×

119 Accepted Short Papers

Title
Authors
QoS-Aware Scheduling of Heterogeneous Servers for Inference in Deep Neural Networks
Zhou Fang (University of California San Diego); Tong Yu (Carnegie Mellon University); Ole J Mengshoel (Carnegie Mellon University); Rajesh K Gupta (University of California San Diego)
Collecting Non-Geotagged Local Tweets via Bandit Algorithms
Saki Ueda (University of Tsukuba); Yuto Yamaguchi (Indeed); Hiroyuki Kitagawa (University of Tsukuba)
Text Coherence Analysis Based on Deep Neural Network
Baiyun Cui (Zhejiang University); Yingming Li (Zhejiang University); Yaqing Zhang (Zhejiang University); Zhongfei Zhang (Zhejiang University)
JointSem: Combining Query Entity Linking and Entity based Document Ranking
Chenyan Xiong (Carnegie Mellon University); Zhengzhong Liu (Carnegie Mellon University); Jamie Callan (Carnegie Mellon University); Eduard Hovy (Carnegie Mellon University)
Learning to Rank with Query-level Semi-supervised Autoencoders
Bo Xu (Dalian University of Technology); Hongfei Lin (Dalian University of Technology); Yuan Lin (Dalian University of Technology); Kan Xu (Dalian University of Technology)
Detecting Social Bots by Jointly Modeling Deep Behavior and Content Information
Chiyu Cai (Institute of Automation, Chinese Academy of Sciences); Linjing Li (Institute of Automation, Chinese Academy of Sciences); Daniel Dajun Zeng (Institute of Automation, Chinese Academy of Sciences & University of Arizona)
Learning Biological Sequence Types Using the Literature
Mohamed Reda Bouadjenek (The University of Melbourne); Karin Verspoor (The University of Melbourne); Justin Zobel (The University of Melbourne)
Personalized Image Aesthetics Assessment
Xiang Deng (Shandong University); Chaoran Cui (Shandong University of Finance and Economics); Huidi Fang (Shandong University); Xiushan Nie (Shandong University of Finance and Economics); Yilong Yin (Shandong University)
Online Expectation-Maximization for Click Models
Ilya Markov (University of Amsterdam); Alexey Borisov (Yandex & University of Amsterdam); Maarten de Rijke (University of Amsterdam)
Boolean matrix decomposition by formal concept sampling
Petr Osicka (Palacký University Olomouc); Martin Trnecka (Palacký University Olomouc)
Unsupervised Feature Selection with Heterogeneous Side Information
Xiaokai Wei (University of Illinois at Chicago); Bokai Cao (University of Illinois at Chicago); Philip S. Yu (University of Illinois at Chicago)
SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories
Di Yao (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Chao Zhang (University of Illinois at Urbana-Champaign); Jianhui Huang (Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jingping Bi (Chinese Academy of Sciences & University of Chinese Academy of Sciences)
Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation
Chia-An Yu (Research Center for IT Innovation, Academia Sinica); Tak-Shing Chan (Research Center for IT Innovation, Academia Sinica); Yi-Hsuan Yang (Research Center for IT Innovation, Academia Sinica)
Predicting Short Term Public Transport Demand via Inhomogeneous Poisson Processes
Aditya Krishna Menon (Data61/CSIRO & Australian National University); Young Lee (Data61/CSIRO & Australian National University)
Ranking Rich Mobile Verticals based on Clicks and Abandonment
Mami Kawasaki (Waseda University); Inho Kang (Naver Corporation); Tetsuya Sakai (Waseda University)
Learning Graph-based Embedding For Time-Aware Product Recommendation
Yuqi Li (Peking University); Weizheng Chen (Peking University); Hongfei Yan (Peking University); Xiaoming Li (Peking University)
Interest Diffusion in Heterogeneous Information Network for Personalized Item Ranking
Mukul Gupta (Indian Institute of Management); Pradeep Kumar (Indian Institute of Management); Rajhans Mishra (Indian Institute of Management)
An Euclidean Distance based on the Weighted Self-information Related Data Transformation for Nominal Data Clustering
Lei Gu (Nanjing University of Posts and Telecommunications); Liying Zhang (China University of Petroleum - Beijing); Yang Zhao (Nanjing Forestry University)
Cluster-level Emotion Pattern Matching for Cross-Domain Social Emotion Classification
Endong Zhu (Sun Yat-sen University); Yanghui Rao (Sun Yat-sen University); Haoran Xie (Education University of Hong Kong); Yuwei Liu (Sun Yat-sen University); Jian Yin (Sun Yat-sen University); Fu Lee Wang (Caritas Institute of Higher Education)
Knowledge-based Question Answering by Jointly Generating, Copying and Paraphrasing
Shuguang Zhu (Beijing University of Posts and Temecommunications); Xiang Cheng (Beijing University of Posts and Temecommunications); Sen Su (Beijing University of Posts and Temecommunications); Shuang Lang (Beijing University of Posts and Temecommunications)
When Labels Fall Short: Property Graph Simulation via Blending of Network Structure and Vertex Attributes
Arun V Sathanur (Pacific Northwest National Laboratory); Sutanay Choudhury (Pacific Northwest National Laboratory); Cliff Joslyn (Pacific Northwest National Laboratory); Sumit Purohit (Pacific Northwest National Laboratory)
Text Embedding for Sub-Entity Ranking from User Reviews
Chih-Yu Chao (University of Taipei); Yi-Fan Chu (University of Taipei); Hsiu-Wei Yang (Academia Sinica); Chuan-Ju Wang (Academia Sinica); Ming-Feng Tsai (National Chengchi University)
RATE: Overcoming the Noise and Sparsity of Textual Features in Real-Time Location Estimation
Yu Zhang (Peking University); Wei Wei (Carnegie Mellon University); Binxuan Huang (Carnegie Mellon University); Kathleen M. Carley (Carnegie Mellon University); Yan Zhang (Peking University)
How safe is your (taxi) driver?
Rade Stanojevic (Qatar Computing Research Institute & Hamad Bin Khalifa University)
Truth Discovery by Claim and Source Embedding
Shanshan Lyu (Institute of Computing Technology, Chinese Academy of Sciences); Wentao Ouyang (Institute of Computing Technology, Chinese Academy of Sciences); Huawei Shen (Institute of Computing Technology, Chinese Academy of Sciences); Xueqi Cheng (Institute of Computing Technology, Chinese Academy of Sciences)
Compact Multiple-Instance Learning
Jing Chai (University of Technology Sydney & Taiyuan University of Technology); Weiwei Liu (University of New South Wales); Ivor W Tsang (University of Technology Sydney); Xiaobo Shen (Nanyang Technological University)
Exploiting User Consuming Behavior for Effective Item Tagging
Shen Liu (Tsinghua University); Hongyan Liu (Tsinghua University)
An Ad CTR Prediction Method Based on Feature Learning of Deep and Shallow Layers
Zai Huang (University of Science and Technology of China); Zhen Pan (University of Science and Technology of China); Qi Liu (University of Science and Technology of China); Bai Long (University of Science and Technology of China); Haiping Ma (IFLYTEK Co.,Ltd.); Ming He (University of Science and Technology of China); Enhong Chen (University of Science and Technology of China)
SEQ: Example-based Query for Spatial Objects
Siqiang Luo (University of Hong Kong); Jiafeng Hu (University of Hong Kong); Reynold Cheng (University of Hong Kong); Jing Yan (University of Hong Kong); Ben Kao (University of Hong Kong)
Citation metadata extraction via deep neural network-based segment sequence labeling
Dong An (Peking University); Liangcai Gao (Peking University); Zhuoren Jiang (Sun Yat-sen University); Runtao Liu (Peking University); Yue Yin (Beijing Normal University); Zhi Tang (Peking University)
Semantic Annotation for Places in LBSN Using Graph Embedding
Yan Wang (Central University of Finance and Economics); Zongxu Qin (Central University of Finance and Economics); Jun Pang (University of Luxembourg); Yang Zhang (Saarland University ); Jin Xin (Central University of Finance and Economics)
Bayesian Heteroscedastic Matrix Factorization for Converation Rate Prediction
Hongxia Yang (Alibaba Group); Akihiko Nishimura (Duke University); Quan Lu (Yahoo! Inc); Jie Tang (Tsinghua University)
TICC: Transparent Inter-Column Compression for Column-Oriented Database Systems
Hao Liu (Hong Kong University of Science and Technology); Yudian Ji (Hong Kong University of Science and Technology); Jiang Xiao (Huazhong University of Science and Technology); Haoyu Tan (Hong Kong University of Science and Technology); Qiong Luo (Hong Kong University of Science and Technology); Lionel M. Ni (University of Macau)
Non-Exhaustive, Overlapping Co-Clustering
Joyce Jiyoung Whang (Sungkyunkwan University); Inderjit S. Dhillon (University of Texas at Austin)
Collaborative Sequence Model: Manifold Regularized Recurrent Neural Network for Sequential Recommendation
Shuzi Niu (Institute of Software, Chinese Academy of Sciences); Rongzhi Zhang (University of Chinese Academy of Sciences); Guoping Long (Institute of Software, Chinese Academy of Sciences); Yucheng Li (Institute of Software, Chinese Academy of Sciences)
Integrating the Framing of Clinical Questions via PICO into the Retrieval of Medical Literature for Systematic Reviews
Harrisen Scells (Queensland University of Technology); Guido Zuccon (Queensland University of Technology); Bevan Koopman (CSIRO); Anthony Deacon (Queensland University of Technology); Leif Azzopardi (Strathclyde University); Shlomo Geva (Queensland University of Technology)
Attentive Graph-based Recursive Neural Network for Collective Vertex Classification
Qiongkai Xu (Australian National University and Data61); Qing Wang (Australian National University); Chenchen Xu (Australian National University and Data61); Lizhen Qu (Australian National University and Data61)
SIMD-Based Multiple Sets Intersection with Dual-Scale Search Algorithm
Xingshen Song (National University of Defense Technology); Yuexiang Yang (National University of Defense Technology); Xiaoyong Li (National University of Defense Technology)
A Neural Collaborative Filtering Model with Interaction-based Neighborhood
Ting Bai (Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods); Ji-Rong Wen (Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods); Jun Zhang (Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods); Wayne Xin Zhao (Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods)
Deep Multi-Similarity Hashing For Multi-label Image Retrieval
Tong Li (Beijing University of Posts and Telecommunications); Sheng Gao (Beijing University of Posts and Telecommunications); Si Li (Beijing University of Posts and Telecommunications); Yajing Xu (Beijing University of Posts and Telecommunications); Guang Chen (Beijing University of Posts and Telecommunications); Ruifang Liu (Beijing University of Posts and Telecommunications); Weiran Xu (Beijing University of Posts and Telecommunications)
An Improved Test Collection and Baselines for Bibliographic Citation Recommendation
Dwaipayan Roy (Indian Statistical Institute); Mandar Mitra (Indian Statistical Institute)
On Discovering the Number of Document Topics via Conceptual Latent Space
Nghia Duong-Trung (University of Hildesheim); Lars Schmidt-Thieme (University of Hildesheim)
PMS: an Effective Approximation Approach for Distributed Large-scale Graph Data Processing and Mining
Yingjie Cao (BeiHang University); Yangyang Zhang (BeiHang University); Jianxin Li (BeiHang University)
Chinese Named Entity Recognition with Character-Word Mixed Embeddings
Shijia E (Tongji University); Yang Xiang (Tongji University)
A Compare-Aggregate Model with Dynamic-Clip Attention for Answer Selection
Weijie Bian (Beijing University of Posts and Telecommunications); Si Li (Beijing University of Posts and Telecommunications); Zhao Yang (Beijing University of Posts and Telecommunications); Guang Chen (Beijing University of Posts and Telecommunications); Weiran Xu (Beijing University of Posts and Telecommunications); Ruifang Liu (Beijing University of Posts and Telecommunications); Sheng Gao (Beijing University of Posts and Telecommunications); Zhiqing Lin (Beijing University of Posts and Telecommunications)
J-REED: Joint Relation Extraction and Entity Disambiguation
Dat Ba Nguyen (Max-Planck Institute for Informatics); Martin Theobald (University of Luxembourg); Gerhard Weikum (Max-Planck Institute for Informatics)
Fast K-means for Large Scale Clustering
Qinghao Hu (Institute of Automation, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jiaxiang Wu (Institute of Automation, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Lu Bai (Central University of Finance and Economics); Yifan Zhang (Institute of Automation, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Jian Cheng (Institute of Automation, Chinese Academy of Sciences & University of Chinese Academy of Sciences)
Common-Specific Multimodal Learning for Deep Belief Network
Changsheng Xiang (Tsinghua University); Xiaoming Jin (Tsinghua University); Lan Yi (Cisco Systems (China) Research and Development Co., Ltd.); Chengli Wu (China National Software & Service Co., Ltd.)
Computing betweenness centrality in B-hypergraphs
Kwang Hee Lee (Korea Advanced Institute of Science and Technology); Myoung Ho Kim (Korea Advanced Institute of Science and Technology)
Missing Value Learning
Zhi-Lin Zhao (Sun Yat-sen University); Chang-Dong Wang (Sun Yat-sen University); Kun-Yu Lin (Sun Yat-sen University); Jian-Huang Lai (Sun Yat-sen University)
Learning Entity Type Embeddings for Knowledge Graph Completion
Changsung Moon (North Carolina State University); Paul Jones (North Carolina State University); Nagiza F. Samatova (North Carolina State University & Oak Ridge National Laboratory)
Robust Heterogeneous Discriminative Analysis for Single Sample Per Person Face Recognition
Meng Pang (Hong Kong Baptist University); Yiu-ming Cheung (Hong Kong Baptist University); Binghui Wang (Iowa State University); Risheng Liu (Dalian University of Technology)
Source Retrieval for Web-Scale Text Reuse Detection
Matthias Hagen (Bauhaus-Universität Weimar); Martin Potthast (Bauhaus-Universität Weimar); Payam Adineh (Bauhaus-Universität Weimar); Ehsan Fatehifar (Bauhaus-Universität Weimar); Benno Stein (Bauhaus-Universität Weimar)
Task Embeddings: Learning Æ’ery Embeddings using Task Context
Rishabh Mehrotra (University College London); Emine Yilmaz (University College London & Alan Turing Institute)
Local Ensemble across Multiple Sources for Collaborative Filtering
Jing Zheng (Beijing University of Posts and Telecommunications); Fuzhen Zhuang (Institute of Computing Technology, CAS); Chuan Shi (Beijing University of Posts and Telecommunications)
Alternating Pointwise-Pairwise Learning for Personalized Item Ranking
Yu Lei (Hong Kong Polytechnic University); Wenjie Li (Hong Kong Polytechnic University); Ziyu Lu (Hong Kong Polytechnic University); Miao Zhao (Hong Kong Polytechnic University)
Smart City Analytics: Ensemble-Learned Prediction of Citizen Home Care
Casper Hansen (University of Copenhagen); Christian Hansen (University of Copenhagen); Stephen Alstrup (University of Copenhagen); Christina Lioma (University of Copenhagen)
Automatic Catchphrase Identification from Legal Court Case Documents
Arpan Mandal (IIEST Shibpur); Kripabandhu Ghosh (IIT Kanpur); Arindam Pal (TCS Research); Saptarshi Ghosh (IIT Kharagpur & IIEST Shibpur)
Combining Local and Global Word Embeddings for Microblog Stemming
Anurag Roy (IIEST Shibpur, India); Trishnendu Ghorai (IIEST Shibpur, India); Kripabandhu Ghosh (IIT Kanpur, India); Saptarshi Ghosh (IIT Kharagpur & IIEST Shibpur, India)
Language Modeling by Clustering with Word Embeddings for Text Readability Assessment
Miriam Cha (Harvard University); Youngjune Gwon (Harvard University); H. T. Kung (Harvard University)
A Robust Named-Entity Recognition System Using Syllable Bigram Embedding with Eojeol Prefix Information
Sunjae Kwon (Ulsan National Institute of Science and Technology); Youngjoong Ko (Dong-A University); Jungyun Seo (Sogang University)
Paraphrastic Fusion for Abstractive Multi-Sentence Compression Generation
Mir Tafseer Nayeem (University of Lethbridge); Yllias Chali (University of Lethbridge)
A Collaborative Ranking Model for Cross-Domain Recommendations
Dimitrios Rafailidis (University of Mons); Fabio Crestani (Universit`a della Svizzera italiana (USI))
Visualizing Deep Neural Network with Interactions of Super-pixels
Shixin Tian (Iowa State University); Ying Cai (Iowa State University); Morris Chang (University of South Florida)
A Study of Feature Construction for Text-based Forecasting of Time Series Variables
Yiren Wang (University of Illinois at Urbana-Champaign); Dominic Seyler (University of Illinois at Urbana-Champaign); Shubhra Kanti Karmaker Santu (University of Illinois at Urbana-Champaign); ChengXiang Zhai (University of Illinois at Urbana-Champaign)
Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection
Zhao Meng (Peking University); Lili Mou (University of Waterloo); Zhi Jin (Peking University)
Summarizing Significant Changes in Network Traffic Using Contrast Pattern Mining
Elaheh Alipour Chavary (University of Melbourne); Sarah M. Erfani (University of Melbourne); Christopher Leckie (University of Melbourne)
A Communication Efficient Parallel DBSCAN Algorithm based on Parameter Server
Xu Hu (Alibaba Group); Jun Huang (Alibaba Group); Minghui Qiu (Alibaba Group); Cen Chen (Ant Financial Services Group); Wei Chu (Alibaba Group)
Ontology-based Graph Visualization for Summarized View
Xin Huang (Hong Kong Baptist University); Byron Choi (Hong Kong Baptist University); Jianliang Xu (Hong Kong Baptist University); William Kwok-Wai Cheung (Hong Kong Baptist University); Yanchun Zhang (Victoria University & Fudan University); Jiming Liu (Hong Kong Baptist University)
Unsupervised Matrix-valued Kernel Learning for One Class Classification
Shaobo Dang (University of New South Wales); Xiongcai Cai (University of New South Wales & Techcul Research); Yang Wang (CSIRO); Jianjia Zhang (CSIRO); Fang Chen (CSIRO)
A Framework for Estimating Execution Times of IO Traces on SSDs
Yoonsuk Kang (Hanyang University); Yong-Yeon Jo (Hanyang University); Jaehyuk Cha (Hanyang University); Wan D. Bae (Hanyang University); Sang-Wook Kim (Hanyang University)
A Temporal Attentional Model for Rumor Stance Classification
Amir Pouran Ben Veyseh (University of Oregon); Javid Ebrahimi (University of Oregon); Dejing Dou (University of Oregon); Daniel Lowd (University of Oregon)
A Novel Approach for Efficient Computation of Community aware Ridesharing Groups
Samiul Anwar (Bangladesh University of Engineering and Technology (BUET)); Shuha Nabila (Bangladesh University of Engineering and Technology (BUET)); Tanzima Hashem (Bangladesh University of Engineering and Technology (BUET))
Tracking the Impact of Fact Deletions on Knowledge Graph Queries using Provenance Polynomials
Garima Gaur (Indian Institute of Technology); Srikanta J Bedathur (IBM Research); Arnab Bhattacharya (Indian Institute of Technology)
Knowledge Graph Embedding with Triple Context
Jun Shi (Southeast University); Huan Gao (Southeast University); Guilin Qi (Southeast University); Zhangquan Zhou (Southeast University)
Machine Learning based Performance Modeling of Flash SSDs
Jaehyung Kim (Yonsei University); Jinuk Park (Yonsei University); Sanghyun Park (Yonsei University)
pm-SCAN: an I/O Efficient Structural Clustering Algorithm for Large-scale Graphs
Jung Hyuk Seo (Korea Advanced Institute of Science and Technology); Myoung Ho Kim (Korea Advanced Institute of Science and Technology)
Improving the Gain of Visual Perceptual Behaviour on Topic Modeling for Text Recommendation
Cheng Wang (Tongji University); Yujuan Fang (Tongji University); Zheng Tan (Tongji University); Yuan He (Tongji University)
KIEM: A Knowledge Graph based Method to Identify Entity Morphs
Longtao Huang (Institute of Information Engineering, Chinese Academy of Sciences); Lin Zhao (Institute of Information Engineering, Chinese Academy of Sciences); Shangwen Lv (Institute of Information Engineering, Chinese Academy of Sciences); Fangzhou Lu (Institute of Information Engineering, Chinese Academy of Sciences); Yue Zhai (Beijing Information Science and Technology University); Songlin Hu (Institute of Information Engineering, Chinese Academy of Sciences)
Graph Ladder Networks for Network Classification
Ruiqi Hu (University of Technology Sydney); Yu Zheng (Northwest A&F University); Jing Jiang (University of Technology Sydney); Guodong Long (University of Technology Sydney); Xiaoyan Cai (Northwestern Polytechnical University); Shirui Pan (University of Technology Sydney)
Modeling Opinion Influence with User Dual Identity
Chengyao Chen (Hong Kong Polytechnic University); Zhitao Wang (Hong Kong Polytechnic University); Wenjie Li (Hong Kong Polytechnic University)
Identifying Top-K Influential Nodes in Networks
Sara Mumtaz (University of New South Wales); Xiaoyang Wang (Zhejiang Gongshang University)
Hybrid MemNet for Extractive Summarization
Abhishek Kumar Singh (International Institute of Information Technology, Hyderabad); Manish Gupta (International Institute of Information Technology, Hyderabad & Microsoft); Vasudeva Varma (International Institute of Information Technology, Hyderabad)
Collaborative Topic Regression with Denoising AutoEncoder for Content and Community Co-Representation
Trong T. Nguyen (Singapore Management University); Hady W. Lauw (Singapore Management University)
Learning Temporal Ambiguity in Web Search Queries
Behrooz Mansouri (University of Tehran); Mohammad Sadegh Zahedi (University of Tehran); Maseud Rahgozar (University of Tehran); Farhad Oroumchian (University of Wollongong); Ricardo Campos (Polytechnic Institute of Tomar)
Efficient Fault-Tolerant Group Recommendation Using alpha-beta-core
Danhao Ding (University of Hong Kong); Hui Li (University of Hong Kong); Zhipeng Huang (University of Hong Kong); Nikos Mamoulis (University of Hong Kong)
Estimating Event Focus Time Using Neural Word Embeddings
Supratim Das (Max Planck Institute for Informatics); Arunav Mishra (Max Planck Institute for Informatics); Klaus Berberich (Max Planck Institute for Informatics & htw saar); Vinay Setty (University of Stavanger)
Analysis of Telegram, An Instant Messaging Service
Arash Dargahi Nobari (Shahid Beheshti University:G.C); Negar Reshadatmand (Shahid Beheshti University:G.C); Mahmood Neshati (Shahid Beheshti University:G.C)
An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications
Joyce Jiyoung Whang (Sungkyunkwan University)
Conflict of Interest Declaration and Detection System in Heterogeneous Networks
Siyuan Wu (University of Macau); Leong Hou U (University of Macau); Sourav S Bhowmick (Nanyang Technological University); Wolfgang Gatterbauer (Northeastern University)
Algorithmic Bias: Do Good Systems Make Relevant Documents More Retrievable?
Colin Wilkie (University of Glasgow); Leif Azzopardi (University of Strathclyde)
Integrating Side Information for Boosting Machine Comprehension
Yutong Wang (Zhejiang University); Yixin Xu (Zhejiang University); Min Yang (Tencent AI Lab); Zhou Zhao (Zhejiang University); Jun Xiao (Zhejiang University); Yueting Zhuang (Zhejiang University)
Recipe Popularity Prediction with Deep Visual-Semantic Fusion
Satoshi Sanjo (Doshisha University); Marie Katsurai (Doshisha University)
An Empirical Study of Embedding Features in Learning to Rank
Faezeh Ensan (Ferdowsi University of Mashhad); Ebrahim Bagheri (Ryerson University); Amal Zouaq (University of Ottawa); Alexandre Kouznetsov (Ryerson University)
Spectrum-based deep neural networks for fraud detection
Shuhan Yuan (Tongji University); Xintao Wu (University of Arkansas); Jun Li (University of Oregon); Aidong Lu (University of North Carolina at Charlotte)
Privacy of Hidden Profiles: Utility-Preserving Profile Removal in Online Forums
Sedigheh Eslami (Hasso Plattner Institute (HPI)); Asia J. Biega (Max Planck Institute for Informatics); Rishiraj Saha Roy (Max Planck Institute for Informatics); Gerhard Weikum (Max Planck Institute for Informatics)
Extracting Entities of Interest from Comparative Product Reviews
Jatin Arora (Indian Institute of Technology Kharagpur); Sumit Agrawal (Indian Institute of Technology Kharagpur); Pawan Goyal (Indian Institute of Technology Kharagpur); Sayan Pathak (Microsoft Research)
MultiSentiNet: A Deep Semantic Network for Multimodal Sentiment Analysis
Nan Xu (Institute of Automation, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Wenji Mao (Institute of Automation, Chinese Academy of Sciences & University of Chinese Academy of Sciences); Daniel Zeng (Institute of Automation, Chinese Academy of Sciences & University of Chinese Academy of Sciences)
Enhancing Knowledge Graph Completion By Embedding Correlations
Soumajit Pal (Vrije Universiteit Amsterdam); Jacopo Urbani (Vrije Universiteit Amsterdam)
Analyzing Mathematical Content to Detect Academic Plagiarism
Norman Meuschke (University of Konstanz); Moritz Schubotz (University of Konstanz); Felix Hamborg (University of Konstanz); Tomas Skopal (Charles University in Prague); Bela Gipp (University of Konstanz)
An enhanced topic modeling approach to multiple stance identification
Junjie Lin (University of Chinese Academy of Sciences); Wenji Mao (University of Chinese Academy of Sciences); Yuhao Zhang (University of Chinese Academy of Sciences)
Inferring Appliance Energy Usage from Smart Meters using Fully Convolutional Encoder Decoder Networks
Felan Carlo C. Garcia (Ateneo de Manila University); Erees Queen B. Macabebe (Ateneo de Manila University)
Geographic and Temporal Trends in Fake News Consumption During the 2016 US Presidential Election
Adam Fourney (Microsoft Research); Miklos Z. Racz (Microsoft Research); Gireeja Ranade (Microsoft Research); Markus Mobius (Microsoft Research); Eric Horvitz (Microsoft Research)
Revealing the Hidden Links in Content Networks: An Application to Event Discovery
Antonia Saravanou (University of Athens); Ioannis Katakis (University of Athens); George Valkanas (Detectica); Vana Kalogeraki (Athens University of Economics and Business); Dimitrios Gunopulos (University of Athens)
Denoising Clinical Notes for Medical Literature Retrieval with Convolutional Neural Model
Luca Soldaini (Georgetown University); Andrew Yates (Max Planck Institute for Informatics); Nazli Goharian (Georgetown University)
A Multi-Classifier System for Detecting Check-Worthy Statements in Political Debates
Ayush Patwari (Google & Purdue University); Dan Goldwasser (Purdue University); Saurabh Bagchi (Purdue University)
An Empirical Analysis of Pruning Techniques
Ruey-Cheng Chen (RMIT University); Leif Azzopardi (University of Strathclyde); Falk Scholer (RMIT University)
Structural-fitting Word Vectors to Linguistic Ontology for Semantic Relatedness Measurement
Yang-Yin Lee (National Taiwan University); Ting-Yu Yen (National Taiwan University); Hen-Hsen Huang (National Taiwan University); Hsin-Hsi Chen (National Taiwan University)
Sentence Retrieval with Sentiment-specific Topical Anchoring for Review Summarization
Jiaxing Tan (City University of New York); Alexander Kotov (Wayne State University); Rojiar Pir Mohammadiani (K. N. Toosi University of Technology); Yumei Huo (City University of New York)
Deep Neural Networks for News Recommendations
Keunchan Park (NAVER Corp.); Jisoo Lee (NAVER Corp.); Jaeho Choi (NAVER Corp.)
DProfiling DRDoS Attacks with Data Analytics Pipeline
Laure Berti-Equille (LIF, CNRS, Aix Marseille University, Polytech Marseille); Yury Zhauniarovich (Qatar Computing Research Institute, HBKU)
Accurate Question-Question Similarity with Hybrid Siamese Networks
Massimo Nicosia (University of Trento); Alessandro Moschitti (Qatar Computing Research Institute, HBKU )
A way to boost Semi-NMF for Document Clustering
Aghiles Salah (LIPADE - Paris Descartes University); Melissa Ailem (LIPADE - Paris Descartes University); Mohamed Nadif (LIPADE - Paris Descartes University)
IDAE: Imputation-boosted Denoising Autoencoder for Collaborative Filtering
Jae-woong Lee (Sungkyunkwan University); Jongwuk Lee (Sungkyunkwan University)
Semantic Rules for Machine Diagnostics: Execution and Management
Evgeny Kharlamov (University of Oxford); Ognjen Savkovic (Free University of Bozen-Bolzano); Guohui Xiao (Free University of Bozen-Bolzano); Rafael Penaloza (Free University of Bozen-Bolzano); Gulnar Mehdi (Siemens AG, Corporate Technology); Mikhail Roshchin (Siemens AG, Corporate Technology); Ian Horrocks (University of Oxford)
Simulating Zero-Resource Spoken Term Discovery
Jerome White (New York University); Douglas W. Oard (University of Maryland)
Using Knowledge Graphs to Explain Entity Co-occurrence in Twitter
Yiwei Wang (Hong Kong University of Science and Technology); Mark James Carman (Monash University); Yuan-Fang Li (Monash University)
Soft Seeded SSL Graphs for Unsupervised Semantic Similarity-based Retrieval
Avikalp Srivastava (Indian Institute of Technology, Kharagpur); Madhav Datt (Indian Institute of Technology, Kharagpur)
Session-aware Information Embedding for E-commerce Product Recommendation
Chen Wu (Alibaba Group); Ming Yan (Alibaba Group); Luo Si (Alibaba Group)
Overview of the 4th HistoInformatics Workshop
Mohammed Hasanuzzaman (Dublin City University); Gaël Dias (Normandy University); Adam Jatowt (Kyoto University); Marten Düring (Luxembourg Centre for Contemporary and Digital History); Antal van den Bosch (Meertens Instituut, Royal Netherlands Academy for Arts and Sciences)