Proceedings of the AAAI Conference on Artificial Intelligence 2015: all accepted papers
- Price Evolution in a Continuous Double Auction Prediction Market With a Scoring-Rule Based Market Maker ↗Mithun Chakraborty, Sanmay Das, Justin Peabody11 citations
- Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation ↗Peng Hong Yu, Cheng Fang, Brian Charles Williams11 citations
- Self-Organized Collective Decision-Making in a 100-Robot Swarm ↗Gabriele Valentini, Heiko Hamann, Marco Dorigo11 citations
- Semantic Lexicon Induction from Twitter with Pattern Relatedness and Flexible Term Length ↗Ashequl Qadir, Pablo N. Mendes, Daniel Gruhl et al.11 citations
- Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base ↗Fei Qing Wu, Jun Song, Yi Ping Yang et al.11 citations
- Verification of Relational Multiagent Systems with Data Types ↗Diego Calvanese, Giorgio Delzanno, Marco Montali11 citations
- XPath for DL Ontologies ↗Egor V. Kostylev, Juan L. Reutter, Domagoj Vrgoč11 citations
- 10,000+ Times Accelerated Robust Subset Selection ↗Feiyun Zhu, Bin Fan, Xinliang Zhu et al.10 citations
- A Graphical Representation for Games in Partition Function Form ↗Oskar Skibski, Tomasz Michalak, Yuko Sakurai et al.10 citations
- Absent Multiple Kernel Learning ↗Xinwang Liu, Lei Wang, Jianping Yin et al.10 citations
- Active Manifold Learning via Gershgorin Circle Guided Sample Selection ↗Hongteng Xu, Hongyuan Zha, Ren‐Cang Li et al.10 citations
- An Association Network for Computing Semantic Relatedness ↗Keyang Zhang, Kenny Qili Zhu, Seung-won Hwang10 citations
- An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types ↗Stefano V. Albrecht, Jacob W. Crandall, Subramanian Ramamoorthy10 citations
- Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity ↗Fábio Gagliardi Cozman, Denis Deratani Mauá10 citations
- Discriminative Feature Grouping ↗Lei Han, Yu Zhang10 citations
- Multi-tensor Completion with Common Structures ↗Chao Li, Qibin Zhao, Junhua Li et al.10 citations
- Ontology Module Extraction via Datalog Reasoning ↗Ana Armas Romero, Mark Kaminski, Bernardo Cuenca Grau et al.10 citations
- Random Gradient Descent Tree: A Combinatorial Approach for SVM with Outliers ↗Hu Ding, Jinhui Xu10 citations
- Real-Time Predictive Optimization for Energy Management in a Hybrid Electric Vehicle ↗Alexander Styler, Illah Nourbakhsh10 citations
- Recursive Best-First Search with Bounded Overhead ↗Matthew Hatem, Scott Kiesel, Wheeler Ruml10 citations
- Semantic Representation ↗Lenhart K. Schubert10 citations
- Solving Distributed Constraint Optimization Problems Using Logic Programming ↗Tiep Le, Tran Cao Son, Enrico Pontelli et al.10 citations
- Spatio-Spectral Exploration Combining In Situ and Remote Measurements ↗David Thompson, David S. Wettergreen, Greydon Foil et al.10 citations
- Spontaneous Retrieval from Long-Term Memory for a Cognitive Architecture ↗Justin Li, John E. Laird10 citations
- Time-Sensitive Opinion Mining for Prediction ↗Wenting Tu, David Wai-lok Cheung, Nikos Mamoulis10 citations
- Tractable Cost-Optimal Planning over Restricted Polytree Causal Graphs ↗Meysam Aghighi, Peter Jönsson, Simon Ståhlberg10 citations
- A Probabilistic Covariate Shift Assumption for Domain Adaptation ↗Tameem Adel, Alexander K.C. Wong9 citations
- Answering Conjunctive Queries over EL Knowledge Bases with Transitive and Reflexive Roles ↗Giorgio Stefanoni, Boris Motik9 citations
- Automatic Ellipsis Resolution: Recovering Covert Information from Text ↗Marjorie J. McShane, Petr Babkin9 citations
- HACKAR: Helpful Advice for Code Knowledge and Attack Resilience ↗Ugur Kuter, Mark H. Burstein, J. Benton et al.9 citations
- Impact of Modeling Languages on the Theory and Practice in Planning Research ↗Jussi Rintanen9 citations
- Incorporating Assortativity and Degree Dependence into Scalable Network Models ↗Stephen Mussmann, John Moore, Joseph J. Pfeiffer et al.9 citations
- Influence-Driven Model for Time Series Prediction from Partial Observations ↗Saima Aman, Charalampos Chelmis, Viktor K. Prasanna9 citations
- Information Gathering and Reward Exploitation of Subgoals for POMDPs ↗Hang Ma, Joëlle Pineau9 citations
- Lagrangian Decomposition Algorithm for Allocating Marketing Channels ↗Daisuke Hatano, Takuro Fukunaga, Takanori Maehara et al.9 citations
- Leveraging Social Foci for Information Seeking in Social Media ↗Suhas Ranganath, Jiliang Tang, Xia Hu et al.9 citations
- On Fairness in Decision-Making under Uncertainty: Definitions, Computation, and Comparison ↗Chongjie Zhang, Julie Shah9 citations
- Probabilistic Attributed Hashing ↗Mingdong Ou, Peng Cui, Jun Wang et al.9 citations
- Projection in the Epistemic Situation Calculus with Belief Conditionals ↗Christoph Schwering, Gerhard Lakemeyer9 citations
- SAT-Based Strategy Extraction in Reachability Games ↗Niklas Eén, Alexander Legg, Nina Narodytska et al.9 citations
- The Hybrid Nested/Hierarchical Dirichlet Process and its Application to Topic Modeling with Word Differentiation ↗Tengfei Ma, Issei Sato, Hiroshi Nakagawa9 citations
- Using Matched Samples to Estimate the Effects of Exercise on Mental Health via Twitter ↗Virgile Landeiro, Aron Culotta9 citations
- Value of Information Based on Decision Robustness ↗Suming Chen, Arthur Choi, Adnan Y. Darwiche9 citations
- Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning ↗Dan Garrette, Chris Dyer, Jason Baldridge et al.9 citations
- Adaptive Sampling with Optimal Cost for Class-Imbalance Learning ↗Yuxin Peng8 citations
- An Axiomatic Approach to Link Prediction ↗Sara Cohen, Aviv Zohar8 citations
- BDD-Constrained Search: A Unified Approach to Constrained Shortest Path Problems ↗Masaaki Nishino, Norihito Yasuda, Shin-ichi Minato et al.8 citations
- Bayesian Maximum Margin Principal Component Analysis ↗Changying Du, Shandian Zhe, Fuzhen Zhuang et al.8 citations
- Convex Batch Mode Active Sampling via α-Relative Pearson Divergence ↗Hanmo Wang, Liang Du, Peng Zhou et al.8 citations
- Explaining Watson: Polymath Style ↗Wlodek Zadrozny, Valeria de Paiva, Lawrence S. Moss8 citations
- Facility Location with Double-Peaked Preferences ↗Aris Filos-Ratsikas, Minming Li, Jie Zhang et al.8 citations
- Heuristic Induction of Rate-Based Process Models ↗Pat Langley, Adam Arvay8 citations
- Improving Exploration in UCT Using Local Manifolds ↗Sriram Srinivasan, Erik Talvitie, Michael Bowling8 citations
- Learning to Describe Video with Weak Supervision by Exploiting Negative Sentential Information ↗Haonan Yu, Jeffrey Mark Siskind8 citations
- Learning to Hash on Structured Data ↗Qifan Wang, Luo Si, Bin Shen8 citations
- Lifting Model Sampling for General Game Playing to Incomplete-Information Models ↗Michael Schofield, Michael Thielscher8 citations
- Lower and Upper Bounds for SPARQL Queries over OWL Ontologies ↗Birte Glimm, Yevgeny Kazakov, Ilianna Kollia et al.8 citations
- Minimizing User Involvement for Accurate Ontology Matching Problems ↗Anika Schumann, Freddy Lécué8 citations
- Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation ↗Zenglin Xu, Rong Jin, Bin Shen et al.8 citations
- On the Scalable Learning of Stochastic Blockmodel ↗Bo Xiong Yang, Xuehua Zhao8 citations
- Partial Meet Revision and Contraction in Logic Programs ↗Sebastian Binnewies, Zhiqiang Zhuang, Kewen Wang8 citations
- Preference Planning for Markov Decision Processes ↗Meilun Li, Zhikun She, Andrea Turrini et al.8 citations
- Representation Discovery for MDPs Using Bisimulation Metrics ↗Sherry Ruan, Gheorghe Comanici, Prakash Panangaden et al.8 citations
- SP-SVM: Large Margin Classifier for Data on Multiple Manifolds ↗Bin Shen, Baodi Liu, Qifan Wang et al.8 citations
- Salient Object Detection via Objectness Proposals ↗Tam Nguyen8 citations
- Structural Learning with Amortized Inference ↗Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu et al.8 citations
- Tartanian7: A Champion Two-Player No-Limit Texas Hold'em Poker-Playing Program ↗Noam Brown, Sam Ganzfried, Tüomas Sandholm8 citations
- Unsupervised Phrasal Near-Synonym Generation from Text Corpora ↗Dishan Gupta, Jaime Carbonell, Anatole V. Gershman et al.8 citations
- Variable-Deletion Backdoors to Planning ↗Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler8 citations
- What's Hot in the SAT and ASP Competitions ↗Marijn J. H. Heule, Torsten H. Schaub8 citations
- Automatically Creating a Large Number of New Bilingual Dictionaries ↗Khang Nhứt Lâm, Feras Al Tarouti, Jugal Kumar Kalita7 citations
- Combining Ontology Class Expression Generation with Mathematical Modeling for Ontology Learning ↗Jędrzej Potoniec, Agnieszka Ławrynowicz7 citations
- Dictionary Learning with Mutually Reinforcing Group-Graph Structures ↗Hongteng Xu, Licheng Yu, Dixin Luo et al.7 citations
- Energy Usage Behavior Modeling in Energy Disaggregation via Marked Hawkes Process ↗Liangda Li, Hongyuan Zha7 citations
- Entity Resolution in a Big Data Framework ↗Mayank Kejriwal7 citations
- Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version) ↗Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe7 citations
- Extracting Bounded-Level Modules from Deductive RDF Triplestores ↗Marie-Christine Rousset, Federico Ulliana7 citations
- Gaussian Cardinality Restricted Boltzmann Machines ↗Cheng Wan, Xiaoming Jin, Guiguang Ding et al.7 citations
- Learning Greedy Policies for the Easy-First Framework ↗Jun Feng Xie, Chao Ma, Janardhan Rao Doppa et al.7 citations
- Learning Relational Kalman Filtering ↗Jaesik Choi, Eyal Amir A, Tianfang Xu et al.7 citations
- Learning Valuation Distributions from Partial Observation ↗Avrim L. Blum, Yishay Mansour, Jame Morgenstern7 citations
- Optimal Estimation of Multivariate ARMA Models ↗Martha White, Junfeng Wen, Michael Bowling et al.7 citations
- Pruning Game Tree by Rollouts ↗Bojun Huang7 citations
- SoF: Soft-Cluster Matrix Factorization for Probabilistic Clustering ↗Han Zhao, Pascal Poupart, Yongfeng Zhang et al.7 citations
- Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty ↗Yossiri Adulyasak, Pradeep Reddy Varakantham, Asrar Ahmed et al.7 citations
- The Pricing War Continues: On Competitive Multi-Item Pricing ↗Omer Lev, Joel Oren, Craig E. Boutilier et al.7 citations
- Using Qualitative Spatial Logic for Validating Crowd-Sourced Geospatial Data ↗Heshan Du, Hai Nguyen, Natasha Alechina et al.7 citations
- Variational Inference for Nonparametric Bayesian Quantile Regression ↗Sachinthaka Abeywardana, Fabio Tozeto Ramos7 citations
- A Stratified Strategy for Efficient Kernel-Based Learning ↗Simone Filice, Danilo Croce, Roberto Basili6 citations
- Action Language BC+: Preliminary Report ↗Joseph Babb, Joohyung Lee6 citations
- Activity Planning for a Lunar Orbital Mission ↗John L. Bresina6 citations
- Gene Selection in Microarray Datasets Using Progressively Refined PSO Scheme ↗Yamuna Prasad, K. Biswas6 citations
- Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS ↗Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme6 citations
- Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients ↗Sarit Kraus6 citations
- Knowledge Forgetting in Circumscription: A Preliminary Report ↗Yisong Wang, Kewen Wang, Zhe Wang et al.6 citations
- Languages for Learning and Mining ↗Luc De Raedt6 citations
- Loss-Calibrated Monte Carlo Action Selection ↗Ehsan Abbasnejad, Justin Domke, Scott Sanner6 citations
- Nonstationary Gaussian Process Regression for Evaluating Repeated Clinical Laboratory Tests ↗Thomas A. Lasko6 citations
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