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

Artificial Intelligence and Marketing Science

Finding Exogenous Variation in Data PDF
Eliot Abrams, George Gui, Ali Hortacsu
Thematic Distillation and Point of View Extraction for Enterprise-Level Documents PDF
Elham Khabiri, Wesley M. Gifford, Pietro Mazzoleni, Dharmesh Vadgama
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

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
Deep Multiple Instance Feature Learning via Variational Autoencoder PDF
Shabnam Ghaffarzadegan

AI Enhanced Internet of Things Data Processing for Intelligent Applications

Efficient Scene Labeling via Sparse Annotations PDF
Can Qin, Maoguo Gong, Yue Wu, Dayong Tian, Puzhao Zhang

Declarative Learning Based Programming

Fairness-Aware Relational Learning and Inference PDF
Golnoosh Farnadi, Behrouz Babaki, Lise Getoor
Image Classification Using Deep Learning and Prior Knowledge PDF
Soumali Roychowdhury, Michelangelo Diligenti, Marco Gori

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
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
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
Graphically Representing Child-Robot Interaction Proxemics PDF
Marie Denise Manner, Maria L. Gini, Jed T. Elison

Knowledge Extraction from Games

Combinatorial Creativity for Procedural Content Generation via Machine Learning PDF
Matthew J. Guzdial, Mark O. Riedl

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
Comparing Plan Recognition Algorithms through Standard Libraries PDF
Reuth Mirsky, Ran Galun, Ya'akov Gal, Gal Kaminka

Planning and Inference

Planning and Learning for Decentralized MDPs with Event Driven Rewards PDF
Tarun Gupta, Akshat Kumar, Praveen Paruchuri
Learning Others' Intentional Models in Multi-Agent Settings Using Interactive POMDPs PDF
Yanlin Han, Piotr Gmytrasiewicz

Reasoning and Learning for Human-Machine Dialogues

Building Dialogue Structure from Discourse Tree of a Question PDF
Boris Galitsky
Specifying and Implementing Multi-Party Conversation Rules with Finite-State-Automata PDF
Maira Gatti de Bayser, Melina Alberio Guerra, Paulo Cavalin, Claudio Pinhanez
Gated Orthogonal Recurrent Units: On Learning to Forget PDF
Li Jing, Caglar Gulcehre, John Peurifoy, Yichen Shen, Max Tegmark, Marin Soljacic, Yoshua Bengio

Statistical Modeling of Natural Software Corpora

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
Evaluation of Type Inference with Textual Cues PDF
Amirreza Shirani, A. Pastor Lopez-Monroy, Fabio Gonzalez, Thamar Solorio, Mohammad Amin Alipour
Generating Regular Expressions from Natural Language Specifications: Are We There Yet? PDF
Zexuan Zhong, Jiaqi Guo, Wei Yang, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang