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:
 

Affective Content Analysis

Multimodal Alignment for Affective Content PDF
Nikita Haduong, David Nester, Preethi Vaidyanathan, Emily Prud'hommeaux, Reynold Bailey, Cecilia O. Alm

Artificial Intelligence and Marketing Science

Large Scale Online Brand Networks to Study Brand Effects PDF
Pankhuri Malhotra, Siddhartha Bhattacharyya
Inferring Brand Knowledge from Online Consumer Associative Brand Networks PDF
Minghong Xu, Siddhartha Bhattacharyya

Artificial Intelligence for Cyber Security

End-to-End Active Learning for Computer Security Experts PDF
Anaël Beaugnon, Pierre Chifflier, Francis Bach
Malware Detection by Eating a Whole EXE PDF
Edward Raff, Jon Barker, Jared Sylvester, Robert Brandon, Bryan Catanzaro, Charles K. Nicholas
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

Declarative Learning Based Programming

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

Engineering Dependable and Secure Machine Learning Systems

Denoising Dictionary Learning Against Adversarial Perturbations PDF
John Mitro, Derek Bridge, Steven Prestwich
Optimizing Hierarchical Classification with Adaptive Node Collapses PDF
Sujan Perera, Orna Raz, Ramani Routray, Shenghua Bao, Marcel Zalmanovici

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
Using Digital Purchasing Data to Generate Public Health Evidence: Learning Unhealthy Beverage Demand from Grocery Transaction Data PDF
Hiroshi Mamiya, Xing Han Lu, Yu Ma, David L. Buckeridge
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

Plan, Activity, and Intent Recognition

Validation of Hierarchical Plans via Parsing of Attribute Grammars PDF
Roman Bartak, Adrien Maillard, Rafael C. Cardoso
Plan and Goal Recognition as HTN Planning PDF ()
Daniel Höller, Pascal Bercher, Gregor Behnke, Susanne Biundo

Planning and Inference

Probabilistic Planning by Probabilistic Programming PDF
Vaishak Belle

Reasoning and Learning for Human-Machine Dialogues

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

Automated Refactoring of Object-Oriented Code Using Clustering Ensembles PDF
Timofey Bryksin, Alexey Shpilman, Daniel Kudenko
Cross-Language Learning for Program Classification Using Bilateral Tree-Based Convolutional Neural Networks PDF
Nghi D. Q. Bui, Lingxiao Jiang, Yijun Yu
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