Proceedings of the AAAI Conference on Artificial Intelligence 2015: all accepted papers
- On the Equivalence of Linear Discriminant Analysis and Least Squares ↗Kibok Lee, Junmo Kim6 citations
- Optimal Machine Strategies to Commit to in Two-Person Repeated Games ↗Song Zuo, Pingzhong Tang6 citations
- Perceiving Group Themes from Collective Social and Behavioral Information ↗Peng Cui, Tianyang Zhang, Fei Wang et al.6 citations
- Real-Time Symbolic Dynamic Programming ↗Luis Gustavo Rocha Vianna, Leliane Nunes de Barros, Scott Sanner6 citations
- Refer-to-as Relations as Semantic Knowledge ↗Song Feng, Sujith Ravi, Ravi Kumar et al.6 citations
- Representing Aggregators in Relational Probabilistic Models ↗David Buchman, David Poole6 citations
- RoboCup@Home — Benchmarking Domestic Service Robots ↗Sven Wachsmuth, Dirk Holz, Maja Rudinac et al.6 citations
- A Generalized Reduced Linear Program for Markov Decision Processes ↗Chandrashekar Lakshminarayanan, Shalabh Bhatnagar5 citations
- A New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity ↗Mahboobeh Parsapoor, John Martin Brooke, Bertil Svensson5 citations
- Automated Analysis of Commitment Protocols Using Probabilistic Model Checking ↗Akın Günay, Songzheng Song, Yang Liu et al.5 citations
- Belief Revision with General Epistemic States ↗Hua Meng, Hui Kou, Sanjiang Li5 citations
- Complexity Results for Compressing Optimal Paths ↗Adi Botea, Ben Strasser, Daniel Harabor5 citations
- Crowd Motion Monitoring with Thermodynamics-Inspired Feature ↗Xinfeng Zhang, Su Yang, Yuan Yan Tang et al.5 citations
- Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization ↗Nahla Ben Amor, Fatma Essghaier, Hélène Fargier5 citations
- Generalization Analysis for Game-Theoretic Machine Learning ↗Haifang Li, Fei Tian, Wei Chen et al.5 citations
- Graphical Representation of Assumption-Based Argumentation ↗Cláudia Schulz5 citations
- On Correcting Misspelled Queries in Email Search ↗Abhijit Bhole, Raghavendra Udupa5 citations
- Ontology-Based Information Extraction with a Cognitive Agent ↗Peter Lindes, Deryle W. Lonsdale, David W. Embley5 citations
- Placing Influencing Agents in a Flock ↗Katie Genter, Peter Stone5 citations
- Predisaster Preparation of Transportation Networks ↗Hermann Schichl, Meinolf Sellmann5 citations
- Stable Invitations ↗Hooyeon Lee, Yoav Shoham5 citations
- Support Consistency of Direct Sparse-Change Learning in Markov Networks ↗Song Liu, Taiji Suzuki, Masashi Sugiyama5 citations
- Touchless Telerobotic Surgery — Is It Possible at All? ↗Tian Zhou, María Sol Cabrera, Juan Pablo Wachs5 citations
- Trust Models for RDF Data: Semantics and Complexity ↗Valeria Fionda, Gianluigi Greco5 citations
- Using Social Relationships to Control Narrative Generation ↗Julie Porteous, Fred Charles, Marc Cavazza5 citations
- VecLP: A Realtime Video Recommendation System for Live TV Programs ↗Sheng Gao, Zhang Dai, Honggang Zhang et al.5 citations
- What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions ↗Kun Xu, Sheng Zhang, Yansong Feng et al.5 citations
- World WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World ↗Hanumant Harichandra Redkar, Sudha Bhingardive, Diptesh Kanojia et al.5 citations
- A Generalization of Sleep Sets Based on Operator Sequence Redundancy ↗Robert C. Holte, Yusra Alkhazraji, Martin Wehrle4 citations
- A Succinct Conceptualization of the Foundations for a Network Organization Paradigm ↗Saad Alqithami4 citations
- Actionable Combined High Utility Itemset Mining ↗Jingyu Shao, Junfu Yin, Wei Liu et al.4 citations
- An EBMC-Based Approach to Selecting Types for Entity Filtering ↗Jiwei Ding, Wentao Ding, Wei Ping Hu et al.4 citations
- Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time ↗Ga Wu, Scott Sanner, Rodrigo F. S. C. Oliveira4 citations
- Building Effective Representations for Sketch Recognition ↗Jun Feng Guo, Changhu Wang, Hongyang Chao4 citations
- Collaborative Filtering with Localised Ranking ↗Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon4 citations
- Compile! ↗Pierre Marquis4 citations
- Computing Nash Equilibrium in Interdependent Defense Games ↗Hau Chan, Luis E. Ortiz4 citations
- Efficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems ↗Eric A. Hansen, Ibrahim Abdoulahi4 citations
- Efficient Computation of Semivalues for Game-Theoretic Network Centrality ↗Piotr Szczepański, Mateusz Tarkowski, Tomasz Michalak et al.4 citations
- Exploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence ↗Tran Cao Son, Enrico Pontelli, Chitta R. Baral et al.4 citations
- Handling Uncertainty in Answer Set Programming ↗Yi Wang, Joohyung Lee4 citations
- Incentive Networks ↗Yuezhou Lv, Thomas Moscibroda4 citations
- Learning Word Vectors Efficiently Using Shared Representations and Document Representations ↗Qun Luo, Weiran Xu4 citations
- Leveraging Ontologies to Improve Model Generalization Automatically with Online Data Sources ↗Sasin Janpuangtong, Dylan A. Shell4 citations
- Local Context Sparse Coding ↗Seung‐Yeon Kim, Joonseok Lee, Guy Lebanon et al.4 citations
- Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model ↗Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada4 citations
- Nonparametric Scoring Rules ↗Erik Zawadzki, Sebastien M. Lahaie4 citations
- On the Impossibility of Convex Inference in Human Computation ↗Nihar B. Shah, Dengyong Zhou4 citations
- Planning with Numeric Timed Initial Fluents ↗Chiara Piacentini, Maria Fox, Derek Long4 citations
- Proximal Operators for Multi-Agent Path Planning ↗José Bento, Nate Derbinsky, Charles Mathy et al.4 citations
- Reward Shaping for Model-Based Bayesian Reinforcement Learning ↗Hyeoneun Kim, Woosang Lim, Kanghoon Lee et al.4 citations
- Sample-Targeted Clinical Trial Adaptation ↗Ognjen Arandjelović4 citations
- Social Hierarchical Learning ↗Bradley Hayes4 citations
- Towards a Programmer’s Apprentice (Again) ↗Howard E. Shrobe, Boris Katz, Randall Davis4 citations
- Transition Constraints for Parallel Planning ↗Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton et al.4 citations
- Voting Rules As Error-Correcting Codes ↗Ariel D. Procaccia, Nisarg Shah, Yair Zick4 citations
- A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem ↗Sigal Sina, Avi Rosenfeld, Sarit Kraus et al.3 citations
- An Agent-Based Model of the Emergence and Transmission of a Language System for the Expression of Logical Combinations ↗Josefina Sierra-Santibáñez3 citations
- An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks ↗Xiaoyuan Zhu, Changhe Yuan3 citations
- Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization ↗Darrell Hoy, Evdokia Nikolova3 citations
- Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games ↗Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani3 citations
- Binarisation via Dualisation for Valued Constraints ↗David Cohen, Martin Cooper, Peter Jeavons et al.3 citations
- Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency ↗Diego Noble, Marcelo Prates, Daniel Bossle et al.3 citations
- Conducting Neuroscience to Guide the Development of AI ↗Jeffrey Mark Siskind3 citations
- Coupled Collaborative Filtering for Context-aware Recommendation ↗Xinxin Jiang, Wei Liu, Longbing Cao et al.3 citations
- CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems ↗Jun Chen, Chaokun Wang, Yiyuan Bai3 citations
- CrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets ↗David Sánchez-Charles, Víctor Muntés-Mulero, Marc Solé et al.3 citations
- Design and Experiment of a Collaborative Planning Service for NetCentric International Brigade Command ↗Christophe Guettier, Willy Lamal, Israel Mayk et al.3 citations
- Distributing Coalition Value Calculations to Coalition Members ↗Luke Riley, Katie M. Atkinson, Paul E.S. Dunne et al.3 citations
- Do Capacity Constraints Constrain Coalitions? ↗Michal Feldman, Ofir Geri3 citations
- Estimating Temporal Dynamics of Human Emotions ↗Seung‐Yeon Kim, Joonseok Lee, Guy Lebanon et al.3 citations
- Fair Information Sharing for Treasure Hunting ↗Yiling Chen, Kobbi Nissim B, Bo Waggoner3 citations
- Global Policy Construction in Modular Reinforcement Learning ↗Ruohan Zhang, Zhao Song, Dana H. Ballard3 citations
- Improved Local Search for Binary Matrix Factorization ↗Hamid Mirisaee, Éric Gaussier, Alexandre Termier3 citations
- Inference Graphs: Combining Natural Deduction and Subsumption Inference in a Concurrent Reasoner ↗Daniel R. Schlegel, Stuart C. Shapiro3 citations
- Linear-Time Gibbs Sampling in Piecewise Graphical Models ↗Hadi Mohasel Afshar, Scott Sanner, Ehsan Abbasnejad3 citations
- Mechanism Learning with Mechanism Induced Data ↗Tie‐Yan Liu, Wei Chen, Tao Qin3 citations
- Multimedia Data for the Visually Impaired ↗Niket Tandon, Shekhar Sharma, Tanima Makkad3 citations
- On Unconstrained Quasi-Submodular Function Optimization ↗Jincheng Mei, Kang Zhao, Bao‐Liang Lu3 citations
- Outlier-Robust Convex Segmentation ↗Itamar Katz, Koby Crammer3 citations
- Predicting the Quality of User Experiences to Improve Productivity and Wellness ↗Priya L. Donti, Jacob Rosenbloom, Alex Gruver et al.3 citations
- Privacy Management in Agent-Based Social Networks ↗Nadin Kökciyan3 citations
- Process Diagnosis System (PDS) — A 30 Year History ↗E. Thompson, E. Frolich, James C. Bellows et al.3 citations
- Some Fixed Parameter Tractability Results for Planning with Non-Acyclic Domain-Transition Graphs ↗Christer Bäckström3 citations
- Splitting a Logic Program Revisited ↗Jianmin Ji, Hai Wan, Ziwei Huo et al.3 citations
- Strong Bounds Consistencies and Their Application to Linear Constraints ↗Christian Bessière, Anastasia Paparrizou, Kostas Stergiou3 citations
- Structured Sparsity with Group-Graph Regularization ↗Xinyu Dai, Jianbing Zhang, Shujian Huang et al.3 citations
- Unidimensional Clustering of Discrete Data Using Latent Tree Models ↗April H. Liu, Leonard K. M. Poon, Nevin Lianwen Zhang3 citations
- Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data ↗Yanying Chen, Yin-Hsi Kuo, Chun-Che Wu et al.3 citations
- A Family of Latent Variable Convex Relaxations for IBM Model 2 ↗Andrei Simion, Michael Collins, Cliff Stein2 citations
- A Mechanism Design Approach to Measure Awareness ↗Diodato Ferraioli, Carmine Ventre, Gábor Aranyi2 citations
- A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population ↗Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmalya Mandal et al.2 citations
- Accelerating SAT Solving by Common Subclause Elimination ↗Yaowei Yan, Chris Gutierrez, Jeriah Jn Charles et al.2 citations
- An SVD and Derivative Kernel Approach to Learning from Geometric Data ↗Eric Wong, J. Zico Kolter2 citations
- Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers ↗Chen Chen, Vincent Ng2 citations
- Compress and Control ↗Joel Veness, Marc G. Bellemare, Marcus Hütter et al.2 citations
- Compute Less to Get More: Using ORC to Improve Sparse Filtering ↗Johannes Lederer, Sergio Guadarrama2 citations
- Data Science for Social Good — 2014 KDD Highlights ↗Wei Wang2 citations
- Explaining Answer Set Programming in Argumentative Terms ↗Cláudia Schulz2 citations
- Exploiting Determinism to Scale Relational Inference ↗Mohamed Hamza Ibrahim, Christopher Pal, Gilles Pesant2 citations
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