Presentations and Authors


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Invited Talks and Research Excellence Paper

Open Information Extraction: The Second Generation PDF
Oren Etzioni, Anthony Fader, Janara Christensen, Stephen Soderland, - Mausam

Agent-Based and Multiagent Systems

Dynamics of Profit-Sharing Games PDF
John Augustine, Ning Chen, Edith Elkind, Angelo Fanelli, Nick Gravin, Dmitry Shiryaev
Manipulation in Group Argument Evaluation PDF
Martin Caminada, Gabriella Pigozzi, Mikołaj Podlaszewski
Towards More Expressive Cake Cutting PDF
Ioannis Caragiannis, John K. Lai, Ariel D. Procaccia
Efficient Mechanisms with Risky Participation PDF
Ruggiero Cavallo
Using Incentive Mechanisms for an Adaptive Regulation of Open Multi-Agent Systems PDF
Roberto Centeno, Holger Billhardt
AstonCAT-Plus: An Efficient Specialist for the TAC Market Design Tournament PDF
Meng Chang, Minghua He, Xudong Luo
A Market Clearing Solution for Social Lending PDF
Ning Chen, Arpita Ghosh
Hypercubewise Preference Aggregation in Multi-Issue Domains PDF
Vincent Conitzer, Jérôme Lang, Lirong Xia
Human-Agent Auction Interactions: Adaptive-Aggressive Agents Dominate PDF
Marco De Luca, Dave Cliff
Security Games with Multiple Attacker Resources PDF
Dmytro Korzhyk, Vincent Conitzer, Ronald Parr
Facing Openness with Socio Cognitive Trust and Categories PDF
Matteo Venanzi, Michele Piunti, Rino Falcone, Cristiano Castelfranchi
Dynamic Sanctioning for Robust and Cost-Efficient Norm Compliance PDF
Daniel Villatoro, Giulia Andrighetto, Jordi Sabater-Mir, Rosaria Conte
Online Planning for Ad Hoc Autonomous Agent Teams PDF
Feng Wu, Shlomo Zilberstein, Xiaoping Chen
A Maximum Likelihood Approach Towards Aggregating Partial Orders PDF
Lirong Xia, Vincent Conitzer

Constraints, Satisfiability, and Search

Symmetries and Lazy Clause Generation PDF
Geoffrey Chu, Maria Garcia de la Banda, Chris Mears, Peter J. Stuckey

Knowledge Representation, Reasoning, and Logic

A Theory of Meta-Diagnosis: Reasoning About Diagnostic Systems PDF
Nuno Belard, Yannick Pencolé, Michel Combacau
Finite-Valued Lukasiewicz Modal Logic Is PSPACE-Complete PDF
Félix Bou, Marco Cerami, Francesc Esteva
A Practical Automata-Based Technique for Reasoning in Expressive Description Logics PDF
Diego Calvanese, Domenico Carbotta, Magdalena Ortiz
Containment of Regular Path Queries under Description Logic Constraints PDF
Diego Calvanese, Magdalena Ortiz, Mantas Simkus
Defeasible Inheritance-Based Description Logics PDF
Umberto Straccia, Giovanni Casini

Machine Learning

A Competitive Strategy for Function Approximation in Q-Learning PDF
Alejandro Gabriel Agostini, Enric Celaya
A Framework for Incorporating General Domain Knowledge into Latent Dirichlet Allocation Using First-Order Logic PDF
David Andrzejewski, Xiaojin Zhu, Mark Craven, Benjamin Recht
Distance Metric Learning under Covariate Shift PDF
Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang
Using Cases as Heuristics in Reinforcement Learning: A Transfer Learning Application PDF
Luiz A. Celiberto Jr., Jackson P. Matsuura, Ramon Lopez de Mantaras, Reinaldo A. C. Bianchi
Increasing the Scalability of the Fitting of Generalised Block Models for Social Networks PDF
Jeffrey Chan, Samantha Lam, Conor Hayes
Concept Labeling: Building Text Classifiers with Minimal Supervision PDF
Vijil Chenthamarakshan, Prem Melville, Vikas Sindhwani, Richard D Lawrence
Unsupervised Learning of Patterns in Data Streams Using Compression and Edit Distance PDF
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Flexible, High Performance Convolutional Neural Networks for Image Classification PDF
Dan Claudiu Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber
Automatic State Abstraction from Demonstration PDF
Luis Carlos Cobo, Peng Zang, Charles Lee Isbell Jr., Andrea Lockerd Thomaz
Adaptation of a Mixture of Multivariate Bernoulli Distributions PDF
Ankur Kamthe, Miguel Angel Carreira-Perpinan, Alberto E. Cerpa
Activity Recognition with Finite State Machines PDF
Wesley Kerr, Anh Tran, Paul Cohen
Distribution-Aware Online Classifiers PDF
Tam T. Nguyen, Kuiyu Chang, Cheung Siu Hui
Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction PDF
Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Frederick Semazzi, Alok Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova
Active Online Classification Via Information Maximization PDF
Noam Slonim, Elad Yom-Tov, Koby Crammer
Similarity-Based Approach for Positive and Unlabelled Learning PDF
Yanshan Xiao, Bo Liu, Jie Yin, Longbing Cao, Chengqi Zhang, Zhifeng Hao
Matrix Co-Factorization on Compressed Sensing PDF
Seungjin Choi, Jiho Yoo

Multidisciplinary Topics And Applications

A Hierarchical Architecture for Adaptive Brain-Computer Interfacing PDF
Mike Chung, Willy Cheung, Reinhold Scherer, Rajesh P. N. Rao
Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations PDF
Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu
Visual Task Inference Using Hidden Markov Models PDF
Amin Haji Abolhassani, James J. Clark
Multi-Select Faceted Navigation Based on Minimum Description Length Principle PDF
Chao He, Xueqi Cheng, Jiafeng Guo, Huawei Shen

Natural-Language Processing

Short Text Classification Improved by Learning Multi-Granularity Topics PDF
Mengen Chen, Xiaoming Jin, Dou Shen
Online Latent Structure Training for Language Acquisition PDF
Michael James Connor, Cynthia Fisher, Dan Roth
Unsupervised Modeling of Dialog Acts in Asynchronous Conversations PDF
Shafiq Rayhan Joty, Giuseppe Carenini, Chin-Yew Lin
An Approach to Answer Selection in Question-Answering Based on Semantic Relations PDF
Ana Cristina Mendes, Luísa Coheur
Sample Efficient On-Line Learning of Optimal Dialogue Policies with Kalman Temporal Differences PDF
Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan
Learning Inter-Related Statistical Query Translation Models for English-Chinese Bi-Directional CLIR PDF
Yuejie Zhang, Lei Cen, Cheng Jin, Xiangyang Xue, Jianping Fan
Fusion of Multiple Features and Supervised Learning for Chinese OOV Term Detection and POS Guessing PDF
Yuejie Zhang, Lei Cen, Wei Wu, Cheng Jin, Xiangyang Xue

Planning and Scheduling

Risk-Sensitive Policies for Sustainable Renewable Resource Allocation PDF
Stefano Ermon, Jon Conrad, Carla Gomes, Bart Selman
Iterative Flattening Search for the Flexible Job Shop Scheduling Problem PDF
Angelo Oddi, Riccardo Rasconi, Amedeo Cesta, Stephen F. Smith

Robotics and Vision

Robotic Object Detection: Learning to Improve the Classifiers using Sparse Graphs for Path Planning PDF
Zhaoyin Jia, Ashutosh Saxena, Tsuhan Chen

Uncertainty in AI

Lifted Relational Kalman Filtering PDF
Jaesik Choi, Abner Guzman-Rivera, Eyal Amir

Web and Knowledge-Based Information Systems

Leveraging Unlabeled Data to Scale Blocking for Record Linkage PDF
Yunbo Cao, Zhiyuan Chen, Jiamin Zhu, Pei Yue, Chin-Yew Lin, Yong Yu
A Convex Formulation of Modularity Maximization for Community Detection PDF
Yun Kwan Chan, Dit-Yan Yeung
What to Ask to an Incomplete Semantic Web Reasoner? PDF
Bernardo Cuenca Grau, Giorgos Stoilos
Finding the Hidden Gems: Recommending Untagged Music PDF
Ben Horsburgh, Susan Craw, Stewart Massie, Robin Boswell
Context Sensitive Topic Models for Author Influence in Document Networks PDF
Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles
Short Text Conceptualization Using a Probabilistic Knowledgebase PDF
Yangqiu Song, Haixun Wang, Zhongyuan Wang, Hongsong Li, Weizhu Chen
Predicting Epidemic Tendency through Search Behavior Analysis PDF
Danqing Xu, Yiqun Liu, Min Zhang, Shaoping Ma, Anqi Cui, Liyun Ru

Special Track on Integrated and Embedded AI

A Comprehensive Approach to On-Board Autonomy Verification and Validation PDF
Marco Bozzano, Alessandro Cimatti, Marco Roveri, Andrei Tchaltsev
Buried Utility Pipeline Mapping Based on Multiple Spatial Data Sources: A Bayesian Data Fusion Approach PDF
Huanhuan Chen, Anthony G. Cohn
Learning Compact Visual Descriptor for Low Bit Rate Mobile Landmark Search PDF
Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Tiejun Huang, Wen Gao
A System for Providing Differentiated QoS in Retail Banking PDF
Sameep Mehta, Girish Chafle, Gyana Parija, Vikas Kedia
Cross-People Mobile-Phone Based Activity Recognition PDF
Zhongtang Zhao, Yiqiang Chen, Junfa Liu, Zhiqi Shen, Mingjie Liu

Best Paper Track

Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage PDF
Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, Blaine Christian
Community Detection in Social Networks Through Community Formation Games PDF
Wei Chen, Zhenming Liu, Xiaorui Sun, Yajun Wang
An Algorithm for Adapting Cases Represented in ALC PDF
Julien Cojan, Jean Lieber
GUARDS — Innovative Application of Game Theory for National Airport Security PDF
James Pita, Milind Tambe, Christopher Kiekintveld, Shane Cullen, Erin Steigerwald
Theoretical Justification of Popular Link Prediction Heuristics PDF
Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W. Moore
Large Linear Classification When Data Cannot Fit in Memory PDF
Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-Jen Lin

Doctoral Consortium

Decision Support through Argumentation-Based Practical Reasoning PDF
Federico Cerutti
Behaviour Recognition in Smart Homes PDF
Sook-Ling Chua, Stephen Marsland, Hans W. Guesgen
Input Parameter Calibration in Forest Fire Spread Prediction: Taking the Intelligent Way PDF
Kerstin Wendt, Ana Cortés