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
Track:
 

Artificial Intelligence and Marketing Science

Large Scale Cross-Category Analysis of Consumer Review Content on Sales Conversion Leveraging Deep Learning PDF
Xiao Liu, Dokyun Lee, Kannan Srinivasan
Bingeability and Ad Tolerance: New Metrics for the Streaming Media Age PDF
Prashant Rajaram, Puneet Manchanda, Eric Schwartz
Machine Learning Based Prediction of Consumer Purchasing Decisions: The Evidence and Its Significance PDF
Saavi Stubseid, Ognjen Arandjelovic
VoC-DL: Revisiting Voice of Customer Using Deep Learning PDF
Susheel Suresh, Guru Rajan TS, Vipin Gopinath

Artificial Intelligence Applied to Assistive Technologies and Smart Environments

αPOMDP: State-Based Decision Making for Personalized Assistive Robots PDF
Hend AlTair, Gonçalo Martins, Luıs Santos, Jorge Dias
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
Self-Learning Algorithms for the Personalised Interaction with People with Dementia PDF
Bram Steenwinckel, Femke De Backere, Jelle Nelis, Femke Ongenae, Filip De Turck

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

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
Malware Detection by Eating a Whole EXE PDF
Edward Raff, Jon Barker, Jared Sylvester, Robert Brandon, Bryan Catanzaro, Charles K. Nicholas
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

Engineering Dependable and Secure Machine Learning Systems

Autonomous Model Management via Reinforcement Learning PDF
Elad Liebman, Eric Zavesky, Peter Stone
MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target Defense PDF
Sailik Sengupta, Tathagata Chakraborti, Subbarao Kambhampati
Multiple-Implementation Testing of Supervised Learning Software PDF
Siwakorn Srisakaokul, Zhengkai Wu, Angello Astorga, Oreoluwa Alebiosu, Tao Xie

Health Intelligence

Assistive AI for Coping with Memory Loss PDF
Libby Ferland, Ziwei Li, Shridhar Sukhani, Joan Zheng, Luyang Zhao, Maria Gini
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
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
Preventing Infectious Disease in Dynamic Populations under Uncertainty PDF
Bryan Wilder, Sze-Chuan Suen, Milind Tambe

Knowledge Extraction from Games

Towards Inductive Logic Programming for Game Analysis: Leda PDF
Adam Summerville
Retrieving Game States with Moment Vectors PDF
Zeping Zhan, Adam M. Smith

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

An Inherently Explainable Model for Video Activity Interpretation PDF
Sathyanarayanan N. Aakur, Fillipe DM de Souza, Sudeep Sarkar
MEETING BOT: Reinforcement Learning for Dialogue Based Meeting Scheduling PDF
Vishwanath D, Lovekesh Vig, Gautam Shroff, Puneet Agarwal
Gated Orthogonal Recurrent Units: On Learning to Forget PDF
Li Jing, Caglar Gulcehre, John Peurifoy, Yichen Shen, Max Tegmark, Marin Soljacic, Yoshua Bengio
Automatic Extraction of Domain Specific Latent Beliefs in Customer Complaints to Help Tailor Chatbots PDF
Amit Sangroya, C. Anantaram, Pratik Saini, Mrinal Rawat
Knowledge-Graph Driven Information State Approach to Dialog PDF
Svetlana Stoyanchev, Michael Johnston

Statistical Modeling of Natural Software Corpora

Automated Refactoring of Object-Oriented Code Using Clustering Ensembles PDF
Timofey Bryksin, Alexey Shpilman, Daniel Kudenko
Statistical Machine Translation Is a Natural Fit for Automatic Identifier Renaming in Software Source Code PDF
Jeremy Lacomis, Alan Jaffe, Edward J. Schwartz, Claire Le Goues, Bogdan Vasilescu
Evaluation of Type Inference with Textual Cues PDF
Amirreza Shirani, A. Pastor Lopez-Monroy, Fabio Gonzalez, Thamar Solorio, Mohammad Amin Alipour