Presentations and Authors


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Track:
 

Main Track — Agent and Multiagent Systems

Tradeoffs between Incentive Mechanisms in Boolean Games PDF
Vadim Levit, Zohar Komarovsky, Tal Grinshpoun, Amnon Meisels
Environment-Driven Social Force Model: Lévy Walk Pattern in Collective Behavior PDF
Danyan Lv, Zhaofeng Li, Yichuan Jiang
Quantifying Robustness of Trust Systems against Collusive Unfair Rating Attacks Using Information Theory PDF
Dongxia Wang, Tim Muller, Jie Zhang, Yang Liu
Optimal Pricing for the Competitive and Evolutionary Cloud Market PDF
Bolei Xu, Tao Qin, Guoping Qiu, Tie-Yan Liu

Main Track — Artificial Intelligence and Social Sciences

Semi-Universal Portfolios with Transaction Costs PDF
Dingjiang Huang, Yan Zhu, Bin Li, Shuigeng Zhou, Steven C.H. Hoi
Context-Independent Claim Detection for Argument Mining PDF
Marco Lippi, Paolo Torroni

Main Track — Auctions and Market-Based Systems

Mechanism Design and Implementation for Lung Exchange PDF
Suiqian Luo, Pingzhong Tang
Selling Reserved Instances in Cloud Computing PDF
Changjun Wang, Weidong Ma, Tao Qin, Xujin Chen, Xiaodong Hu, Tie-Yan Liu

Main Track — Constraints, Satisfiability, and Search

Compiling Constraint Networks into Multivalued Decomposable Decision Graphs PDF
Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas
Filtering Nogoods Lazily in Dynamic Symmetry Breaking During Search PDF
Jimmy H. M. Lee, Zichen Zhu
Multi-Pass High-Level Presolving PDF
Kevin Leo, Guido Tack
Decomposition of the Factor Encoding for CSPs PDF
Chavalit Likitvivatanavong, Wei Xia, Roland H. C. Yap

Main Track — Game Theory

Optimal Network Security Hardening Using Attack Graph Games PDF
Karel Durkota, Viliam Lisý, Branislav Bošanský, Christopher Kiekintveld
Structural Tractability of Shapley and Banzhaf Values in Allocation Games PDF
Gianluigi Greco, Francesco Lupia, Francesco Scarcello
Impartial Peer Review PDF
David Kurokawa, Omer Lev, Jamie Morgenstern, Ariel D. Procaccia
Truthful Cake Cutting Mechanisms with Externalities: Do Not Make Them Care for Others Too Much! PDF
Minming Li, Jialin Zhang, Qiang Zhang
Equilibrium Analysis of Multi-Defender Security Games PDF
Jian Lou, Yevgeniy Vorobeychik

Main Track — Graphical Models

A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality PDF
Yinqing Xu, Bei Shi, Wentao Tian, Wai Lam

Main Track — Heuristic Search

Efficient Search with an Ensemble of Heuristics PDF
Mike Phillips, Venkatraman Narayanan, Sandip Aine, Maxim Likhachev

Main Track — Knowledge Representation, Reasoning, and Logic

Finite Abstractions for the Verification of Epistemic Properties in Open Multi-Agent Systems PDF
Francesco Belardinelli, Davide Grossi, Alessio Lomuscio
A Common-Sense Conceptual Categorization System Integrating Heterogeneous Proxytypes and the Dual Process of Reasoning PDF
Antonio Lieto, Daniele Paolo Radicioni, Valentina Rho
A Simple Probabilistic Extension of Modal Mu-calculus PDF
Wanwei Liu, Lei Song, Ji Wang, Lijun Zhang
From Raw Sensor Data to Detailed Spatial Knowledge PDF
Peng Zhang, Jae Hee Lee, Jochen Renz

Main Track — Machine Learning

Using a Recursive Neural Network to Learn an Agent's Decision Model for Plan Recognition PDF
Francis Bisson, Hugo Larochelle, Froduald Kabanza
Joint Learning of Constituency and Dependency Grammars by Decomposed Cross-Lingual Induction PDF
Wenbin Jiang, Qun Liu, Thepchai Supnithi
Mobility Profiling for User Verification with Anonymized Location Data PDF
Miao Lin, Hong Cao, Vincent Zheng, Kevin Chen-Chuan Chang, Shonali Krishnaswamy
Cognitive Modelling for Predicting Examinee Performance PDF
Runze Wu, Qi Liu, Yuping Liu, Enhong Chen, Yu Su, Zhigang Chen, Guoping Hu
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model PDF
Rui Yan, Yiping Song, Cheng-Te Li, Ming Zhang, Xiaohua Hu

Main Track — Model Verification / Model Checking

Symbolic Model Checking for One-Resource RB+-ATL PDF
Natasha Alechina, Brian Logan, Hoang Nga Nguyen, Franco Raimondi
Verifying Emergent Properties of Swarms PDF
Panagiotis Kouvaros, Alessio Lomuscio

Main Track — Multidisciplinary Topics and Applications

The Right to Obscure: A Mechanism and Initial Evaluation PDF
Eric Hsin-Chun Huang, Jaron Lanier, Yoav Shoham
Combining Eye Movements and EEG to Enhance Emotion Recognition PDF
Yifei Lu, Wei-Long Zheng, Binbin Li, Bao-Liang Lu

Main Track — Multiagent Systems

Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties PDF
Cen Chen, Shih-Fen Cheng, Hoong Chuin Lau, Archan Misra

Main Track — Natural Language Processing

Joint Learning of Character and Word Embeddings PDF
Xinxiong Chen, Lei Xu, Zhiyuan Liu, Maosong Sun, Huanbo Luan
Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora PDF
Meiping Dong, Yang Liu, Huanbo Luan, Maosong Sun, Tatsuya Izuha, Dakun Zhang
Joint POS Tagging and Text Normalization for Informal Text PDF
Chen Li, Yang Liu
Reader-Aware Multi-Document Summarization via Sparse Coding PDF
Piji Li, Lidong Bing, Wai Lam, Hang Li, Yi Liao
Incorporating Domain and Sentiment Supervision in Representation Learning for Domain Adaptation PDF
Biao Liu, Minlie Huang, Jiashen Sun, Xuan Zhu
Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model PDF
Pengfei Liu, Xipeng Qiu, Xuanjing Huang
Automated Rule Selection for Aspect Extraction in Opinion Mining PDF
Qian Liu, Zhiqiang Gao, Bing Liu, Yuanlin Zhang
Modeling Mention, Context and Entity with Neural Networks for Entity Disambiguation PDF
Yaming Sun, Lei Lin, Duyu Tang, Nan Yang, Zhenzhou Ji, Xiaolong Wang
User Modeling with Neural Network for Review Rating Prediction PDF
Duyu Tang, Bing Qin, Ting Liu, Yuekui Yang
Syntax-Based Deep Matching of Short Texts PDF
Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu
Modeling Quantum Entanglements in Quantum Language Models PDF
Mengjiao Xie, Yuexian Hou, Peng Zhang, Jingfei Li, Wenjie Li, Dawei Song
Learning Term Embeddings for Hypernymy Identification PDF
Zheng Yu, Haixun Wang, Xuemin Lin, Min Wang
Representation Learning for Measuring Entity Relatedness with Rich Information PDF
Yu Zhao, Zhiyuan Liu, Maosong Sun

Main Track — Ontologies

Scalable Maintenance of Knowledge Discovery in an Ontology Stream PDF
Freddy Lecue

Main Track — Planning

On the Boundary of (Un)decidability: Decidable Model-Checking for a Fragment of Resource Agent Logic PDF
Natasha Alechina, Nils Bulling, Brian Logan, Hoang Nga Nguyen
Temporal Planning with Semantic Attachment of Non-Linear Monotonic Continuous Behaviours PDF
Josef Bajada, Maria Fox, Derek Long
Optimal Policy Generation for Partially Satisfiable Co-Safe LTL Specifications PDF
Bruno Lacerda, David Parker, Nick Hawes
Probabilistic Knowledge-Based Programs PDF
Jérôme Lang, Bruno Zanuttini
Metareasoning for Planning Under Uncertainty PDF
Christopher H. Lin, Andrey Kolobov, Ece Kamar, Eric Horvitz
Classical Planning with Simulators: Results on the Atari Video Games PDF
Nir Lipovetzky, Miquel Ramirez, Hector Geffner
Action2Activity: Recognizing Complex Activities from Sensor Data PDF
Ye Liu, Liqiang Nie, Lei Han, Luming Zhang, David S. Rosenblum
Sorting Sequential Portfolios in Automated Planning PDF
Sergio Núñez, Daniel Borrajo, Carlos Linares López

Main Track — Recommender Systems

Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations PDF
Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera
Modeling Users' Dynamic Preference for Personalized Recommendation PDF
Xin Liu
A Boosting Algorithm for Item Recommendation with Implicit Feedback PDF
Yong Liu, Peilin Zhao, Aixin Sun, Chunyan Miao
Exploring Implicit Hierarchical Structures for Recommender Systems PDF
Suhang Wang, Jiliang Tang, Yilin Wang, Huan Liu
Cross-Domain Collaborative Filtering with Review Text PDF
Xin Xin, Zhirun Liu, Chin-Yew Lin, Heyan Huang, Xiaochi Wei, Ping Guo

Main Track — Robotics and Vision

Weakly Supervised RBM for Semantic Segmentation PDF
Yong Li, Jing Liu, Yuhang Wang, Hanqing Lu, Songde Ma
Multi-Modality Tracker Aggregation: From Generative to Discriminative PDF
Xiaoqin Zhang, Wei Li, Mingyu Fan, Di Wang, Xiuzi Ye

Main Track — Satisfiability

A Modularity-Based Random SAT Instances Generator PDF
Jesús Giráldez-Cru, Jordi Levy
An Exact Inference Scheme for MinSAT PDF
Chu-Min Li, Felip Manyà

Main Track — Sequential Decision Making

Stick-Breaking Policy Learning in Dec-POMDPs PDF
Miao Liu, Christopher Amato, Xuejun Liao, Lawrence Carin, Jonathan P. How

Main Track — Social Choice Theory

Structure in Dichotomous Preferences PDF
Edith Elkind, Martin Lackner
Efficient, Private, and eps-Strategyproof Elicitation of Tournament Voting Rules PDF
David Timothy Lee

Main Track — Social Networks

How Robust Is the Wisdom of the Crowds? PDF
Noga Alon, Michal Feldman, Omer Lev, Moshe Tennenholtz
Personalized Ranking Metric Embedding for Next New POI Recommendation PDF
Shanshan Feng, Xutao Li, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan
Influence Maximization in Big Networks: An Incremental Algorithm for Streaming Subgraph Influence Spread Estimation PDF
Wei-Xue Lu, Peng Zhang, Chuan Zhou, Chunyi Liu, Li Gao
Maximizing the Coverage of Information Propagation in Social Networks PDF
Zhefeng Wang, Enhong Chen, Qi Liu, Yu Yang, Yong Ge, Biao Chang
Network Representation Learning with Rich Text Information PDF
Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Chang

Main Track — Vision and Perception

Modeling Inter- and Intra-Part Deformations for Object Structure Parsing PDF
Ling Cai, Rongrong Ji, Wei Liu, Gang Hua
Cross-View Projective Dictionary Learning for Person Re-Identification PDF
Sheng Li, Ming Shao, Yun Fu
Inferring Painting Style with Multi-Task Dictionary Learning PDF
Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe
Social Image Parsing by Cross-Modal Data Refinement PDF
Zhiwu Lu, Xin Gao, Songfang Huang, Liwei Wang, Ji-Rong Wen
Adaptive Sharing for Image Classification PDF
Li Shen, Gang Sun, Zhouchen Lin, Qingming Huang, Enhua Wu
Face Clustering in Videos with Proportion Prior PDF
Zhiqiang Tang, Yifan Zhang, Zechao Li, Hanqing Lu
Generalized Transitive Distance with Minimum Spanning Random Forest PDF
Zhiding Yu, Weiyang Liu, Wenbo Liu, Xi Peng, Zhuo Hui, B. V. K. Vijaya Kumar

Main Track — Web and Knowledge-Based Information Systems

Reasoning with Style PDF
Marti Bosch, Pierre Geneves, Nabil Layaida
Scalable Graph Hashing with Feature Transformation PDF
Qing-Yuan Jiang, Wu-Jun Li
Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction PDF
Xiao-Yuan Jing, Qian Liu, Fei Wu, Baowen Xu, Yangping Zhu, Songcan Chen
Online Learning to Rank for Content-Based Image Retrieval PDF
Ji Wan, Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Xingyu Gao, Dayong Wang, Yongdong Zhang, Jintao Li
Hamming Compatible Quantization for Hashing PDF
Zhe Wang, Ling-Yu Duan, Jie Lin, Xiaofang Wang, Tiejun Huang, Wen Gao

Main Track — Web Mining

Deep Learning for Event-Driven Stock Prediction PDF
Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan
Interactive Gender Inference with Integer Linear Programming PDF
Shoushan Li, Jingjing Wang, Guodong Zhou, Hanxiao Shi
Detecting Promotion Campaigns in Community Question Answering PDF
Xin Li, Yiqun Liu, Min Zhang, Shaoping Ma, Xuan Zhu, Jiashen Sun
VRCA: A Clustering Algorithm for Massive Amount of Texts PDF
Ming Liu, Lei Chen, Bingquan Liu, Xiaolong Wang
Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning PDF
Xuemeng Song, Liqiang Nie, Luming Zhang, Maofu Liu, Tat-Seng Chua
Unsupervised Sentiment Analysis for Social Media Images PDF
Yilin Wang, Suhang Wang, Jiliang Tang, Huan Liu, Baoxin Li
Re-Ranking Voting-Based Answers by Discarding User Behavior Biases PDF
Xiaochi Wei, Heyan Huang, Chin-Yew Lin, Xin Xin, Xianling Mao, Shangguang Wang
Exploiting k-Degree Locality to Improve Overlapping Community Detection PDF
Hongyi Zhang, Michael R. Lyu, Irwin King
Learning Geographical Hierarchy Features for Social Image Location Prediction PDF
Xiaoming Zhang, Xia Hu, Zhoujun Li
Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation PDF
Yongfeng Zhang, Yunzhi Tan, Min Zhang, Yiqun Liu, Tat-Seng Chua, Shaoping Ma

Artificial Intelligence and the Arts Track

Pseudo-Supervised Training Improves Unsupervised Melody Segmentation PDF
Stefan Lattner, Carlos Eduardo Cancino Chacón, Maarten Grachten
Aesthetic Visual Quality Evaluation of Chinese Handwritings PDF
Rongju Sun, Zhouhui Lian, Yingmin Tang, Jianguo Xiao

Computational Sustainability Track

Modeling Multi-Attribute Demand for Sustainable Cloud Computing with Copulae PDF
Maryam Ghasemi, Benjamin Lubin
Abstract Routing Models and Abstractions in the Context of Vehicle Routing PDF
René Schönfelder, Martin Leucker

Knowledge Representation Track

Dealing with Generic Contrariness in Structured Argumentation PDF
Pietro Baroni, Massimiliano Giacomin, Beishui Liao
Only Knowing Meets Common Knowledge PDF
Vaishak Belle, Gerhard Lakemeyer
ALLEGRO: Belief-Based Programming in Stochastic Dynamical Domains PDF
Vaishak Belle, Hector Levesque
Compatible-Based Conditioning in Interval-Based Possibilistic Logic PDF
Salem Benferhat, Amélie Levray, Karim Tabia, Vladik Kreinovich
Combining Existential Rules with the Power of CP-Theories PDF
Tommaso Di Noia, Thomas Lukasiewicz, Maria Vanina Martinez, Gerardo I. Simari, Oana Tifrea-Marciuska
An Extension-Based Approach to Belief Revision in Abstract Argumentation PDF
Martin Diller, Adrian Haret, Thomas Linsbichler, Stefan Rümmele, Stefan Woltran
A Logic for Reasoning about Justified Uncertain Beliefs PDF
Tuan-Fang Fan, Churn-Jung Liau
On the Progression of Knowledge and Belief for Nondeterministic Actions in the Situation Calculus PDF
Liangda Fang, Yongmei Liu, Ximing Wen
Group Decision Making via Weighted Propositional Logic: Complexity and Islands of Tractability PDF
Gianluigi Greco, Jerome Lang
Efficient Query Rewriting in the Description Logic EL and Beyond PDF
Peter Hansen, Carsten Lutz, İnanç Seylan, Frank Wolter
Schema.org as a Description Logic PDF
Andre Hernich, Carsten Lutz, Ana Ozaki, Frank Wolter
Efficient Paraconsistent Reasoning with Ontologies and Rules PDF
Tobias Kaminski, Matthias Knorr, João Leite
Query Rewriting for Existential Rules with Compiled Preorder PDF
Melanie Konig, Michel Leclere, Marie-Laure Mugnier
Automatic Verification of Partial Correctness of Golog Programs PDF
Naiqi Li, Yongmei Liu
Ontology-Mediated Queries with Closed Predicates PDF
Carsten Lutz, Inanc Seylan, Frank Wolter
Qualitative Reasoning about Directions in Semantic Spaces PDF
Steven Schockaert, Jae Hee Lee
Belief Revision and Progression of Knowledge Bases in the Epistemic Situation Calculus PDF
Christoph Schwering, Gerhard Lakemeyer, Maurice Pagnucco
Efficiently Characterizing Non-Redundant Constraints in Large Real World Qualitative Spatial Networks PDF
Michael Sioutis, Sanjiang Li, Jean-Francois Condotta
Efficiently Finding Conditional Instruments for Causal Inference PDF
Benito van der Zander, Johannes Textor, Maciej Liskiewicz
A Complete Epistemic Planner without the Epistemic Closed World Assumption PDF
Hai Wan, Rui Yang, Liangda Fang, Yongmei Liu, Huada Xu
Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond PDF
Haodi Zhang, Fangzhen Lin

Machine Learning Track

Maximum Entropy Semi-Supervised Inverse Reinforcement Learning PDF
Julien Audiffren, Michal Valko, Alessandro Lazaric, Mohammad Ghavamzadeh
Autonomous Cross-Domain Knowledge Transfer in Lifelong Policy Gradient Reinforcement Learning PDF
Haitham Bou Ammar, Eric Eaton, Jose Marcio Luna, Paul Ruvolo
Direct Policy Iteration with Demonstrations PDF
Jessica Chemali, Alessandro Lazaric
Training-Efficient Feature Map for Shift-Invariant Kernels PDF
Xixian Chen, Haiqin Yang, Irwin King, Michael R. Lyu
Mirror Representation for Modeling View-Specific Transform in Person Re-Identification PDF
Ying-Cong Chen, Wei-Shi Zheng, Jianhuang Lai
Efficient Generalized Conditional Gradient with Gradient Sliding for Composite Optimization PDF
Yiu-ming Cheung, Jian Lou
Optimal Bayesian Hashing for Efficient Face Recognition PDF
Qi Dai, Jianguo Li, Jun Wang, Yurong Chen, Yu-Gang Jiang
Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information PDF
Cheng Deng, Zongting Lv, Wei Liu, Junzhou Huang, Dacheng Tao, Xinbo Gao
Topic Modeling with Document Relative Similarities PDF
Jianguang Du, Jing Jiang, Dandan Song, Lejian Liao
Random Feature Mapping with Signed Circulant Matrix Projection PDF
Chang Feng, Qinghua Hu, Shizhong Liao
Bi-Parameter Space Partition for Cost-Sensitive SVM PDF
Bin Gu, Victor S. Sheng, Shuo Li
Scalable Gaussian Process Regression Using Deep Neural Networks PDF
Wenbing Huang, Deli Zhao, Fuchun Sun, Huaping Liu, Edward Chang
Symbol Acquisition for Probabilistic High-Level Planning PDF
George Konidaris, Leslie Kaelbling, Tomas Lozano-Perez
Data Sparseness in Linear SVM PDF
Xiang Li, Huaimin Wang, Bin Gu, Charles X. Ling
Multi-Label Classification with Feature-Aware Non-Linear Label Space Transformation PDF
Xin Li, Yuhong Guo
Multi-Task Model and Feature Joint Learning PDF
Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao
Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective PDF
Yitan Li, Linli Xu, Fei Tian, Liang Jiang, Xiaowei Zhong, Enhong Chen
Mixed Error Coding for Face Recognition with Mixed Occlusions PDF
Ronghua Liang, Xiao-Xin Li
Density Corrected Sparse Recovery when R.I.P. Condition Is Broken PDF
Ming Lin, Zhengzhong Lan, Alexander G. Hauptmann
Regularizing Flat Latent Variables with Hierarchical Structures PDF
Rongcheng Lin, Huayu Li, Xiaojun Quan, Richang Hong, Zhiang Wu, Yong Ge
Robust Kernel Dictionary Learning Using a Whole Sequence Convergent Algorithm PDF
Huaping Liu, Jie Qin, Hong Cheng, Fuchun Sun
Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences PDF
Dixin Luo, Hongteng Xu, Yi Zhen, Xia Ning, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang
Between Imitation and Intention Learning PDF
James MacGlashan, Michael L. Littman
Image Feature Learning for Cold Start Problem in Display Advertising PDF
Kaixiang Mo, Bo Liu, Lei Xiao, Yong Li, Jie Jiang
Inverse Reinforcement Learning in Relational Domains PDF
Thibaut Munzer, Bilal Piot, Matthieu Geist, Olivier Pietquin, Manuel Lopes
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing PDF
Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen
Deep Linear Coding for Fast Graph Clustering PDF
Ming Shao, Sheng Li, Zhengming Ding, Yun Fu
Semi-Orthogonal Multilinear PCA with Relaxed Start PDF
Qiquan Shi, Haiping Lu
Sketch the Storyline with CHARCOAL: A Non-Parametric Approach PDF
Siliang Tang, Fei Wu, Si Li, Weiming Lu, Zhongfei Zhang, Yueting Zhuang
Feature Selection from Microarray Data via an Ordered Search with Projected Margin PDF
Saulo Moraes Villela, Saul de Castro Leite, Raul Fonseca Neto
Discriminative Unsupervised Dimensionality Reduction PDF
Xiaoqian Wang, Yun Liu, Feiping Nie, Heng Huang
A Joint Optimization Framework of Sparse Coding and Discriminative Clustering PDF
Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Jinyan Li, Simon Fong, Thomas S Huang
Thompson Sampling for Budgeted Multi-Armed Bandits PDF
Yingce Xia, Haifang Li, Tao Qin, Nenghai Yu, Tie-Yan Liu
Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison PDF
Jingwei Xu, Yuan Yao, Hanghang Tong, Xianping Tao, Jian Lu
Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition PDF
Jianbo Yang, Minh Nhut Nguyen, Phyo Phyo San, Xiao Li Li, Shonali Krishnaswamy
Matrix Factorization with Scale-Invariant Parameters PDF
Guangxiang Zeng, Hengshu Zhu, Qi Liu, Ping Luo, Enhong Chen, Tong Zhang
A Direct Boosting Approach for Semi-supervised Classification PDF
Shaodan Zhai, Tian Xia, Zhongliang Li, Shaojun Wang
Towards Class-Imbalance Aware Multi-Label Learning PDF
Min-Ling Zhang, Yu-Kun Li, Xu-Ying Liu
Multi-Task Multi-View Clustering for Non-Negative Data PDF
Xianchao Zhang, Xiaotong Zhang, Han Liu
Self-Adaptive Hierarchical Sentence Model PDF
Han Zhao, Zhengdong Lu, Pascal Poupart
Supervised Representation Learning: Transfer Learning with Deep Autoencoders PDF
Fuzhen Zhuang, Xiaohu Cheng, Ping Luo, Sinno Jialin Pan, Qing He

Demos Track

Modelling High-Dimensional Sequences with LSTM-RTRBM: Application to Polyphonic Music Generation PDF
Qi Lyu, Zhiyong Wu, Jun Zhu, Helen Meng

Journal Track

Data Complexity of Query Answering in Description Logics (Extended Abstract) PDF
Diego Calvanese, Giuseppe De Giacomo, Domenico Lembo, Maurizio Lenzerini, Riccardo Rosati
Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying (Extended Abstract) PDF
Karthik Dinakar, Rosalind Picard, Henry Lieberman
Measuring and Recommending Time-Sensitive Routes from Location-based Data PDF
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
Algorithm Runtime Prediction: Methods and Evaluation (Extended Abstract) PDF
Frank Hutter, Lin Xu, Holger Hoos, Kevin Leyton-Brown
Inapproximability of Treewidth and Related Problems (Extended Abstract) PDF
Yu Wu, Per Austrin, Toniann Pitassi, David Liu
Using Social Media to Enhance Emergency Situation Awareness: Extended Abstract PDF
Jie Yin, Sarvnaz Karimi, Andrew Lampert, Mark Cameron, Bella Robinson, Robert Power

Best Papers from Sister Conferences Track

How to Define Certain Answers PDF
Leonid Libkin
Reasoning with Probabilistic Ontologies PDF
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, Riccardo Zese

Doctoral Consortium

Graph Construction for Semi-Supervised Learning PDF
Lilian Berton, Alneu de Andrade Lopes
Bipartite Graph for Topic Extraction PDF
Thiago de Paulo Faleiros, Alneu de Andrade Lopes
Abstract Argumentation Frameworks — From Theoretical Insights to Practical Implications PDF
Thomas Linsbichler
Feature Selection for Multi-Label Learning PDF
Newton Spolaôr, Maria Carolina Monard, Huei Diana Lee