Proceedings of the AAAI Conference on Artificial Intelligence 2015: all accepted papers
- Multi-Objective MDPs with Conditional Lexicographic Reward Preferences ↗Kyle Hollins Wray, Shlomo Zilberstein B, Abdel‐Illah Mouaddib54 citations
- Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel ↗Xiaomin Fang, Rong Pan, Guoxiang Cao et al.52 citations
- Question/Answer Matching for CQA System via Combining Lexical and Sequential Information ↗Yikang Shen, Wenge Rong, Zhiwei Sun et al.52 citations
- TODTLER: Two-Order-Deep Transfer Learning ↗Jan Van Haaren, Andrey Kolobov, Jesse J. Davis52 citations
- Online Detection of Abnormal Events Using Incremental Coding Length ↗Jayanta Dutta, Bonny Banerjee51 citations
- Planned Protest Modeling in News and Social Media ↗Sathappan Muthiah, Bert Huang, Jaime Arredondo et al.50 citations
- Tensor-Based Learning for Predicting Stock Movements ↗Qing Li, Li-ling Jiang, Ping Li et al.50 citations
- Verifying and Synthesising Multi-Agent Systems against One-Goal Strategy Logic Specifications ↗Petr Čermák, Alessio R. Lomuscio, Aniello Murano50 citations
- Multi-Document Summarization Based on Two-Level Sparse Representation Model ↗He Liu, Hongliang Yu, Zhihong Deng49 citations
- Multi-Task Learning and Algorithmic Stability ↗Yu Zhang49 citations
- Resilient Upgrade of Electrical Distribution Grids ↗Emre Yamangil, Russell W. Bent, Scott Backhaus49 citations
- Retweet Behavior Prediction Using Hierarchical Dirichlet Process ↗Qi Zhang, Yeyun Gong, Ya Guo et al.47 citations
- A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing ↗Quan Zhou, Wenlin Chen, Shiji Song et al.45 citations
- Building Strong Semi-Autonomous Systems ↗Shlomo Zilberstein B45 citations
- DeepTutor: An Effective, Online Intelligent Tutoring System That Promotes Deep Learning ↗Vasile Rus, Nobal Bikram Niraula, Rajendra Banjade45 citations
- Graph-Sparse LDA: A Topic Model with Structured Sparsity ↗Finale Doshi‐Velez, Byron Wallace, Ryan Prescott Adams45 citations
- SCRAM: Scalable Collision-avoiding Role Assignment with Minimal-Makespan for Formational Positioning ↗Patrick MacAlpine, Eric Price, Peter Stone45 citations
- Intent Prediction and Trajectory Forecasting via Predictive Inverse Linear-Quadratic Regulation ↗Mathew Monfort, Anqi Liu, Brian D. Ziebart44 citations
- Low-Rank Similarity Metric Learning in High Dimensions ↗Wei Liu, Cun Mu, Rongrong Ji et al.44 citations
- Truthful Mechanisms without Money for Non-Utilitarian Heterogeneous Facility Location ↗Paolo Serafino, Carmine Ventre44 citations
- SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications ↗Louis‐Philippe Morency, Giota Stratou, David DeVault et al.43 citations
- Causal Inference via Sparse Additive Models with Application to Online Advertising ↗Wei Sun, Pengyuan Wang, Dawei Yin et al.42 citations
- Efficient Task Sub-Delegation for Crowdsourcing ↗Han Yu, Chunyan Miao, Zhiqi Shen et al.42 citations
- Goal Recognition Design for Non-Optimal Agents ↗Sarah Keren, Avigdor Gal, Erez Karpas42 citations
- Modeling with Node Degree Preservation Can Accurately Find Communities ↗Di Jin, Zheng Chen, Dongxiao He et al.42 citations
- A Personalized Interest-Forgetting Markov Model for Recommendations ↗Jun Chen, Chaokun Wang, Jianmin Wang41 citations
- A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data ↗Xuan Song, Quanshi Zhang, Yoshihide Sekimoto et al.41 citations
- Generating Event Causality Hypotheses through Semantic Relations ↗Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer et al.41 citations
- Heuristics and Symmetries in Classical Planning ↗Alexander Shleyfman, Michael Katz, Malte Helmert et al.41 citations
- Hierarchical Monte-Carlo Planning ↗Ngo Anh Vien, Marc Toussaint41 citations
- Security Games with Protection Externalities ↗Jiarui Gan, Bo An, Yevgeniy Vorobeychik41 citations
- Solving Games with Functional Regret Estimation ↗Kevin Waugh, Dustin Morrill, James Andrew Bagnell et al.41 citations
- Towards User-Adaptive Information Visualization ↗Cristina Conati, Giuseppe Carenini, Dereck Toker et al.41 citations
- Acronym Disambiguation Using Word Embedding ↗Chao Li, Lei Ji, Jun Yan40 citations
- An Adaptive Gradient Method for Online AUC Maximization ↗Yi Ding, Peilin Zhao, Steven C. H. Hoi et al.40 citations
- COT: Contextual Operating Tensor for Context-Aware Recommender Systems ↗Qiang Liu, Shu Wu, Liang Wang40 citations
- Doubly Robust Covariate Shift Correction ↗Sashank Jakkam Reddi, Barnabás Póczos, Alex J. Smola40 citations
- Incorporating Implicit Link Preference Into Overlapping Community Detection ↗Hongyi Zhang, Irwin King, Michael Rung-Tsong Lyu40 citations
- Preventing HIV Spread in Homeless Populations Using PSINET ↗A. Yadav, Leandro Soriano Marcolino, Eric R. W. Rice et al.40 citations
- Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing ↗Filippo Bistaffa, Alessandro Farinelli, Sarvapali D. Ramchurn40 citations
- A Convex Formulation for Spectral Shrunk Clustering ↗Xiaojun Chang, Feiping Nie, Zhigang Ma et al.39 citations
- Automatic Configuration of Sequential Planning Portfolios ↗Jendrik Seipp, Silvan Sievers, Malte Helmert et al.39 citations
- Continuity Editing for 3D Animation ↗Quentin Galvane, Remi P. Ronfard, Christophe Lino et al.39 citations
- Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications ↗Shengping Zhang, Shiva Prasad Kasiviswanathan, Pong Chi Yuen et al.39 citations
- An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building ↗Miaolong Yuan, Bo Tian, Vui Ann Shim et al.38 citations
- Inertial Hidden Markov Models: Modeling Change in Multivariate Time Series ↗George D. Montañez, Saeed Amizadeh, Nikolay Laptev38 citations
- Microblog Sentiment Classification with Contextual Knowledge Regularization ↗Fangzhao Wu, Yangqiu Song, Yongfeng Huang38 citations
- On the Role of Canonicity in Knowledge Compilation ↗Guy Van den Broeck, Adnan Y. Darwiche38 citations
- Recovering Causal Effects from Selection Bias ↗Elias Bareinboim, Jin Wen Tian38 citations
- Stable Feature Selection from Brain sMRI ↗Bo Xin, Lingjing Hu, Yizhou Wang et al.38 citations
- VELDA: Relating an Image Tweet’s Text and Images ↗Tao Chen, Hany M. SalahEldeen, Xiangnan He et al.38 citations
- An Improved Lower Bound for Bayesian Network Structure Learning ↗Xiannian Fan, Changhe Yuan37 citations
- Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams ↗Brandon S. Parker, Latifur R. Khan37 citations
- Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX ↗Johannes Lederer, Christian L. Müller37 citations
- Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks ↗David Balduzzi, Hastagiri P. Vanchinathan, Joachim M. Buhmann37 citations
- Learning User-Specific Latent Influence and Susceptibility from Information Cascades ↗Yongqing Wang, Huawei Shen, Shenghua Liu et al.37 citations
- SAT Modulo Monotonic Theories ↗Sam Bayless, Noah Bayless, Holger H. Hoos et al.37 citations
- Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes ↗Patrick Koopmann, Renate A. Schmidt37 citations
- On the Convergence of Iterative Voting: How Restrictive Should Restricted Dynamics Be? ↗Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov et al.36 citations
- Providing Arguments in Discussions Based on the Prediction of Human Argumentative Behavior ↗Ariel Rosenfeld, Sarit Kraus36 citations
- Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC ↗Dongjin Song, DAVID A. MEYER36 citations
- Submodular Surrogates for Value of Information ↗Yuxin Chen, Shervin Javdani, Amin Karbasi et al.36 citations
- A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks ↗Dongxiao He, Dayou Liu, Di Jin et al.35 citations
- Efficient Top-k Shortest-Path Distance Queries on Large Networks by Pruned Landmark Labeling ↗Takuya Akiba, Takanori Hayashi, Nozomi Nori et al.35 citations
- Extending Analogical Generalization with Near-Misses ↗Matthew D. McLure, Scott Friedman, Kenneth D. Forbus35 citations
- Online Boosting Algorithms for Anytime Transfer and Multitask Learning ↗Boyu Wang, Joëlle Pineau35 citations
- Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs ↗Fei Mi, Dit‐Yan Yeung34 citations
- The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits ↗Travis Mandel, Yun-En Liu, Emma Brunskill et al.34 citations
- A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis ↗Zitao Liu, Miloš Hauskrecht33 citations
- Learning Robust Locality Preserving Projection via p-Order Minimization ↗Hua Wang, Feiping Nie, Heng Huang33 citations
- Visualization Techniques for Topic Model Checking ↗Jaimie Murdock, Colin Allen33 citations
- A Unifying Hierarchy of Valuations with Complements and Substitutes ↗Uriel Feige, Michal Feldman, Nicole Immorlica et al.32 citations
- Analysis of Equilibria in Iterative Voting Schemes ↗Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev et al.32 citations
- Cupid: Commitments in Relational Algebra ↗Amit K. Chopra, Munindar P. Singh32 citations
- Extracting Adverse Drug Reactions from Social Media ↗Andrew Yates, Nazli Goharian, Ophir Frieder32 citations
- Learning Relational Sum-Product Networks ↗Aniruddh Nath, Pedro Domingos32 citations
- Multi-Agent Pathfinding as a Combinatorial Auction ↗Ofra Amir, Guni Sharon, Roni Stern32 citations
- R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection ↗Sarah Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar et al.32 citations
- Tractable Interval Temporal Propositional and Description Logics ↗Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov et al.32 citations
- A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences ↗Etsushi Fujita, Julien Lesca, Akihisa Sonoda et al.31 citations
- Acquiring Speech Transcriptions Using Mismatched Crowdsourcing ↗Preethi Jyothi, Mark Hasegawa‐Johnson31 citations
- Blended Planning and Acting: Preliminary Approach, Research Challenges ↗Dana S. Nau, Malik Ghallab, Paolo Traverso31 citations
- Incremental Weight Elicitation for Multiobjective State Space Search ↗Nawal Benabbou, Patrice Perny31 citations
- Learning Predictable and Discriminative Attributes for Visual Recognition ↗Yuchen Guo, Guiguang Ding, Xiaoming Jin et al.31 citations
- Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation ↗Matteo Pirotta, Simone Parisi, Marcello Restelli31 citations
- On the Diagnosis of Cyber-Physical Production Systems ↗Oliver Niggemann, Volker Lohweg31 citations
- Optimal Personalized Filtering Against Spear-Phishing Attacks ↗Áron Lászka, Yevgeniy Vorobeychik, Xenofon Koutsoukos31 citations
- Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery ↗Stefano Ermon, Ronan Joseph Le Bras, Santosh K. Suram et al.31 citations
- Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser ↗Devendra Singh Chaplot, Pushpak Bhattacharyya, Ashwin Paranjape31 citations
- Value-Directed Compression of Large-Scale Assignment Problems ↗Tyler Lu, Craig E. Boutilier31 citations
- Word Segmentation for Chinese Novels ↗Likun Qiu, Yue Zhang31 citations
- Abstraction for Solving Large Incomplete-Information Games ↗Tüomas Sandholm30 citations
- Automatic Assessment of OCR Quality in Historical Documents ↗Anshul Gupta, Ricardo Gutiérrez‐Osuna, Matthew Christy et al.30 citations
- Crowdsourcing Complex Workflows under Budget Constraints ↗Long Tran-Thanh, Trung Dong Huynh, Avi Rosenfeld et al.30 citations
- Day-Ahead Hail Prediction Integrating Machine Learning with Storm-Scale Numerical Weather Models ↗David John Gagne, Amy McGovern, Jerald Jerald et al.30 citations
- Kernelized Online Imbalanced Learning with Fixed Budgets ↗Junjie Hu, Haiqin Yang, Irwin King et al.30 citations
- Risk Based Optimization for Improving Emergency Medical Systems ↗Sandhya Saisubramanian, Pradeep Reddy Varakantham, Hoong Chuin Lau30 citations
- Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization ↗Danny Múnera, Daniel Díaz, Salvador Pinto Abreu et al.30 citations
- Strategy-Proof and Efficient Kidney Exchange Using a Credit Mechanism ↗Chen Hajaj, John P. Dickerson, Avinatan Hassidim et al.30 citations
- AIBIRDS: The Angry Birds Artificial Intelligence Competition ↗Jochen Renz29 citations
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