sri Harsha Dumpala, Rupayan Chakraborty, Sunil Kumar Kopparapu
Do Convolutional Networks Need to Be Deep for Text Classification ? PDF
Hoa T. Le, Christophe Cerisara, Alexandre Denis
Emotion Detection on TV Show Transcripts with Sequence-Based Convolutional Neural Networks PDF
Sayyed M. Zahiri, Jinho D. Choi

Artificial Intelligence Applied to Assistive Technologies and Smart Environments

Unsupervised Morphological Segmentation for Detecting Parkinson’s Disease PDF
Elif Eyigoz, Pablo Polosecki, Adolfo M. Garcia, Katharina Rogg, Juan Orozco-Arroyave, Sabine Skodda, Eugenia Hesse, Agustin Ibanez, Guillermo Cecchi
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

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

End-to-End Active Learning for Computer Security Experts PDF
Anaël Beaugnon, Pierre Chifflier, Francis Bach
RADMAX: Risk and Deadline Aware Planning for Maximum Utility PDF
Jingkai Chen, Cheng Fang, Christian Muise, Howard Shrobe, Brian C. Williams, Peng Yu
Malware Detection by Eating a Whole EXE PDF
Edward Raff, Jon Barker, Jared Sylvester, Robert Brandon, Bryan Catanzaro, Charles K. Nicholas

Engineering Dependable and Secure Machine Learning Systems

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

Health Intelligence

Multi-Label Classification of Patient Notes: Case Study on ICD Code Assignment PDF
Tal Baumel, Jumana Nassour-Kassis, Raphael Cohen, Michael Elhadad, Nóemie Elhadad
Personalized Healthcare for Patients Access to Price Transparency PDF
William E. Cheetham
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
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
A Framework for Utilizing Lab Test Results for Clinical Prediction of ICU Patients PDF
Mohammad Mehedy Masud, Muhsin Cheratta
Integrating Environmental Data, Citizen Science and Personalized Predictive Modeling to Support Public Health in Cities: The PULSE WebGIS PDF
Enea Parimbelli, Daniele Pala, Riccardo Bellazzi, Cecilia Vera-Munoz, Vittorio Casella
Using Machine Learning and Urine Cytology for Bladder Cancer Prescreening and Patient Stratification PDF
William Tun, Ognjen Arandjelovic, Peter David Caie

Plan, Activity, and Intent Recognition

Validation of Hierarchical Plans via Parsing of Attribute Grammars PDF
Roman Bartak, Adrien Maillard, Rafael C. Cardoso

Planning and Inference

Lifted Stochastic Planning, Belief Propagation and Marginal MAP PDF
Hao Cui, Roni Khardon

Reasoning and Learning for Human-Machine Dialogues

Safebot: A Safe Collaborative Chatbot PDF
Merav Chkroun, Amos Azaria
Specifying and Implementing Multi-Party Conversation Rules with Finite-State-Automata PDF
Maira Gatti de Bayser, Melina Alberio Guerra, Paulo Cavalin, Claudio Pinhanez
State Tracking Networks for Dialog State Tracking PDF
Xuguang Wang, Xingyi Cheng, Jie Zhou, Wei Xu

Statistical Modeling of Natural Software Corpora

Towards J.A.R.V.I.S. for Software Engineering: Lessons Learned in Implementing a Natural Language Chat Interface PDF
Rahul Pandita, Steven Bucuvalas, Hugolin Bergier, Aleksandar Chakarov, Elizabeth Richards