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

674 papers · page 4 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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301. **[Will You "Reconsume" the Near Past? Fast Prediction on Short-Term Reconsumption Behaviors ↗](https://doi.org/10.1609/aaai.v29i1.9172)**Jun Chen, Chaokun Wang, Jianmin Wang*18 citations*
302. **[A Local Sparse Model for Matching Problem ↗](https://doi.org/10.1609/aaai.v29i1.9785)**Bo Jiang, Jin Tang, Chris H. Q. Ding et al.*17 citations*
303. **[Clustering-Based Collaborative Filtering for Link Prediction ↗](https://doi.org/10.1609/aaai.v29i1.9162)**Xiangyu Wang, Dayu He, Danyang Chen et al.*17 citations*
304. **[Complex Event Detection via Event Oriented Dictionary Learning ↗](https://doi.org/10.1609/aaai.v29i1.9787)**Yan Yan, Yi Ping Yang, Haoquan Shen et al.*17 citations*
305. **[Factored Symmetries for Merge-and-Shrink Abstractions ↗](https://doi.org/10.1609/aaai.v29i1.9642)**Silvan Sievers, Martin Wehrle, Malte Helmert et al.*17 citations*
306. **[Handling Owl:sameAs via Rewriting ↗](https://doi.org/10.1609/aaai.v29i1.9187)**Boris Motik, Yavor Nenov, Robert Piro et al.*17 citations*
307. **[Mining Query Subtopics from Questions in Community Question Answering ↗](https://doi.org/10.1609/aaai.v29i1.9166)**Yu Wu, Wei Wu, Zhoujun Li et al.*17 citations*
308. **[Multi-View Point Registration via Alternating Optimization ↗](https://doi.org/10.1609/aaai.v29i1.9791)**Junchi Yan, Jun Wang, Hongyuan Zha et al.*17 citations*
309. **[Scalable and Interpretable Data Representation for High-Dimensional, Complex Data ↗](https://doi.org/10.1609/aaai.v29i1.9474)**Been Kim, Kayur Patel, Afshin Rostamizadeh et al.*17 citations*
310. **[Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia ↗](https://doi.org/10.1609/aaai.v29i1.9496)**Zhaohui Wu, Clyde Lee Giles*17 citations*
311. **[Target-Dependent Churn Classification in Microblogs ↗](https://doi.org/10.1609/aaai.v29i1.9532)**Hadi Amiri, Hal Daumé*17 citations*
312. **[Temporally Adaptive Restricted Boltzmann Machine for Background Modeling ↗](https://doi.org/10.1609/aaai.v29i1.9481)**Linli Xu, Yitan Li, Yübo Wang et al.*17 citations*
313. **[Towards Cognitive Automation of Data Science ↗](https://doi.org/10.1609/aaai.v29i1.9281)**Alain Biem, Maria Butrico, Mark D. Feblowitz et al.*17 citations*
314. **[Tractability of Planning with Loops ↗](https://doi.org/10.1609/aaai.v29i1.9658)**Siddharth Srivastava, Shlomo Zilberstein B, Abhishek Gupta et al.*17 citations*
315. **[Using Description Logics for RDF Constraint Checking and Closed-World Recognition ↗](https://doi.org/10.1609/aaai.v29i1.9177)**Peter F. Patel‐Schneider*17 citations*
316. **[Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets ↗](https://doi.org/10.1609/aaai.v29i1.9250)**Micha Kahlen, Wolfgang Ketter*16 citations*
317. **[Algorithm Selection via Ranking ↗](https://doi.org/10.1609/aaai.v29i1.9466)**Richard J. Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau*16 citations*
318. **[Aligning Mixed Manifolds ↗](https://doi.org/10.1609/aaai.v29i1.9638)**Thomas F. Boucher, CJ Carey, Sridhar Mahadevan et al.*16 citations*
319. **[An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem ↗](https://doi.org/10.1609/aaai.v29i1.9657)**Zizhen Zhang, Huang He, Zhixing Luo et al.*16 citations*
320. **[Consistent Knowledge Discovery from Evolving Ontologies ↗](https://doi.org/10.1609/aaai.v29i1.9175)**Freddy Lécué, Jeff Z. Pan*16 citations*
321. **[Game-Theoretic Approach for Non-Cooperative Planning ↗](https://doi.org/10.1609/aaai.v29i1.9384)**Jaume Jordán, Eva Onaindía*16 citations*
322. **[Knowledge Representation and Reasoning: What’s Hot ↗](https://doi.org/10.1609/aaai.v29i1.9344)**Chitta R. Baral, Giuseppe De Giacomo*16 citations*
323. **[Knowledge-Based Probabilistic Logic Learning ↗](https://doi.org/10.1609/aaai.v29i1.9690)**Phillip Odom, Tushar Khot, Reid B. Porter et al.*16 citations*
324. **[Online Bandit Learning for a Special Class of Non-Convex Losses ↗](https://doi.org/10.1609/aaai.v29i1.9589)**Lijun Zhang, Tianbao Yang, Rong Jin et al.*16 citations*
325. **[Robust System for Identifying Procurement Fraud ↗](https://doi.org/10.1609/aaai.v29i2.19045)**Amit Dhurandhar, Rajesh Ravi, Bruce Graves et al.*16 citations*
326. **[Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction ↗](https://doi.org/10.1609/aaai.v29i1.9609)**Anqi Liu, Lev Reyzin, Brian D. Ziebart*16 citations*
327. **[Spectral Learning of Predictive State Representations with Insufficient Statistics ↗](https://doi.org/10.1609/aaai.v29i1.9635)**Alex Kulesza, Nan Jiang, Satinder Pal Singh*16 citations*
328. **[Strong Temporal Planning with Uncontrollable Durations: A State-Space Approach ↗](https://doi.org/10.1609/aaai.v29i1.9653)**Alessandro Cimatti, Andrea Micheli, Marco Roveri*16 citations*
329. **[Topic Segmentation with an Ordering-Based Topic Model ↗](https://doi.org/10.1609/aaai.v29i1.9502)**Lan Du, John K. Pate, Mark S. Johnson*16 citations*
330. **[Transfer Feature Representation via Multiple Kernel Learning ↗](https://doi.org/10.1609/aaai.v29i1.9586)**Wei Wang, Hao Wang, Chen Zhang et al.*16 citations*
331. **[Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation ↗](https://doi.org/10.1609/aaai.v29i1.9601)**Paul Szerlip, Gregory Morse, Justin K. Pugh et al.*16 citations*
332. **[A Faster Core Constraint Generation Algorithm for Combinatorial Auctions ↗](https://doi.org/10.1609/aaai.v29i1.9289)**Benedikt Bünz, Sven Seuken, Benjamin Lubin*15 citations*
333. **[Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice ↗](https://doi.org/10.1609/aaai.v29i1.9200)**Guilin Qi, Zhe Wang, Kewen Wang et al.*15 citations*
334. **[Bayesian Approach to Modeling and Detecting Communities in Signed Network ↗](https://doi.org/10.1609/aaai.v29i1.9448)**Bo Yang, Xuehua Zhao, Xueyan Liu*15 citations*
335. **[Budgeted Prediction with Expert Advice ↗](https://doi.org/10.1609/aaai.v29i1.9621)**Kareem Amin, Satyen Kale, Gerald J. Tesauro et al.*15 citations*
336. **[Congestion Games with Distance-Based Strict Uncertainty ↗](https://doi.org/10.1609/aaai.v29i1.9291)**Reshef Meir, David C. Parkes*15 citations*
337. **[Discretization of Temporal Models with Application to Planning with SMT ↗](https://doi.org/10.1609/aaai.v29i1.9644)**Jussi Rintanen*15 citations*
338. **[Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval ↗](https://doi.org/10.1609/aaai.v29i1.9193)**Weinan Zhang, Zhaoyan Ming, Yu Zhang et al.*15 citations*
339. **[HVAC-Aware Occupancy Scheduling ↗](https://doi.org/10.1609/aaai.v29i1.9236)**BoonPing Lim, Menkes H. L. van den Briel, Sylvie Thiébaux et al.*15 citations*
340. **[Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs ↗](https://doi.org/10.1609/aaai.v29i1.9676)**Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate*15 citations*
341. **[Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression ↗](https://doi.org/10.1609/aaai.v29i1.9218)**Chen Liang, Kenneth D. Forbus*15 citations*
342. **[Learning to Mediate Perceptual Differences in Situated Human-Robot Dialogue ↗](https://doi.org/10.1609/aaai.v29i1.9497)**Changsong Liu, Joyce Yue Chai*15 citations*
343. **[Online Bayesian Models for Personal Analytics in Social Media ↗](https://doi.org/10.1609/aaai.v29i1.9507)**Svitlana Volkova, Benjamin Van Durme*15 citations*
344. **[Predicting Emotion Perception Across Domains: A Study of Singing and Speaking ↗](https://doi.org/10.1609/aaai.v29i1.9334)**Biqiao Zhang, Emily Mower Provost, Robert Swedberg et al.*15 citations*
345. **[Robustness in Probabilistic Temporal Planning ↗](https://doi.org/10.1609/aaai.v29i1.9663)**Jeb Brooks, Emilia Reed, Alex Gruver et al.*15 citations*
346. **[Spectral Label Refinement for Noisy and Missing Text Labels ↗](https://doi.org/10.1609/aaai.v29i1.9560)**Yangqiu Song, Chenguang Wang, Ming Zhang et al.*15 citations*
347. **[A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding ↗](https://doi.org/10.1609/aaai.v29i1.9421)**Akshaya Thippur, Chris Burbridge, Lars Kunze et al.*14 citations*
348. **[A Goal-Based Model of Personality for Planning-Based Narrative Generation ↗](https://doi.org/10.1609/aaai.v29i1.9731)**Julio César Bahamón, Camille Barot, R. Michael Young*14 citations*
349. **[Are Features Equally Representative? A Feature-Centric Recommendation ↗](https://doi.org/10.1609/aaai.v29i1.9150)**Chenyi Zhang, Ke Wang, Ee‐Peng Lim et al.*14 citations*
350. **[BDDs Strike Back (in AI Planning) ↗](https://doi.org/10.1609/aaai.v29i1.9349)**Stefan Edelkamp, Peter Kissmann, Álvaro Torralba*14 citations*
351. **[Cognitive Social Learners: An Architecture for Modeling Normative Behavior ↗](https://doi.org/10.1609/aaai.v29i1.9441)**Rahmatollah Beheshti, Awrad Mohammed Ali, Gita Sukthankar*14 citations*
352. **[Cooperative Game Solution Concepts that Maximize Stability under Noise ↗](https://doi.org/10.1609/aaai.v29i1.9300)**Yuqian Li, Vincent Conitzer*14 citations*
353. **[Envy-Free Cake-Cutting in Two Dimensions ↗](https://doi.org/10.1609/aaai.v29i1.9309)**Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann*14 citations*
354. **[Interactive Query-Based Debugging of ASP Programs ↗](https://doi.org/10.1609/aaai.v29i1.9394)**Kostyantyn M. Shchekotykhin*14 citations*
355. **[Joint Anaphoricity Detection and Coreference Resolution with Constrained Latent Structures ↗](https://doi.org/10.1609/aaai.v29i1.9510)**Emmanuel Lassalle, Pascal Denis*14 citations*
356. **[Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric ↗](https://doi.org/10.1609/aaai.v29i1.9669)**Robert P. Goldman, Ugur Kuter*14 citations*
357. **[Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling ↗](https://doi.org/10.1609/aaai.v29i1.9280)**Maxime Guériau, Romain Billot, Nour‐Eddin El Faouzi et al.*14 citations*
358. **[Novel Mechanisms for Online Crowdsourcing with Unreliable, Strategic Agents ↗](https://doi.org/10.1609/aaai.v29i1.9340)**Praphul Chandra, Y. Narahari, Debmalya Mandal et al.*14 citations*
359. **[Power System Restoration With Transient Stability ↗](https://doi.org/10.1609/aaai.v29i1.9241)**Hassan Hijazi, Terrence W. K. Mak, Pascal Van Hentenryck*14 citations*
360. **[Sampling Representative Users from Large Social Networks ↗](https://doi.org/10.1609/aaai.v29i1.9202)**Jie Tang, Chenhui Zhang, Keke Cai et al.*14 citations*
361. **[Stable Model Counting and Its Application in Probabilistic Logic Programming ↗](https://doi.org/10.1609/aaai.v29i1.9691)**Rehan Aziz, Geoffrey Chu, Christian Muise et al.*14 citations*
362. **[Towards Optimal Solar Tracking: A Dynamic Programming Approach ↗](https://doi.org/10.1609/aaai.v29i1.9244)**Athanasios Aris Panagopoulos, Georgios Chalkiadakis, Nicholas R. Jennings*14 citations*
363. **[An Abstract View on Modularity in Knowledge Representation ↗](https://doi.org/10.1609/aaai.v29i1.9390)**Yuliya Lierler, Mirosław Truszczyński*13 citations*
364. **[Concurrent PAC RL ↗](https://doi.org/10.1609/aaai.v29i1.9585)**Zhaohan Daniel Guo, Emma Brunskill*13 citations*
365. **[Conventional Machine Learning for Social Choice ↗](https://doi.org/10.1609/aaai.v29i1.9294)**John A. Doucette, Kate S. Larson, Robin A Cohen*13 citations*
366. **[Exploiting Parallelism for Hard Problems in Abstract Argumentation ↗](https://doi.org/10.1609/aaai.v29i1.9395)**Federico Cerutti, Ilias Tachmazidis, Mauro Vallati et al.*13 citations*
367. **[Forecasting Collector Road Speeds Under High Percentage of Missing Data ↗](https://doi.org/10.1609/aaai.v29i1.9447)**Xin Xin, Chunwei Lu, Yashen Wang et al.*13 citations*
368. **[Integrating Image Clustering and Codebook Learning ↗](https://doi.org/10.1609/aaai.v29i1.9475)**Pengtao Xie, Eric P. Xing*13 citations*
369. **[Optimal Cost Almost-Sure Reachability in POMDPs ↗](https://doi.org/10.1609/aaai.v29i1.9683)**Krishnendu Chatterjee, Martin Chmelík, Raghav Gupta et al.*13 citations*
370. **[Reusing Previously Found A* Paths for Fast Goal-Directed Navigation in Dynamic Terrain ↗](https://doi.org/10.1609/aaai.v29i1.9355)**Carlos Hernández, Roberto Asín‐Achá, Jorge A. Baier*13 citations*
371. **[The Extendable-Triple Property: A New CSP Tractable Class beyond BTP ↗](https://doi.org/10.1609/aaai.v29i1.9754)**Philippe Jégou, Cyril Terrioux*13 citations*
372. **[The Relative Expressiveness of Abstract Argumentation and Logic Programming ↗](https://doi.org/10.1609/aaai.v29i1.9392)**Hannes Straß*13 citations*
373. **[Towards Knowledge-Driven Annotation ↗](https://doi.org/10.1609/aaai.v29i1.9521)**Yassine Mrabet, Claire Gardent, Muriel Foulonneau et al.*13 citations*
374. **[Transaction Costs-Aware Portfolio Optimization via Fast Lowner-John Ellipsoid Approximation ↗](https://doi.org/10.1609/aaai.v29i1.9453)**Weiwei Shen, Jun Wang*13 citations*
375. **[When Suboptimal Rules ↗](https://doi.org/10.1609/aaai.v29i1.9335)**Avshalom Elmalech, David Sarne, Avi Rosenfeld et al.*13 citations*
376. **[Active Advice Seeking for Inverse Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v29i1.9722)**Phillip Odom, Sriraam Natarajan*12 citations*
377. **[Agnostic System Identification for Monte Carlo Planning ↗](https://doi.org/10.1609/aaai.v29i1.9616)**Erik Talvitie*12 citations*
378. **[Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos ↗](https://doi.org/10.1609/aaai.v29i1.9225)**Jung-Woo Ha, Kyung-Min Kim, Byoung‐Tak Zhang*12 citations*
379. **[Large-Margin Multi-Label Causal Feature Learning ↗](https://doi.org/10.1609/aaai.v29i1.9450)**Chang Xu, Dacheng Tao, Chao Xu*12 citations*
380. **[Learning Hybrid Models with Guarded Transitions ↗](https://doi.org/10.1609/aaai.v29i1.9458)**Pedro Santana, Spencer Lane, Eric Timmons et al.*12 citations*
381. **[Maximin Separation Probability Clustering ↗](https://doi.org/10.1609/aaai.v29i1.9627)**Gao Ming Huang, Jianwen Zhang, Shiji Song et al.*12 citations*
382. **[Mining User Interests from Personal Photos ↗](https://doi.org/10.1609/aaai.v29i1.9467)**Pengtao Xie, Yulong Pei, Yuan Xie et al.*12 citations*
383. **[Multivariate Conditional Anomaly Detection and Its Clinical Application ↗](https://doi.org/10.1609/aaai.v29i1.9263)**Charmgil Hong, Miloš Hauskrecht*12 citations*
384. **[On a Competitive Secretary Problem ↗](https://doi.org/10.1609/aaai.v29i1.9312)**Anna R. Karlin, Eric Lei*12 citations*
385. **[Sparse Bayesian Multiview Learning for Simultaneous Association Discovery and Diagnosis of Alzheimer's Disease ↗](https://doi.org/10.1609/aaai.v29i1.9473)**Shandian Zhe, Zenglin Xu, Yuan Qi et al.*12 citations*
386. **[A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations ↗](https://doi.org/10.1609/aaai.v29i1.9793)**Tarek El-Gaaly, Vicky Froyen, Ahmed Elgammal et al.*11 citations*
387. **[A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores ↗](https://doi.org/10.1609/aaai.v29i1.9470)**Sarah M. Brown, Andrea K. Webb, Rami Mangoubi et al.*11 citations*
388. **[Assessing the Robustness of Cremer-McLean with Automated Mechanism Design ↗](https://doi.org/10.1609/aaai.v29i1.9293)**Michael Albert, Vincent Conitzer, Giuseppe Lopomo*11 citations*
389. **[Chance-Constrained Scheduling via Conflict-Directed Risk Allocation ↗](https://doi.org/10.1609/aaai.v29i1.9693)**Andrew Wang, Brian Charles Williams*11 citations*
390. **[Elicitation for Aggregation ↗](https://doi.org/10.1609/aaai.v29i1.9315)**Rafael Frongillo, Yiling Chen, Ian A. Kash*11 citations*
391. **[Exploring Social Context for Topic Identification in Short and Noisy Texts ↗](https://doi.org/10.1609/aaai.v29i1.9463)**Xin Wang, Ying Wang, Wanli Zuo et al.*11 citations*
392. **[Factored MCTS for Large Scale Stochastic Planning ↗](https://doi.org/10.1609/aaai.v29i1.9661)**Hao Cui, Roni Khardon, Alan Fern et al.*11 citations*
393. **[Fast Convention Formation in Dynamic Networks Using Topological Knowledge ↗](https://doi.org/10.1609/aaai.v29i1.9434)**Mohammad H. Hasan, Anita Raja, Ana L. C. Bazzan*11 citations*
394. **[How Many Diagnoses Do We Need? ↗](https://doi.org/10.1609/aaai.v29i1.9422)**Roni Stern, Meir Kalech, Shelly Rogov et al.*11 citations*
395. **[Instance-Driven Ontology Evolution in DL-Lite ↗](https://doi.org/10.1609/aaai.v29i1.9413)**Zhe Wang, Kewen Wang, Zhiqiang Zhuang et al.*11 citations*
396. **[Logic Programming in Assumption-Based Argumentation Revisited - Semantics and Graphical Representation ↗](https://doi.org/10.1609/aaai.v29i1.9417)**Cláudia Schulz, Francesca Toni*11 citations*
397. **[On Manipulablity of Random Serial Dictatorship in Sequential Matching with Dynamic Preferences ↗](https://doi.org/10.1609/aaai.v29i1.9744)**Hadi Hosseini, Kate S. Larson, Robin A Cohen*11 citations*
398. **[Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation ↗](https://doi.org/10.1609/aaai.v29i1.9575)**Kian Hsiang Low, Jiangbo Yu, Jie Chen et al.*11 citations*
399. **[Policy Tree: Adaptive Representation for Policy Gradient ↗](https://doi.org/10.1609/aaai.v29i1.9613)**Ujjwal Das Gupta, Erik Talvitie, Michael Bowling*11 citations*
400. **[Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression ↗](https://doi.org/10.1609/aaai.v29i1.9515)**Zsolt Bitvai, Trevor Cohn*11 citations*

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