Proceedings of the AAAI Conference on Artificial Intelligence 2015: all accepted papers
- Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors ↗Jun Chen, Chaokun Wang, Jianmin Wang18 citations
- A Local Sparse Model for Matching Problem ↗Bo Jiang, Jin Tang, Chris H. Q. Ding et al.17 citations
- Clustering-Based Collaborative Filtering for Link Prediction ↗Xiangyu Wang, Dayu He, Danyang Chen et al.17 citations
- Complex Event Detection via Event Oriented Dictionary Learning ↗Yan Yan, Yi Ping Yang, Haoquan Shen et al.17 citations
- Factored Symmetries for Merge-and-Shrink Abstractions ↗Silvan Sievers, Martin Wehrle, Malte Helmert et al.17 citations
- Handling Owl:sameAs via Rewriting ↗Boris Motik, Yavor Nenov, Robert Piro et al.17 citations
- Mining Query Subtopics from Questions in Community Question Answering ↗Yu Wu, Wei Wu, Zhoujun Li et al.17 citations
- Multi-View Point Registration via Alternating Optimization ↗Junchi Yan, Jun Wang, Hongyuan Zha et al.17 citations
- Scalable and Interpretable Data Representation for High-Dimensional, Complex Data ↗Been Kim, Kayur Patel, Afshin Rostamizadeh et al.17 citations
- Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia ↗Zhaohui Wu, Clyde Lee Giles17 citations
- Target-Dependent Churn Classification in Microblogs ↗Hadi Amiri, Hal Daumé17 citations
- Temporally Adaptive Restricted Boltzmann Machine for Background Modeling ↗Linli Xu, Yitan Li, Yübo Wang et al.17 citations
- Towards Cognitive Automation of Data Science ↗Alain Biem, Maria Butrico, Mark D. Feblowitz et al.17 citations
- Tractability of Planning with Loops ↗Siddharth Srivastava, Shlomo Zilberstein B, Abhishek Gupta et al.17 citations
- Using Description Logics for RDF Constraint Checking and Closed-World Recognition ↗Peter F. Patel‐Schneider17 citations
- Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets ↗Micha Kahlen, Wolfgang Ketter16 citations
- Algorithm Selection via Ranking ↗Richard J. Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau16 citations
- Aligning Mixed Manifolds ↗Thomas F. Boucher, CJ Carey, Sridhar Mahadevan et al.16 citations
- An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem ↗Zizhen Zhang, Huang He, Zhixing Luo et al.16 citations
- Consistent Knowledge Discovery from Evolving Ontologies ↗Freddy Lécué, Jeff Z. Pan16 citations
- Game-Theoretic Approach for Non-Cooperative Planning ↗Jaume Jordán, Eva Onaindía16 citations
- Knowledge Representation and Reasoning: What’s Hot ↗Chitta R. Baral, Giuseppe De Giacomo16 citations
- Knowledge-Based Probabilistic Logic Learning ↗Phillip Odom, Tushar Khot, Reid B. Porter et al.16 citations
- Online Bandit Learning for a Special Class of Non-Convex Losses ↗Lijun Zhang, Tianbao Yang, Rong Jin et al.16 citations
- Robust System for Identifying Procurement Fraud ↗Amit Dhurandhar, Rajesh Ravi, Bruce Graves et al.16 citations
- Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction ↗Anqi Liu, Lev Reyzin, Brian D. Ziebart16 citations
- Spectral Learning of Predictive State Representations with Insufficient Statistics ↗Alex Kulesza, Nan Jiang, Satinder Pal Singh16 citations
- Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach ↗Alessandro Cimatti, Andrea Micheli, Marco Roveri16 citations
- Topic Segmentation with an Ordering-Based Topic Model ↗Lan Du, John K. Pate, Mark S. Johnson16 citations
- Transfer Feature Representation via Multiple Kernel Learning ↗Wei Wang, Hao Wang, Chen Zhang et al.16 citations
- Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation ↗Paul Szerlip, Gregory Morse, Justin K. Pugh et al.16 citations
- A Faster Core Constraint Generation Algorithm for Combinatorial Auctions ↗Benedikt Bünz, Sven Seuken, Benjamin Lubin15 citations
- Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice ↗Guilin Qi, Zhe Wang, Kewen Wang et al.15 citations
- Bayesian Approach to Modeling and Detecting Communities in Signed Network ↗Bo Yang, Xuehua Zhao, Xueyan Liu15 citations
- Budgeted Prediction with Expert Advice ↗Kareem Amin, Satyen Kale, Gerald J. Tesauro et al.15 citations
- Congestion Games with Distance-Based Strict Uncertainty ↗Reshef Meir, David C. Parkes15 citations
- Discretization of Temporal Models with Application to Planning with SMT ↗Jussi Rintanen15 citations
- Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval ↗Weinan Zhang, Zhaoyan Ming, Yu Zhang et al.15 citations
- HVAC-Aware Occupancy Scheduling ↗BoonPing Lim, Menkes H. L. van den Briel, Sylvie Thiébaux et al.15 citations
- Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs ↗Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate15 citations
- Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression ↗Chen Liang, Kenneth D. Forbus15 citations
- Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue ↗Changsong Liu, Joyce Yue Chai15 citations
- Online Bayesian Models for Personal Analytics in Social Media ↗Svitlana Volkova, Benjamin Van Durme15 citations
- Predicting Emotion Perception Across Domains: A Study of Singing and Speaking ↗Biqiao Zhang, Emily Mower Provost, Robert Swedberg et al.15 citations
- Robustness in Probabilistic Temporal Planning ↗Jeb Brooks, Emilia Reed, Alex Gruver et al.15 citations
- Spectral Label Refinement for Noisy and Missing Text Labels ↗Yangqiu Song, Chenguang Wang, Ming Zhang et al.15 citations
- A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding ↗Akshaya Thippur, Chris Burbridge, Lars Kunze et al.14 citations
- A Goal-Based Model of Personality for Planning-Based Narrative Generation ↗Julio César Bahamón, Camille Barot, R. Michael Young14 citations
- Are Features Equally Representative? A Feature-Centric Recommendation ↗Chenyi Zhang, Ke Wang, Ee‐Peng Lim et al.14 citations
- BDDs Strike Back (in AI Planning) ↗Stefan Edelkamp, Peter Kissmann, Álvaro Torralba14 citations
- Cognitive Social Learners: An Architecture for Modeling Normative Behavior ↗Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Sukthankar14 citations
- Cooperative Game Solution Concepts that Maximize Stability under Noise ↗Yuqian Li, Vincent Conitzer14 citations
- Envy-Free Cake-Cutting in Two Dimensions ↗Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann14 citations
- Interactive Query-Based Debugging of ASP Programs ↗Kostyantyn M. Shchekotykhin14 citations
- Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures ↗Emmanuel Lassalle, Pascal Denis14 citations
- Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric ↗Robert P. Goldman, Ugur Kuter14 citations
- Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling ↗Maxime Guériau, Romain Billot, Nour‐Eddin El Faouzi et al.14 citations
- Novel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents ↗Praphul Chandra, Y. Narahari, Debmalya Mandal et al.14 citations
- Power System Restoration With Transient Stability ↗Hassan Hijazi, Terrence W. K. Mak, Pascal Van Hentenryck14 citations
- Sampling Representative Users from Large Social Networks ↗Jie Tang, Chenhui Zhang, Keke Cai et al.14 citations
- Stable Model Counting and Its Application in Probabilistic Logic Programming ↗Rehan Aziz, Geoffrey Chu, Christian Muise et al.14 citations
- Towards Optimal Solar Tracking: A Dynamic Programming Approach ↗Athanasios Aris Panagopoulos, Georgios Chalkiadakis, Nicholas R. Jennings14 citations
- An Abstract View on Modularity in Knowledge Representation ↗Yuliya Lierler, Mirosław Truszczyński13 citations
- Concurrent PAC RL ↗Zhaohan Daniel Guo, Emma Brunskill13 citations
- Conventional Machine Learning for Social Choice ↗John A. Doucette, Kate S. Larson, Robin A Cohen13 citations
- Exploiting Parallelism for Hard Problems in Abstract Argumentation ↗Federico Cerutti, Ilias Tachmazidis, Mauro Vallati et al.13 citations
- Forecasting Collector Road Speeds Under High Percentage of Missing Data ↗Xin Xin, Chunwei Lu, Yashen Wang et al.13 citations
- Integrating Image Clustering and Codebook Learning ↗Pengtao Xie, Eric P. Xing13 citations
- Optimal Cost Almost-Sure Reachability in POMDPs ↗Krishnendu Chatterjee, Martin Chmelík, Raghav Gupta et al.13 citations
- Reusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain ↗Carlos Hernández, Roberto Asín‐Achá, Jorge A. Baier13 citations
- The Extendable-Triple Property: A New CSP Tractable Class beyond BTP ↗Philippe Jégou, Cyril Terrioux13 citations
- The Relative Expressiveness of Abstract Argumentation and Logic Programming ↗Hannes Straß13 citations
- Towards Knowledge-Driven Annotation ↗Yassine Mrabet, Claire Gardent, Muriel Foulonneau et al.13 citations
- Transaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation ↗Weiwei Shen, Jun Wang13 citations
- When Suboptimal Rules ↗Avshalom Elmalech, David Sarne, Avi Rosenfeld et al.13 citations
- Active Advice Seeking for Inverse Reinforcement Learning ↗Phillip Odom, Sriraam Natarajan12 citations
- Agnostic System Identification for Monte Carlo Planning ↗Erik Talvitie12 citations
- Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos ↗Jung-Woo Ha, Kyung-Min Kim, Byoung‐Tak Zhang12 citations
- Large-Margin Multi-Label Causal Feature Learning ↗Chang Xu, Dacheng Tao, Chao Xu12 citations
- Learning Hybrid Models with Guarded Transitions ↗Pedro Santana, Spencer Lane, Eric Timmons et al.12 citations
- Maximin Separation Probability Clustering ↗Gao Ming Huang, Jianwen Zhang, Shiji Song et al.12 citations
- Mining User Interests from Personal Photos ↗Pengtao Xie, Yulong Pei, Yuan Xie et al.12 citations
- Multivariate Conditional Anomaly Detection and Its Clinical Application ↗Charmgil Hong, Miloš Hauskrecht12 citations
- On a Competitive Secretary Problem ↗Anna R. Karlin, Eric Lei12 citations
- Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease ↗Shandian Zhe, Zenglin Xu, Yuan Qi et al.12 citations
- A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations ↗Tarek El-Gaaly, Vicky Froyen, Ahmed Elgammal et al.11 citations
- A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores ↗Sarah M. Brown, Andrea K. Webb, Rami Mangoubi et al.11 citations
- Assessing the Robustness of Cremer-McLean with Automated Mechanism Design ↗Michael Albert, Vincent Conitzer, Giuseppe Lopomo11 citations
- Chance-Constrained Scheduling via Conflict-Directed Risk Allocation ↗Andrew Wang, Brian Charles Williams11 citations
- Elicitation for Aggregation ↗Rafael Frongillo, Yiling Chen, Ian A. Kash11 citations
- Exploring Social Context for Topic Identification in Short and Noisy Texts ↗Xin Wang, Ying Wang, Wanli Zuo et al.11 citations
- Factored MCTS for Large Scale Stochastic Planning ↗Hao Cui, Roni Khardon, Alan Fern et al.11 citations
- Fast Convention Formation in Dynamic Networks Using Topological Knowledge ↗Mohammad H. Hasan, Anita Raja, Ana L. C. Bazzan11 citations
- How Many Diagnoses Do We Need? ↗Roni Stern, Meir Kalech, Shelly Rogov et al.11 citations
- Instance-Driven Ontology Evolution in DL-Lite ↗Zhe Wang, Kewen Wang, Zhiqiang Zhuang et al.11 citations
- Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation ↗Cláudia Schulz, Francesca Toni11 citations
- On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences ↗Hadi Hosseini, Kate S. Larson, Robin A Cohen11 citations
- Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation ↗Kian Hsiang Low, Jiangbo Yu, Jie Chen et al.11 citations
- Policy Tree: Adaptive Representation for Policy Gradient ↗Ujjwal Das Gupta, Erik Talvitie, Michael Bowling11 citations
- Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression ↗Zsolt Bitvai, Trevor Cohn11 citations
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