Thurdsay, Aug 8th 2013 (Day 3)
08:30 - 09:20 | Hall #2 Chair: Mary-Anne Williams | Invited talk | "Soft Robotics" -- the next generation of intelligent machines | Rolf Pfeifer |
09:20 - 09:45 | Hall #2 Chair: Francesca Rossi | Competitions' awards | Best videos and award ceremony for video competition | |
09:45 - 10:15 | Coffee Break | |||
10:15 - 11:05 | Hall #2 Chair: David Poole | Invited talk | Learning as program induction | Joshua Tenenbaum |
11:10 - 12:00 | Hall #2 Chair: Craig Knowblock, Introduced by Gerhard Lakemeyer | IJCAI-13 Award for Research Excellence | On our Best Behaviour | Hector Levesque |
12:45 - 13:30 | Room 305CD | IJCAI Annual Business Meeting (open to all) | ||
12:00 - 13:30 | Lunch | |||
13:30 - 15:15 | Room 201CD Session Chair: Alessandro Sperduti | Best Papers 6 | ||
RecSys 2012: CLiMF: Collaborative Less-is-More Filtering | Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha Larson, Nuria Oliver and Alan Hanjalic | |||
ACL 2012: Statistical Parsing with Probabilistic Symbol-Refined Tree Substitution Grammars | Hiroyuki Shindo, Yusuke Miyao, Akinori Fujino and Masaaki Nagata | |||
ACL 2012: An Introduction to String Re-Writing Kernel | Fan Bu, Hang Li and Xiaoyan Zhu | |||
RecSys 2011: Collaborative Filtering on Ordinal User Feedback | Yehuda Koren and Joseph Sill | |||
Room 305AB Session Chair: Luc De Raedt | Uncertainty in AI 1 | |||
Probabilistic Reasoning with Undefined Properties in Ontologically-Grounded Belief Networks | Chia-Li Kuo, David Buchman, Arzoo Katiyar, David Poole | |||
The Inclusion-Exclusion Rule and its Application to the Junction Tree Algorithm | David Smith, Vibhav Gogate | |||
Probabilistic Constraint Logic Programming | Steffen Michels, Arjen Hommersom, Peter Lucas, Marina Velikova, Pieter Koopman | |||
An Exact Algorithm for Computing the Same-Decision Probability | Suming Chen, Arthur Choi, Adnan Darwiche | |||
Room 307 Session Chair: Carles Sierra | Web and Knowledge-based Information Systems 1 | |||
Group Preference based Bayesian Personalized Ranking for One-Class Collaborative Filtering | Weike Pan, Li Chen | |||
Social Collaborative Filtering by Trust | Bo Yang, Yu Lei, Dayou Liu, Jiming Liu | |||
Promoting Diversity in Recommendation by Entropy Regularizer | Lijing Qin, Xiaoyan Zhu | |||
Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis | Liang Hu, Jian Cao, Guandong Xu, Jie Wang, Zhiping Gu | |||
Room 203AB Session Chair: Ulle Endriss | Agent-based and Multi-agent Systems 7 | |||
Are there any nicely structured preference profiles nearby? | Robert Bredereck, Jiehua Chen, Gerhard J. Woeginger | |||
Multi-winner Social Choice with Incomplete Preferences | Tyler Lu, Craig Boutilier | |||
How to Persuade a Group to Change its Collective Decision? | Noam Hazon, Raz Lin, Sarit Kraus | |||
Proportional Representation Under Preferences That Are Single-peaked on a Tree | Lan Yu, Hau Chan, Edith Elkind | |||
Room 305CD Session Chair: Carla Gomes | AI and Computational Sustainability 1 | |||
Outstanding student paper: A Hidden Markov Model-Based Cicada Detector for Crowdsourced Smartphone Biodiversity Monitoring | Davide Zilli, Oliver Parson, Geoff V Merrett, Alex Rogers | |||
Parameter Learning for Latent Network Diffusion | Xiaojian Wu, Akshat Kumar, Daniel Sheldon, Shlomo Zilberstein | |||
Optimal Pricing for Improving Efficiency of Taxi Systems | Jiarui Gan, Bo An, Haizhong Wang, Xiaoming Sun, Zhongzhi Shi | |||
Room 203CD Session Chair: Andreas Krause | Machine Learning 6 | |||
Basic Level in Formal Concept Analysis: Interesting Concepts and Psychological Ramifications | Radim Belohlavek, Martin Trnecka | |||
Towards Understanding Global Spread of Disease from Everyday Interpersonal Interactions | Sean Brennan, Adam Sadilek, Henry Kautz | |||
Towards Robust Co-Clustering | Liang Du, Yidong Shen | |||
What Users Care about: a Framework for Social Content Alignment | Lei Hou, Juanzi Li, Xiaoli Li, Jiangfeng Qu, Xiaofei Guo, Ou Hui, Jie Tang | |||
Room 201AB Session Chair: Piotr Faliszewski | Knowledge Representation, Reasoning and Logic 7 | |||
Iterated Boolean Games | Julian Gutierrez, Paul Harrenstein, Michael Wooldridge | |||
Transition Constraints: A Study on the Computational Complexity of Qualitative Change | Matthias Westphal, Julien Hué, Stefan Wölfl, Bernhard Nebel | |||
Combining RCC5 relations with betweenness information | Steven Schockaert, Sanjiang Li | |||
Behavioral Diagnosis of LTL Specifications at Operator Level | Ingo Pill, Thomas Quaritsch | |||
Room 311AB Session Chair: Mary-Anne Williams | Robotics and Vision | |||
Learning Visual Symbols for Parsing Human Pose in Images | Fang Wang, Yi Li | |||
Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition | Mohammad Gowayyed, Marwan Torki, Mohamed Hussein, Motaz El-Saban | |||
Hierarchical Object Discovery and Dense Modelling From Motion Cues in RGB-D Video | Jörg Stückler, Sven Behnke | |||
Posters | ||||
Multidisciplinary Topics And Applications | ||||
Automated Grading of DFA constructions | Rajeev Alur, Loris D'Antoni, Sumit Gulwani, Dileep Kini, Mahesh Viswanathan | |||
Robust Median Reversion Strategy for On-Line Portfolio Selection | Dingjiang Huang, Junlong Zhou, Bin Li, Steven Hoi, Shuigeng Zhou | |||
Automatically Generating Problems and Solutions for Natural Deduction | Umair Ahmed, Sumit Gulwani, Amey Karkare | |||
TutorialPlan: Automated Tutorial Generation from CAD Drawings | Wei Li, Yuanlin Zhang, George Fitzmaurice | |||
Personalized Diagnosis for Over-Constrained Problems | Alexander Felfernig, Monika Schubert, Stefan Reiterer | |||
Deep Sparse Coding based Recursive Disaggregation Model for Water Conservation | Haili Dong, Bingsheng Wang | |||
A Brain-Computer Interface to a Plan-based Narrative | Stephen Gilroy, Julie Porteous, Fred Charles, Marc Cavazza, Gal Raz, Ilana Klovatch, Limor Ikar, Eyal Soreq, Udi Ben-Arie, Talma Hendler | |||
Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks | Utku Sirin, Faruk Polat, Reda Alhajj | |||
Constraints, Satisfiability, and Search | ||||
Just-In-Time Compilation of Knowledge Bases | Laurent Simon, Gilles Audemard, Jean-Marie Lagniez | |||
Maintaining alternative values in constraint-based configuration | Caroline Becker, Hélène Fargier | |||
DeQED: an Efficient Divide-and-Coordinate Algorithm for DCOP | Daisuke Hatano, Katsutoshi Hirayama | |||
On the Complexity of Trick Taking Card Games | Édouard Bonnet, Florian Jamain, Abdallah Saffidine | |||
Selecting Algorithms by Hierarchical Clustering | Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann | |||
Variable Elimination in Binary CSP via Forbidden Patterns | David A. Cohen, Martin Cooper, Guillaume Escamocher, Standa Zivny | |||
On the complexity of global scheduling constraints under structural restrictions | Geoffrey Chu, Serge Gaspers, Nina Narodytska, Andreas Schutt, Toby Walsh | |||
Detecting and Exploiting Subproblem Tractability | Christian Bessiere, Clement Carbonnel, Emmanuel Hebrard, George Katsirelos, Toby Walsh | |||
Agent-based and Multi-agent Systems | ||||
Why so hard to say sorry: evolution of apology with commitment in the iterated Prisoner's Dilemma | The Anh Han, Luis Pereira , Francisco C. Santos , Tom Lenaerts | |||
Endogenous Boolean Games | Paolo Turrini | |||
Coalitional Games via Network Flows | Talal Rahwan, Tri-Dung Nguyen, Tomasz Michalak, Maria Polukarov, Madalina Croitoru, Michael Wooldridge, Nick Jennings | |||
Macau: A Basis for Evaluating Reputation Systems | Chris Hazard, Munindar Singh | |||
Multi-agent Team Formation - Diversity Beats Strength? | Leandro Soriano Marcolino, Albert Xin Jiang, Milind Tambe | |||
Opponent Models with Uncertainty for Strategic Argumentation | Tjitze Rienstra, Matthias Thimm, Nir Oren | |||
Opponent Modelling in Persuasion Dialogues | Christos Hadjinikolis, Sanjay Modgil, Elizabeth Black, Peter McBurney, Yiannis Siantos | |||
Using Conditional Restricted Boltzmann Machine for Highly Competitive Negotiation taks | Siqi Chen, Haitham Bou Ammar, Karl Tuyls, Gerhard Weiss | |||
Planning and Scheduling | ||||
Maximizing Flexibility in Simple Temporal Networks | Bob Huisman, Tomas Klos, Michel Wilson, Cees Witteveen | |||
Towards a second generation random walk planner: an experimental exploration | Hootan Nakhost, Martin Müller | |||
A Monte-Carlo Approach for the Adaptive Control of Crowdsourcing | Ece Kamar, Ashish Kapoor, Eric Horvitz | |||
Isomorph-free branch and bound search for finite state controllers | Marek Grzes, Pascal Poupart, Jesse Hoey | |||
Exploring Knowledge Engineering Strategies in Designing & Modelling Road Traffic Accident Management | Mohammad Shah, Lukas Chrpa, Diane Kitchin, Thomas Leo McCluskey, Mauro Vallati | |||
Towards Practical Planning to Predict and Exploit Intentions for Interacting with Self-Interested Ag | Trong Nghia Hoang, Bryan Kian Hsiang Low | |||
Symbolic Merge-and-Shrink for Cost-Optimal Planning | Álvaro Torralba, Carlos Linares López, Daniel Borrajo | |||
Causal Belief Decomposition for Planning with Sensing: Completeness and Practical Approximation | Blai Bonet, Hector Geffner | |||
Machine Learning | ||||
Graph Classification with Imbalanced Class Distributions and Noise | Shirui Pan, Xingquan Zhu | |||
A Bayesian Factorised Covariance Model for Image Analysis | Li Jun | |||
Central Clustering of Categorical Data with Automated Feature Weighting | Lifei Chen, Shengrui Wang | |||
Learning Optimal Cepstral Features for Audio Classification | Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang | |||
Large Scale Spectral Clustering on Graphs | Jialu Liu | |||
Multi-prototype Label Ranking with Novel Pairwise to Total Rank Aggregation | Grbovic Mihajlo, Nemanja Djuric, Slobodan Vucetic | |||
Manifold Alignment Based on Sparse Local Structures of More Corresponding Pairs | Xiaojie Li, Jian Cheng Lv, Zhang Yi | |||
Rank-k Feature Selection | Xiao Cai, Feiping Nie, Heng Huang | |||
Coupled Attribute Analysis on Numerical Data | Can Wang, Zhong She, longbing cao | |||
Lazy Paired Hyper-Parameter Tuning | Alice Zheng, Mikhail Bilenko | |||
Unlearning from Demonstration | Keith Sullivan, Ahmed Molla, Bill Squires, Sean Luke | |||
Domain Adaptation with Topical Correspondence Learning | Zheng Chen, Weixiong Zhang | |||
Multi-Instance Multi-Label Learning with Weak Label | Shu-Jun Yang, Yuan Jiang, Zhi-Hua Zhou | |||
Persistent Homology: An Introduction and a Text Application | Xiaojin Zhu | |||
Knowledge Representation, Reasoning and Logic | ||||
Granular Description of Qualitative Change | John Stell | |||
Efficient Algorithm for the Minimal Labeling Problem of Temporal and Spatial Qualitative Constraints | Nouhad Amaneddine, Jean-François Condotta, Michael Sioutis | |||
A Strongly-Local Contextual Logic | Michael Gratton | |||
Syntactic Computation of Hybrid Possibilistic Conditioning under Uncertain Inputs | Salem Benferhat, Celia da Costa Pereira, Andrea Tettamanzi | |||
Conjunctive Regular Path Queries in Lightweight Description Logics | Meghyn Bienvenu, Magdalena Ortiz, Mantas Simkus | |||
FQHT: the logic of stable models for logic programs with intensional functions | Luis Fariñas del Cerro, David Pearce, Agustin Valverde | |||
Sequence of Mechanisms for Causal Reasoning in Artificial Intelligence | Dash Denver, Mark Voortman, Martijn de Jongh | |||
Answer Set Programming Modulo Theories and Reasoning about Continuous Changes | Joohyung Lee, Yunsong Meng | |||
A Cutoff Technique for the Verification of Parameterised IS with Parameterised Environments | Panagiotis Kouvaros, Alessio Lomuscio | |||
15:15 - 15:45 | Coffee Break | |||
15:45 - 17:30 | Room 201CD Session Chair: Shlomo Zilberstein | Best Thesis 2 | ||
2011ECCAI Artificial Intelligence Dissertation Award : Learning Probabilistic Models for Mobile Manipulation Robots | Jürgen Sturm and Wolfram Burgard | |||
AAMAS 2012IFAAMAS-11 Victor Lesser Distinguished Dissertation Award: Social Norms for Self-policing Multi-agent Systems and Virtual Societies | Daniel Villatoro | |||
AAMAS 2012IFAAMAS-12 Victor Lesser Distinguished Dissertation Award: Cultural Diversity for Virtual Characters | Birgit Endrass | |||
Room 305AB Session Chair: Blai Bonet | Uncertainty in AI 2 | |||
Risk Estimates for Bandit Problems | Jia Yuan Yu, Evdokia Nikolova | |||
Map Matching with Multiple Route Metrics | Takayuki Osogami, Rudy Raymond | |||
Room 307 Session Chair: Carles Sierra | Web and Knowledge-based Information Systems 2 | |||
Social Spammer Detection in Microblogging | Xia Hu, Jiliang Tang, Huan Liu, Zhang Yanchao | |||
PageRank with Priori: An Influence Propagation Perspective | Biao Xiang, Qi Liu, Enhong Chen, Hui Xiong, Yi Zheng | |||
Parametric Local Multimodal Hashing for Cross-view Similarity Search | Deming Zhai, Hong Chang, Yi Zhen, Xianming Liu, Wen Gao | |||
Context-Dependent Conceptualization | Dongwoo Kim, Haixun Wang, Alice Oh | |||
Room 203AB Session Chair: Kevin Leyton-Brown | Agent-based and Multi-agent Systems 8 | |||
Revenue Maximization via Hiding Item Attributes | Mingyu Guo, Argyrios Deligkas | |||
Efficient Interdependent Value Combinatorial Auctions with Single-Minded Bidders | Valentin Robu, David Parkes, Takayuki Ito, Nick Jennings | |||
Reasoning about normative update | Natasha Alechina, Mehdi Dastani, Brian Logan | |||
Optimally Solving Dec-POMDPs as Continuous-State MDPs | Jilles Dibangoye, Christopher Amato, Olivier Buffet, Francois Charpillet | |||
Room 305CD Session Chair: Carla Gomes | AI and Computational Sustainability 2 | |||
Bayesian Joint Inversions for the Exploration of Earth Resources | Alistair Reid, Simon O'Callaghan, Edwin Bonilla, Lachlan McCalman, Tim Rawling, Fabio Ramos | |||
Randomized Load Control: A Simple Distributed Approach for Scheduling Smart Appliances | Menkes van den Briel, Paul Scott, Sylvie Thiebaux | |||
Forecasting Multi-Appliance Usage for Smart Home Energy Management | Ngoc Cuong Truong, James McInerney, Long Tran-Thanh, Enrico Costanza, Sarvapali Ramchurn | |||
Planning with MIP for Supply Restoration in Power Distribution Systems | Sylvie Thiebaux, Carleton Coffrin, Hassan Hijazi, John Slaney | |||
Room 203CD Session Chair: Zhi-Hua Zhou | Machine Learning 7 | |||
Multi-View Embedding Learning for Incompletely Labeled Data | Wei Zhang, Ke Zhang, Pan Gu, Xiangyang Xue | |||
The Multi-feature Information Bottleneck with Application to Unsupervised Image Categorization | Zhengzheng Lou, Yangdong Ye, Xiaoqiang Yan | |||
Bootstrap learning via modular concept discovery | Dechter Eyal, Jon Malmaud, Ryan P. Adams, Joshua B. Tenenbaum | |||
Persistent Homology: An Introduction and a Text Application | Xiaojin Zhu | |||
Room 201AB Session Chair: Carsten Lutz | Knowledge Representation, Reasoning and Logic 8 | |||
Computing Datalog Rewritings Beyond Horn Ontologies | Bernardo Cuenca Grau, Giorgos Stoilos, Boris Motik, Ian Horrocks | |||
Most Specific Generalizations w.r.t. General EL-TBoxes | Benjamin Zarrieß, Anni-Yasmin Turhan | |||
Tractable Queries for Lightweight Description Logics | Meghyn Bienvenu, Magdalena Ortiz, Mantas Simkus, Guohui Xiao | |||
Syntactic Labelled Tableaux for Lukasiewicz Fuzzy ALC | Agnieszka Kulacka, Dirk Pattinson, Lutz Schröder | |||
Posters | ||||
Machine Learning | ||||
Active Learning from Relative Queries | Buyue Qian, Xiang Wang, Fei Wang, Hongfei Li, Ian Davidson | |||
Discovering Different Types of Topics: Multi-dimensional Membership Topics Models | Yun Jiang, Ashutosh Saxena | |||
Better Generalization with Forecasts | Mark Ring, Tom Schaul | |||
Multi-Modal Image Annotation with Multi-Instance Multi-Label LDA | Cam-Tu Nguyen, De-Chuan Zhan, Zhi-Hua Zhou | |||
Euler Clustering | Jian-sheng Wu, Wei-Shi Zheng, Jian-huang Lai | |||
Adaptive thresholding in structure learning of a Bayesian network | Boaz Lerner, Michal Caspi, Rafi Bojmel | |||
Online Group Feature Selection | Jing Wang, Zhong-Qiu ZHAO, xuegang hu, peipei li | |||
Multi-view Discriminant Transfer Learning | Pei Yang, Wei Gao | |||
Shifted Subspaces Tracking on Sparse Outlier | Tianyi Zhou | |||
Dimensionality reduction with generalized linear model | Mo Chen, Wei LI | |||
Probabilistic Multi-label Classification with Sparse Feature Learning | Yuhong Guo | |||
Deep Feature Learning using Target Priors with Applications in ECoG Signal Decoding for BCI | Zuoguan Wang, Siwei Lyu, Qiang Ji | |||
Nonconvex Relaxation Approaches to Robust Matrix Recovery | Shusen Wang, Dehua Liu, Zhihua Zhang | |||
Supervised Hypothesis Discovery Using Syllogistic Patterns in the Biomedical Literature | Kazuhiro Seki, Kuniaki Uehara | |||
Constraints, Satisfiability, and Search | ||||
Improved Integer Programming Approaches for the Chance-Constrained Stochastic Programming | Hiroki Yanagisawa, Takayuki Osogami | |||
Preserving partial solutions while relaxing constraint networks | Jean-Marie Lagniez, Eric Grégoire, Bertrand Mazure | |||
Robust Constraint Satisfaction and Local Hidden Variables in Quantum Mechanics | Samson Abramsky, Georg Gottlob, Phokion Kolaitis | |||
An approach to abductive reasoning in equational logic | Mnacho Echenim, Nicolas Peltier, Sophie Tourret | |||
Agent-based and Multi-agent Systems | ||||
Efficient Vote Elicitation under Candidate Uncertainty | Joel Oren, Yuval Filmus, Craig Boutilier | |||
Audience-Based Uncertainty in Abstract Argument Games | Davide Grossi, Wiebe van der Hoek | |||
Scaling-up Security Games with Boundedly Rational Adversaries: A Cutting-plane Approach | Rong Yang, Albert Xin Jiang, Milind Tambe, Fernando Ordonez | |||
Audit Games | Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel Procaccia, Arunesh Sinha | |||
The Dynamics of Reinforcement Social Learning in Cooperative Multiagent Systems | Jianye Hao, Ho-fung Leung | |||
Learning Optimal Auction Mechanism in Sponsored Search | Di He, Wei Chen, Liwei Wang, Tie-Yan Liu | |||
Web and Knowledge-based Information Systems | ||||
Online Egocentric Models for Citation networks | Hao Wang, Wu-Jun Li | |||
Social Spammer Detection in Microblogging | Xia Hu, Jiliang Tang, Huan Liu, Zhang Yanchao | |||
Predicting Knowledge in An Ontology Stream | Freddy Lecue, Jeff Z. Pan | |||
Celebrity Recommendation with Collaborative Social Topic Regression | Xuetao Ding, Xiaoming Jin, Yujia Li, Lianghao Li | |||
Recommendation Using Textual Opinions | Claudiu Cristian Musat, Yizhong Liang, Boi Faltings | |||
A Unified Framework for Reputation Estimation in Online Rating Systems | Guang Ling, Irwin King, Michael R. Lyu | |||
Robust Rank-K Matrix Completion | Jin Huang, Feiping Nie, Heng Huang | |||
Listen to the Crowd: Automated analysis of Live Events via Aggregated Twitter Sentiment | Yuheng Hu | |||
Multiple Link Sign Prediction in Online Signed Social Networks | Priyanka Agrawal, Vikas K. Garg, Ramasuri Narayanam | |||
Knowledge Representation, Reasoning and Logic | ||||
An Epistemic Halpern-Shoham Logic | Alessio Lomuscio, Jakub Michaliszyn | |||
Parameterized Complexity of Optimal Planning: A Detailed Map | Martin Kronegger, Andreas Pfandler, Reinhard Pichler | |||
Knowledge Compilation for Model Counting: Affine Decision Trees | Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas | |||
Implicit learning of common sense for reasoning | Brendan Juba | |||
Nominal Schema Absorption | Andreas Steigmiller, Birte Glimm, Thorsten Liebig | |||
Cyclic Causal Models with Discrete Variables: Markov Chain Equilibrium Semantics and Sample Ordering | David Poole, Mark Crowley | |||
Functional Stable Model Semantics and Answer Set Programming Modulo Theories | Michael Bartholomew, Joohyung Lee | |||
Efficient Extraction and Representation of Spatial Information from Video Data | Jochen Renz, Hajar Sadeghi Sokeh | |||
Verification of Inconsistency-Tolerant Knowledge and Action Bases | Diego Calvanese, Evgeny Kharlamov, Marco Montali, Ario Santoso, Dmitriy Zheleznyakov | |||
On Condensing a Sequence of Updates in Answer-Set Programming | Martin Slota, Joao Leite |