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# Proceedings of the AAAI Conference on Artificial Intelligence 2015: all accepted papers

674 papers · page 6 of 7 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2015](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2015/)

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501. **[On the Equivalence of Linear Discriminant Analysis and Least Squares ↗](https://doi.org/10.1609/aaai.v29i1.9544)**Kibok Lee, Junmo Kim*6 citations*
502. **[Optimal Machine Strategies to Commit to in Two-Person Repeated Games ↗](https://doi.org/10.1609/aaai.v29i1.9295)**Song Zuo, Pingzhong Tang*6 citations*
503. **[Perceiving Group Themes from Collective Social and Behavioral Information ↗](https://doi.org/10.1609/aaai.v29i1.9171)**Peng Cui, Tianyang Zhang, Fei Wang et al.*6 citations*
504. **[Real-Time Symbolic Dynamic Programming ↗](https://doi.org/10.1609/aaai.v29i1.9651)**Luis Gustavo Rocha Vianna, Leliane Nunes de Barros, Scott Sanner*6 citations*
505. **[Refer-to-as Relations as Semantic Knowledge ↗](https://doi.org/10.1609/aaai.v29i1.9489)**Song Feng, Sujith Ravi, Ravi Kumar et al.*6 citations*
506. **[Representing Aggregators in Relational Probabilistic Models ↗](https://doi.org/10.1609/aaai.v29i1.9677)**David Buchman, David Poole*6 citations*
507. **[RoboCup@Home — Benchmarking Domestic Service Robots ↗](https://doi.org/10.1609/aaai.v29i1.9350)**Sven Wachsmuth, Dirk Holz, Maja Rudinac et al.*6 citations*
508. **[A Generalized Reduced Linear Program for Markov Decision Processes ↗](https://doi.org/10.1609/aaai.v29i1.9620)**Chandrashekar Lakshminarayanan, Shalabh Bhatnagar*5 citations*
509. **[A New Computational Intelligence Model for Long-Term Prediction of Solar and Geomagnetic Activity ↗](https://doi.org/10.1609/aaai.v29i1.9704)**Mahboobeh Parsapoor, John Martin Brooke, Bertil Svensson*5 citations*
510. **[Automated Analysis of Commitment Protocols Using Probabilistic Model Checking ↗](https://doi.org/10.1609/aaai.v29i1.9437)**Akın Günay, Songzheng Song, Yang Liu et al.*5 citations*
511. **[Belief Revision with General Epistemic States ↗](https://doi.org/10.1609/aaai.v29i1.9387)**Hua Meng, Hui Kou, Sanjiang Li*5 citations*
512. **[Complexity Results for Compressing Optimal Paths ↗](https://doi.org/10.1609/aaai.v29i1.9368)**Adi Botea, Ben Strasser, Daniel Harabor*5 citations*
513. **[Crowd Motion Monitoring with Thermodynamics-Inspired Feature ↗](https://doi.org/10.1609/aaai.v29i1.9270)**Xinfeng Zhang, Su Yang, Yuan Yan Tang et al.*5 citations*
514. **[Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization ↗](https://doi.org/10.1609/aaai.v29i1.9697)**Nahla Ben Amor, Fatma Essghaier, Hélène Fargier*5 citations*
515. **[Generalization Analysis for Game-Theoretic Machine Learning ↗](https://doi.org/10.1609/aaai.v29i1.9436)**Haifang Li, Fei Tian, Wei Chen et al.*5 citations*
516. **[Graphical Representation of Assumption-Based Argumentation ↗](https://doi.org/10.1609/aaai.v29i1.9738)**Cláudia Schulz*5 citations*
517. **[On Correcting Misspelled Queries in Email Search ↗](https://doi.org/10.1609/aaai.v29i1.9282)**Abhijit Bhole, Raghavendra Udupa*5 citations*
518. **[Ontology-Based Information Extraction with a Cognitive Agent ↗](https://doi.org/10.1609/aaai.v29i1.9227)**Peter Lindes, Deryle W. Lonsdale, David W. Embley*5 citations*
519. **[Placing Influencing Agents in a Flock ↗](https://doi.org/10.1609/aaai.v29i1.9743)**Katie Genter, Peter Stone*5 citations*
520. **[Predisaster Preparation of Transportation Networks ↗](https://doi.org/10.1609/aaai.v29i1.9247)**Hermann Schichl, Meinolf Sellmann*5 citations*
521. **[Stable Invitations ↗](https://doi.org/10.1609/aaai.v29i1.9296)**Hooyeon Lee, Yoav Shoham*5 citations*
522. **[Support Consistency of Direct Sparse-Change Learning in Markov Networks ↗](https://doi.org/10.1609/aaai.v29i1.9566)**Song Liu, Taiji Suzuki, Masashi Sugiyama*5 citations*
523. **[Touchless Telerobotic Surgery — Is It Possible at All? ↗](https://doi.org/10.1609/aaai.v29i1.9741)**Tian Zhou, María Sol Cabrera, Juan Pablo Wachs*5 citations*
524. **[Trust Models for RDF Data: Semantics and Complexity ↗](https://doi.org/10.1609/aaai.v29i1.9169)**Valeria Fionda, Gianluigi Greco*5 citations*
525. **[Using Social Relationships to Control Narrative Generation ↗](https://doi.org/10.1609/aaai.v29i1.9781)**Julie Porteous, Fred Charles, Marc Cavazza*5 citations*
526. **[VecLP: A Realtime Video Recommendation System for Live TV Programs ↗](https://doi.org/10.1609/aaai.v29i1.9284)**Sheng Gao, Zhang Dai, Honggang Zhang et al.*5 citations*
527. **[What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions ↗](https://doi.org/10.1609/aaai.v29i1.9735)**Kun Xu, Sheng Zhang, Yansong Feng et al.*5 citations*
528. **[World WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World ↗](https://doi.org/10.1609/aaai.v29i1.9276)**Hanumant Harichandra Redkar, Sudha Bhingardive, Diptesh Kanojia et al.*5 citations*
529. **[A Generalization of Sleep Sets Based on Operator Sequence Redundancy ↗](https://doi.org/10.1609/aaai.v29i1.9641)**Robert C. Holte, Yusra Alkhazraji, Martin Wehrle*4 citations*
530. **[A Succinct Conceptualization of the Foundations for a Network Organization Paradigm ↗](https://doi.org/10.1609/aaai.v29i1.9730)**Saad Alqithami*4 citations*
531. **[Actionable Combined High Utility Itemset Mining ↗](https://doi.org/10.1609/aaai.v29i1.9708)**Jingyu Shao, Junfu Yin, Wei Liu et al.*4 citations*
532. **[An EBMC-Based Approach to Selecting Types for Entity Filtering ↗](https://doi.org/10.1609/aaai.v29i1.9198)**Jiwei Ding, Wentao Ding, Wei Ping Hu et al.*4 citations*
533. **[Bayesian Model Averaging Naive Bayes (BMA-NB): Averaging over an Exponential Number of Feature Models in Linear Time ↗](https://doi.org/10.1609/aaai.v29i1.9634)**Ga Wu, Scott Sanner, Rodrigo F. S. C. Oliveira*4 citations*
534. **[Building Effective Representations for Sketch Recognition ↗](https://doi.org/10.1609/aaai.v29i1.9794)**Jun Feng Guo, Changhu Wang, Hongyang Chao*4 citations*
535. **[Collaborative Filtering with Localised Ranking ↗](https://doi.org/10.1609/aaai.v29i1.9592)**Charanpal Dhanjal, Romaric Gaudel, Stéphan Clémençon*4 citations*
536. **[Compile! ↗](https://doi.org/10.1609/aaai.v29i1.9763)**Pierre Marquis*4 citations*
537. **[Computing Nash Equilibrium in Interdependent Defense Games ↗](https://doi.org/10.1609/aaai.v29i1.9302)**Hau Chan, Luis E. Ortiz*4 citations*
538. **[Efficient Bounds in Heuristic Search Algorithms for Stochastic Shortest Path Problems ↗](https://doi.org/10.1609/aaai.v29i1.9643)**Eric A. Hansen, Ibrahim Abdoulahi*4 citations*
539. **[Efficient Computation of Semivalues for Game-Theoretic Network Centrality ↗](https://doi.org/10.1609/aaai.v29i1.9215)**Piotr Szczepański, Mateusz Tarkowski, Tomasz Michalak et al.*4 citations*
540. **[Exploring the KD45 Property of a Kripke Model After the Execution of an Action Sequence ↗](https://doi.org/10.1609/aaai.v29i1.9401)**Tran Cao Son, Enrico Pontelli, Chitta R. Baral et al.*4 citations*
541. **[Handling Uncertainty in Answer Set Programming ↗](https://doi.org/10.1609/aaai.v29i1.9726)**Yi Wang, Joohyung Lee*4 citations*
542. **[Incentive Networks ↗](https://doi.org/10.1609/aaai.v29i1.9341)**Yuezhou Lv, Thomas Moscibroda*4 citations*
543. **[Learning Word Vectors Efficiently Using Shared Representations and Document Representations ↗](https://doi.org/10.1609/aaai.v29i1.9711)**Qun Luo, Weiran Xu*4 citations*
544. **[Leveraging Ontologies to Improve Model Generalization Automatically with Online Data Sources ↗](https://doi.org/10.1609/aaai.v29i2.19058)**Sasin Janpuangtong, Dylan A. Shell*4 citations*
545. **[Local Context Sparse Coding ↗](https://doi.org/10.1609/aaai.v29i1.9518)**Seung‐Yeon Kim, Joonseok Lee, Guy Lebanon et al.*4 citations*
546. **[Non-Linear Regression for Bag-of-Words Data via Gaussian Process Latent Variable Set Model ↗](https://doi.org/10.1609/aaai.v29i1.9615)**Yuya Yoshikawa, Tomoharu Iwata, Hiroshi Sawada*4 citations*
547. **[Nonparametric Scoring Rules ↗](https://doi.org/10.1609/aaai.v29i1.9696)**Erik Zawadzki, Sebastien M. Lahaie*4 citations*
548. **[On the Impossibility of Convex Inference in Human Computation ↗](https://doi.org/10.1609/aaai.v29i1.9336)**Nihar B. Shah, Dengyong Zhou*4 citations*
549. **[Planning with Numeric Timed Initial Fluents ↗](https://doi.org/10.1609/aaai.v29i1.9739)**Chiara Piacentini, Maria Fox, Derek Long*4 citations*
550. **[Proximal Operators for Multi-Agent Path Planning ↗](https://doi.org/10.1609/aaai.v29i1.9672)**José Bento, Nate Derbinsky, Charles Mathy et al.*4 citations*
551. **[Reward Shaping for Model-Based Bayesian Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v29i1.9702)**Hyeoneun Kim, Woosang Lim, Kanghoon Lee et al.*4 citations*
552. **[Sample-Targeted Clinical Trial Adaptation ↗](https://doi.org/10.1609/aaai.v29i1.9446)**Ognjen Arandjelović*4 citations*
553. **[Social Hierarchical Learning ↗](https://doi.org/10.1609/aaai.v29i1.9266)**Bradley Hayes*4 citations*
554. **[Towards a Programmer’s Apprentice (Again) ↗](https://doi.org/10.1609/aaai.v29i1.9765)**Howard E. Shrobe, Boris Katz, Randall Davis*4 citations*
555. **[Transition Constraints for Parallel Planning ↗](https://doi.org/10.1609/aaai.v29i1.9664)**Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton et al.*4 citations*
556. **[Voting Rules As Error-Correcting Codes ↗](https://doi.org/10.1609/aaai.v29i1.9292)**Ariel D. Procaccia, Nisarg Shah, Yair Zick*4 citations*
557. **[A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem ↗](https://doi.org/10.1609/aaai.v29i1.9185)**Sigal Sina, Avi Rosenfeld, Sarit Kraus et al.*3 citations*
558. **[An Agent-Based Model of the Emergence and Transmission of a Language System for the Expression of Logical Combinations ↗](https://doi.org/10.1609/aaai.v29i1.9216)**Josefina Sierra-Santibáñez*3 citations*
559. **[An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks ↗](https://doi.org/10.1609/aaai.v29i1.9686)**Xiaoyuan Zhu, Changhe Yuan*3 citations*
560. **[Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization ↗](https://doi.org/10.1609/aaai.v29i1.9703)**Darrell Hoy, Evdokia Nikolova*3 citations*
561. **[Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games ↗](https://doi.org/10.1609/aaai.v29i1.9287)**Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani*3 citations*
562. **[Binarisation via Dualisation for Valued Constraints ↗](https://doi.org/10.1609/aaai.v29i1.9749)**David Cohen, Martin Cooper, Peter Jeavons et al.*3 citations*
563. **[Collaboration in Social Problem-Solving: When Diversity Trumps Network Efficiency ↗](https://doi.org/10.1609/aaai.v29i1.9342)**Diego Noble, Marcelo Prates, Daniel Bossle et al.*3 citations*
564. **[Conducting Neuroscience to Guide the Development of AI ↗](https://doi.org/10.1609/aaai.v29i1.9767)**Jeffrey Mark Siskind*3 citations*
565. **[Coupled Collaborative Filtering for Context-aware Recommendation ↗](https://doi.org/10.1609/aaai.v29i1.9705)**Xinxin Jiang, Wei Liu, Longbing Cao et al.*3 citations*
566. **[CrowdMR: Integrating Crowdsourcing with MapReduce for AI-Hard Problems ↗](https://doi.org/10.1609/aaai.v29i1.9272)**Jun Chen, Chaokun Wang, Yiyuan Bai*3 citations*
567. **[CrowdWON: A Modelling Language for Crowd Processes based on Workflow Nets ↗](https://doi.org/10.1609/aaai.v29i1.9339)**David Sánchez-Charles, Víctor Muntés-Mulero, Marc Solé et al.*3 citations*
568. **[Design and Experiment of a Collaborative Planning Service for NetCentric International Brigade Command ↗](https://doi.org/10.1609/aaai.v29i2.19055)**Christophe Guettier, Willy Lamal, Israel Mayk et al.*3 citations*
569. **[Distributing Coalition Value Calculations to Coalition Members ↗](https://doi.org/10.1609/aaai.v29i1.9433)**Luke Riley, Katie M. Atkinson, Paul E.S. Dunne et al.*3 citations*
570. **[Do Capacity Constraints Constrain Coalitions? ↗](https://doi.org/10.1609/aaai.v29i1.9310)**Michal Feldman, Ofir Geri*3 citations*
571. **[Estimating Temporal Dynamics of Human Emotions ↗](https://doi.org/10.1609/aaai.v29i1.9190)**Seung‐Yeon Kim, Joonseok Lee, Guy Lebanon et al.*3 citations*
572. **[Fair Information Sharing for Treasure Hunting ↗](https://doi.org/10.1609/aaai.v29i1.9316)**Yiling Chen, Kobbi Nissim B, Bo Waggoner*3 citations*
573. **[Global Policy Construction in Modular Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v29i1.9736)**Ruohan Zhang, Zhao Song, Dana H. Ballard*3 citations*
574. **[Improved Local Search for Binary Matrix Factorization ↗](https://doi.org/10.1609/aaai.v29i1.9361)**Hamid Mirisaee, Éric Gaussier, Alexandre Termier*3 citations*
575. **[Inference Graphs: Combining Natural Deduction and Subsumption Inference in a Concurrent Reasoner ↗](https://doi.org/10.1609/aaai.v29i1.9229)**Daniel R. Schlegel, Stuart C. Shapiro*3 citations*
576. **[Linear-Time Gibbs Sampling in Piecewise Graphical Models ↗](https://doi.org/10.1609/aaai.v29i1.9682)**Hadi Mohasel Afshar, Scott Sanner, Ehsan Abbasnejad*3 citations*
577. **[Mechanism Learning with Mechanism Induced Data ↗](https://doi.org/10.1609/aaai.v29i1.9764)**Tie‐Yan Liu, Wei Chen, Tao Qin*3 citations*
578. **[Multimedia Data for the Visually Impaired ↗](https://doi.org/10.1609/aaai.v29i1.9727)**Niket Tandon, Shekhar Sharma, Tanima Makkad*3 citations*
579. **[On Unconstrained Quasi-Submodular Function Optimization ↗](https://doi.org/10.1609/aaai.v29i1.9359)**Jincheng Mei, Kang Zhao, Bao‐Liang Lu*3 citations*
580. **[Outlier-Robust Convex Segmentation ↗](https://doi.org/10.1609/aaai.v29i1.9637)**Itamar Katz, Koby Crammer*3 citations*
581. **[Predicting the Quality of User Experiences to Improve Productivity and Wellness ↗](https://doi.org/10.1609/aaai.v29i1.9740)**Priya L. Donti, Jacob Rosenbloom, Alex Gruver et al.*3 citations*
582. **[Privacy Management in Agent-Based Social Networks ↗](https://doi.org/10.1609/aaai.v30i1.9811)**Nadin Kökciyan*3 citations*
583. **[Process Diagnosis System (PDS) — A 30 Year History ↗](https://doi.org/10.1609/aaai.v29i2.19049)**E. Thompson, E. Frolich, James C. Bellows et al.*3 citations*
584. **[Some Fixed Parameter Tractability Results for Planning with Non-Acyclic Domain-Transition Graphs ↗](https://doi.org/10.1609/aaai.v29i1.9648)**Christer Bäckström*3 citations*
585. **[Splitting a Logic Program Revisited ↗](https://doi.org/10.1609/aaai.v29i1.9399)**Jianmin Ji, Hai Wan, Ziwei Huo et al.*3 citations*
586. **[Strong Bounds Consistencies and Their Application to Linear Constraints ↗](https://doi.org/10.1609/aaai.v29i1.9756)**Christian Bessière, Anastasia Paparrizou, Kostas Stergiou*3 citations*
587. **[Structured Sparsity with Group-Graph Regularization ↗](https://doi.org/10.1609/aaai.v29i1.9449)**Xinyu Dai, Jianbing Zhang, Shujian Huang et al.*3 citations*
588. **[Unidimensional Clustering of Discrete Data Using Latent Tree Models ↗](https://doi.org/10.1609/aaai.v29i1.9593)**April H. Liu, Leonard K. M. Poon, Nevin Lianwen Zhang*3 citations*
589. **[Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data ↗](https://doi.org/10.1609/aaai.v29i1.9184)**Yanying Chen, Yin-Hsi Kuo, Chun-Che Wu et al.*3 citations*
590. **[A Family of Latent Variable Convex Relaxations for IBM Model 2 ↗](https://doi.org/10.1609/aaai.v29i1.9514)**Andrei Simion, Michael Collins, Cliff Stein*2 citations*
591. **[A Mechanism Design Approach to Measure Awareness ↗](https://doi.org/10.1609/aaai.v29i1.9298)**Diodato Ferraioli, Carmine Ventre, Gábor Aranyi*2 citations*
592. **[A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population ↗](https://doi.org/10.1609/aaai.v29i1.9299)**Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmalya Mandal et al.*2 citations*
593. **[Accelerating SAT Solving by Common Subclause Elimination ↗](https://doi.org/10.1609/aaai.v29i1.9732)**Yaowei Yan, Chris Gutierrez, Jeriah Jn Charles et al.*2 citations*
594. **[An SVD and Derivative Kernel Approach to Learning from Geometric Data ↗](https://doi.org/10.1609/aaai.v29i1.9472)**Eric Wong, J. Zico Kolter*2 citations*
595. **[Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers ↗](https://doi.org/10.1609/aaai.v29i1.9520)**Chen Chen, Vincent Ng*2 citations*
596. **[Compress and Control ↗](https://doi.org/10.1609/aaai.v29i1.9600)**Joel Veness, Marc G. Bellemare, Marcus Hütter et al.*2 citations*
597. **[Compute Less to Get More: Using ORC to Improve Sparse Filtering ↗](https://doi.org/10.1609/aaai.v29i1.9784)**Johannes Lederer, Sergio Guadarrama*2 citations*
598. **[Data Science for Social Good — 2014 KDD Highlights ↗](https://doi.org/10.1609/aaai.v29i1.9351)**Wei Wang*2 citations*
599. **[Explaining Answer Set Programming in Argumentative Terms ↗](https://doi.org/10.1609/aaai.v29i1.9264)**Cláudia Schulz*2 citations*
600. **[Exploiting Determinism to Scale Relational Inference ↗](https://doi.org/10.1609/aaai.v29i1.9478)**Mohamed Hamza Ibrahim, Christopher Pal, Gilles Pesant*2 citations*

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