Presentations and Authors


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Track:
 

Agent-Based and Multiagent Systems

Unweighted Coalitional Manipulation Under the Borda Rule Is NP-Hard PDF
Nadja Betzler, Rolf Niedermeier, Gerhard J. Woeginger
Trust Decision-Making in Multi-Agent Systems PDF
Chris Burnett, Timothy J. Norman, Katia Sycara
A Mechanism for Dynamic Ride Sharing Based on Parallel Auctions PDF
Alexander Kleiner, Bernhard Nebel, Vittorio Amos Ziparo
Agents, Actions and Goals in Dynamic Environments PDF
Peter Novák, Wojciech Jamroga

Constraints, Satisfiability, and Search

Constraint Satisfaction Problems: Convexity Makes AllDifferent Constraints Tractable PDF
Michael Fellows, Tobias Friedrich, Danny Hermelin, Nina Narodytska, Frances Rosamond
Exploiting Short Supports for Generalised Arc Consistency for Arbitrary Constraints PDF
Peter Nightingale, Ian Philip Gent, Chris Jefferson, Ian Miguel

Knowledge Representation, Reasoning, and Logic

On the Decidability of Connectedness Constraints in 2D and 3D Euclidean Spaces PDF
Roman Kontchakov, Yavor Nenov, Ian Pratt-Hartmann, Michael Zakharyaschev
Reasoning-Supported Interactive Revision of Knowledge Bases PDF
Nadeschda Nikitina, Sebastian Rudolph, Birte Glimm
On Qualitative Route Descriptions: Representation and Computational Complexity PDF
Matthias Westphal, Stefan Wölfl, Bernhard Nebel, Jochen Renz

Machine Learning

Approximation-Guided Evolutionary Multi-Objective Optimization PDF
Karl Bringmann, Tobias Friedrich, Frank Neumann, Markus Wagner
Distance Metric Learning under Covariate Shift PDF
Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang
Feature Selection Via Joint Embedding Learning and Sparse Regression PDF
Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu
Revisiting Numerical Pattern Mining with Formal Concept Analysis PDF
Mehdi Kaytoue, Sergei O. Kuznetsov, Amedeo Napoli
Agent-Oriented Incremental Team and Activity Recognition PDF
Daniele Masato, Timothy J. Norman, Wamberto W. Vasconcelos, Katia Sycara
Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach PDF
Sriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude Shavlik
Positive Unlabeled Learning for Time Series Classification PDF
Minh Nhut Nguyen, Xiao-Li Li, See-Kiong Ng
Distribution-Aware Online Classifiers PDF
Tam T. Nguyen, Kuiyu Chang, Cheung Siu Hui
Robust Principal Component Analysis with Non-Greedy ℓ1-Norm Maximization PDF
Feiping Nie, Heng Huang, Chris Ding, Dijun Luo, Hua Wang
Active Surveying: A Probabilistic Approach for Identifying Key Opinion Leaders PDF
Hossam Sharara, Lise Getoor, Myra Norton
Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering PDF
Hua Wang, Feiping Nie, Heng Huang, Fillia Makedon

Natural-Language Processing

Learning Cause Identifiers from Annotator Rationales PDF
Muhammad Arshad Ul Abedin, Vincent Ng, Latifur Rahman Khan
A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch PDF
Roberto Navigli, Paola Velardi, Stefano Faralli
Ensemble-Based Coreference Resolution PDF
Altaf Rahman, Vincent Ng

Planning and Scheduling

Simple and Fast Strong Cyclic Planning for Fully-Observable Nondeterministic Planning Problems PDF
Jicheng Fu, Vincent Ng, Farokh Bastani, I-Ling Yen
Computing Perfect Heuristics in Polynomial Time: On Bisimulation and Merge-and-Shrink Abstraction in Optimal Planning PDF
Raz Nissim, Joerg Hoffmann, Malte Helmert

Uncertainty in AI

Log-Linear Description Logics PDF
Mathias Niepert, Jan Noessner, Heiner Stuckenschmidt

Web and Knowledge-Based Information Systems

User Similarity from Linked Taxonomies: Subjective Assessments of Items PDF
Makoto Nakatsuji, Yasuhiro Fujiwara, Toshio Uchiyama, Ko Fujimura
LIMES — A Time-Efficient Approach for Large-Scale Link Discovery on the Web of Data PDF
Axel-Cyrille Ngonga Ngomo, Sören Auer

Special Track on Integrated and Embedded AI

Interest Prediction on Multinomial, Time-Evolving Social Graph PDF
Nozomi Nori, Danushka Bollegala, Mitsuru Ishizuka
An Agent Architecture for Prognostic Reasoning Assistance PDF
Jean Oh, Felipe Meneguzzi, Katia Sycara, Timothy J Norman

Best Paper Track

Adaptive Data Compression for Robot Perception PDF
Mike Smith, Ingmar Posner, Paul M Newman
Analysis of Adjective-Noun Word Pair Extraction Methods for Online Review Summarization PDF
Koji Yatani, Michael Novati, Andrew Trusty, Khai Truong