International Conference on Information and Knowledge Management (CIKM) (2017)

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Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

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Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
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Metacrate: Organize and Analyze Millions of Data Profiles.
Sebastian Kruse|David Hahn|Marius Walter|Felix Naumann
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TaCLe: Learning Constraints in Tabular Data.
Sergey Paramonov|Samuel Kolb|Tias Guns|Luc De Raedt
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Region Representation Learning via Mobility Flow.
Hongjian Wang|Zhenhui Li
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Learning Edge Representations via Low-Rank Asymmetric Projections.
Sami Abu-El-Haija|Bryan Perozzi|Rami Al-Rfou
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PODIUM: Procuring Opinions from Diverse Users in a Multi-Dimensional World.
Yael Amsterdamer|Oded Goldreich
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Unsupervised Feature Selection with Joint Clustering Analysis.
Shuai An|Jun Wang|Jinmao Wei|Zhenglu Yang
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Citation Metadata Extraction via Deep Neural Network-based Segment Sequence Labeling.
Dong An|Liangcai Gao|Zhuoren Jiang|Runtao Liu|Zhi Tang
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Building a Dossier on the Cheap: Integrating Distributed Personal Data Resources Under Cost Constraints.
Imrul Chowdhury Anindya|Harichandan Roy|Murat Kantarcioglu|Bradley A. Malin
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A Novel Approach for Efficient Computation of Community Aware Ridesharing Groups.
Samiul Anwar|Shuha Nabila|Tanzima Hashem
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VizQ: A System for Scalable Processing of Visibility Queries in 3D Spatial Databases.
Arif Arman|Mohammed Eunus Ali|Farhana Murtaza Choudhury|Kaysar Abdullah
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Extracting Entities of Interest from Comparative Product Reviews.
Jatin Arora|Sumit Agrawal|Pawan Goyal|Sayan Pathak
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Words are Malleable: Computing Semantic Shifts in Political and Media Discourse.
Hosein Azarbonyad|Mostafa Dehghani|Kaspar Beelen|Alexandra Arkut|Maarten Marx|Jaap Kamps
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A Neural Collaborative Filtering Model with Interaction-based Neighborhood.
Ting Bai|Ji-Rong Wen|Jun Zhang|Wayne Xin Zhao
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A Comparison of Nuggets and Clusters for Evaluating Timeline Summaries.
Gaurav Baruah|Richard McCreadie|Jimmy Lin
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Efficient Discovery of Ontology Functional Dependencies.
Sridevi Baskaran|Alexander Keller|Fei Chiang|Lukasz Golab|Jaroslaw Szlichta
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QLever: A Query Engine for Efficient SPARQL+Text Search.
Hannah Bast|Björn Buchhold
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CoreDB: a Data Lake Service.
Amin Beheshti|Boualem Benatallah|Reza Nouri|Van Munin Chhieng|HuangTao Xiong|Xu Zhao
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Profiling DRDoS Attacks with Data Analytics Pipeline.
Laure Berti-Équille|Yury Zhauniarovich
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A Large Scale Prediction Engine for App Install Clicks and Conversions.
Narayan Bhamidipati|Ravi Kant|Shaunak Mishra
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A Compare-Aggregate Model with Dynamic-Clip Attention for Answer Selection.
Elke A. Rundensteiner|Weijie Bian|Si Li|Matthew O. Ward|Weijie Bian|Elke A. Rundensteiner|Zhao Yang|Si Li|Matthew O. Ward|Guang Chen|Zhiqing Lin
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Learning to Un-Rank: Quantifying Search Exposure for Users in Online Communities.
Asia J. Biega|Azin Ghazimatin|Hakan Ferhatosmanoglu|Krishna P. Gummadi|Gerhard Weikum
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Learning Biological Sequence Types Using the Literature.
Mohamed Reda Bouadjenek|Karin Verspoor|Justin Zobel
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Multi-Label Feature Selection using Correlation Information.
Ali Braytee|Wei Liu|Daniel R. Catchpoole|Paul J. Kennedy
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Detecting Social Bots by Jointly Modeling Deep Behavior and Content Information.
Chiyu Cai|Linjing Li|Daniel Zeng
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Covering the Optimal Time Window Over Temporal Data.
Bin Cao|Chenyu Hou|Jing Fan
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DeepHawkes: Bridging the Gap between Prediction and Understanding of Information Cascades.
Qi Cao|Huawei Shen|Keting Cen|Wentao Ouyang|Xueqi Cheng
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PMS: an Effective Approximation Approach for Distributed Large-scale Graph Data Processing and Mining.
Yingjie Cao|Yangyang Zhang|Jianxin Li
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Learning Community Embedding with Community Detection and Node Embedding on Graphs.
Sandro Cavallari|Vincent W. Zheng|Hongyun Cai|Kevin Chen-Chuan Chang|Erik Cambria
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Language Modeling by Clustering with Word Embeddings for Text Readability Assessment.
Miriam Cha|Youngjune Gwon|H. T. Kung
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Compact Multiple-Instance Learning.
Jing Chai|Weiwei Liu|Ivor W. Tsang|Xiao-Bo Shen
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Text Embedding for Sub-Entity Ranking from User Reviews.
Chih-Yu Chao|Yi-Fan Chu|Hsiu-Wei Yang|Chuan-Ju Wang|Ming-Feng Tsai
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Summarizing Significant Changes in Network Traffic Using Contrast Pattern Mining.
Elaheh Alipour Chavary|Sarah M. Erfani|Christopher Leckie
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Scaling Probabilistic Temporal Query Evaluation.
Melisachew Wudage Chekol
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An Empirical Analysis of Pruning Techniques: Performance, Retrievability and Bias.
Ruey-Cheng Chen|Leif Azzopardi|Falk Scholer
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Spreadsheet Property Detection With Rule-assisted Active Learning.
Zhe Chen|Sasha Dadiomov|Richard Wesley|Gang Xiao|Daniel Cory|Michael J. Cafarella|Jock D. Mackinlay
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A Study of Main-Memory Hash Joins on Many-core Processor: A Case with Intel Knights Landing Architecture.
Xuntao Cheng|Bingsheng He|Xiaoli Du|Chiew Tong Lau
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Aspect-level Sentiment Classification with HEAT (HiErarchical ATtention) Network.
Jiajun Cheng|Shenglin Zhao|Jiani Zhang|Irwin King|Xin Zhang|Hui Wang
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Tracking Knowledge Proficiency of Students with Educational Priors.
Yuying Chen|Qi Liu|Zhenya Huang|Le Wu|Enhong Chen|Runze Wu|Yu Su|Guoping Hu
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Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis.
Qiang Chen|Chenliang Li|Wenjie Li
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Movie Fill in the Blank with Adaptive Temporal Attention and Description Update.
Jie Chen|Jie Shao|Fumin Shen|Chengkun He|Lianli Gao|Heng Tao Shen
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Modeling Opinion Influence with User Dual Identity.
Chengyao Chen|Zhitao Wang|Wenjie Li
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HotSpots: Failure Cascades on Heterogeneous Critical Infrastructure Networks.
Liangzhe Chen|Xinfeng Xu|Sangkeun Lee|Sisi Duan|Alfonso G. Tarditi|Supriya Chinthavali|B. Aditya Prakash
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Community-Based Network Alignment for Large Attributed Network.
Zheng Chen|Xinli Yu|Bo Song|Jianliang Gao|Xiaohua Hu|Wei-Shih Yang
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Exploiting Spatio-Temporal User Behaviors for User Linkage.
Wei Chen|Hongzhi Yin|Weiqing Wang|Lei Zhao|Wen Hua|Xiaofang Zhou
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Tweet Geolocation: Leveraging Location, User and Peer Signals.
Wen-Haw Chong|Ee-Peng Lim
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Recommendation with Capacity Constraints.
Konstantina Christakopoulou|Jaya Kawale|Arindam Banerjee
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Intent Based Relevance Estimation from Click Logs.
Prakash Mandayam Comar|Srinivasan H. Sengamedu
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Fast Word Recognition for Noise channel-based Models in Scenarios with Noise Specific Domain Knowledge.
Marco Cristo|Raíza Hanada|André Luiz da Costa Carvalho|Fernando Anglada Lores|Maria da Graça Campos Pimentel
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Text Coherence Analysis Based on Deep Neural Network.
Baiyun Cui|Yingming Li|Yaqing Zhang|Zhongfei Zhang
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Unsupervised Matrix-valued Kernel Learning For One Class Classification.
Shaobo Dang|Xiongcai Cai|Yang Wang|Jianjia Zhang|Fang Chen
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Estimating Event Focus Time Using Neural Word Embeddings.
Supratim Das|Dunja Mladenic|Supratim Das|Dunja Mladenic|Arunav Mishra|Marko Grobelnik|Klaus Berberich|Marko Grobelnik|Arunav Mishra|Vinay Setty
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Collaborative Filtering as a Case-Study for Model Parallelism on Bulk Synchronous Systems.
Ariyam Das|Ishan Upadhyaya|Xiangrui Meng|Ameet Talwalkar
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Learning to Attend, Copy, and Generate for Session-Based Query Suggestion.
Sascha Rothe|Sana Sellami|Mostafa Dehghani|Enrique Alfonseca|Claudia C. Gutiérrez Rodriguez|Sascha Rothe|Sana Sellami|Enrique Alfonseca|Claudia C. Gutiérrez Rodriguez|Pascal Fleury
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Personalized Image Aesthetics Assessment.
Xiang Deng|Chaoran Cui|Huidi Fang|Xiushan Nie|Yilong Yin
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SOPER: Discovering the Influence of Fashion and the Many Faces of User from Session Logs using Stick Breaking Process.
Lucky Dhakad|Mrinal Kanti Das|Chiranjib Bhattacharyya|Samik Datta|Mihir Kale|Vivek Mehta
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Efficient Fault-Tolerant Group Recommendation Using alpha-beta-core.
Danhao Ding|Hui Li|Zhipeng Huang|Nikos Mamoulis
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BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep Neural Network.
Daizong Ding|Mi Zhang|Shao-Yuan Li|Jie Tang|Xiaotie Chen|Zhi-Hua Zhou
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Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems.
Boxiang Dong|Zhengzhang Chen|Wendy Hui Wang|Lu-An Tang|Kai Zhang|Ying Lin|Zhichun Li|Haifeng Chen
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Weakly-Guided User Stance Prediction via Joint Modeling of Content and Social Interaction.
Yizhou Sun|Yi Ma|Rui Dong|Lu Wang|Edward A. Fox|Yizhou Sun|Yi Ma|Edward A. Fox|Lu Wang|Marcos André Gonçalves|Yupeng Gu|Marcos André Gonçalves|Yupeng Gu|Yuan Zhong
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Stream Aggregation Through Order Sampling.
Nick G. Duffield|Yunhong Xu|Liangzhen Xia|Nesreen K. Ahmed|Minlan Yu
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On Discovering the Number of Document Topics via Conceptual Latent Space.
Nghia Duong-Trung|Lars Schmidt-Thieme
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SimMeme: Semantic-Based Meme Search.
Maya Ekron|Tova Milo|Brit Youngmann
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UFeed: Refining Web Data Integration Based on User Feedback.
Ahmed El-Roby|Ashraf Aboulnaga
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An Empirical Study of Embedding Features in Learning to Rank.
Faezeh Ensan|Ebrahim Bagheri|Amal Zouaq|Alexandre Kouznetsov
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Privacy of Hidden Profiles: Utility-Preserving Profile Removal in Online Forums.
Sedigheh Eslami|Asia J. Biega|Rishiraj Saha Roy|Gerhard Weikum
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Chinese Named Entity Recognition with Character-Word Mixed Embedding.
Shijia E|Yang Xiang
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Learning Visual Features from Snapshots for Web Search.
Yixing Fan|Jiafeng Guo|Yanyan Lan|Jun Xu|Liang Pang|Xueqi Cheng
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QoS-Aware Scheduling of Heterogeneous Servers for Inference in Deep Neural Networks.
Zhou Fang|Tong Yu|Ole J. Mengshoel|Rajesh K. Gupta
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Temporally Like-minded User Community Identification through Neural Embeddings.
Hossein Fani|Ebrahim Bagheri|Weichang Du
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Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies.
Yujie Fan|Yiming Zhang|Yanfang Ye|Xin Li|Wanhong Zheng
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SummIt: A Tool for Extractive Summarization, Discovery and Analysis.
Guy Feigenblat|Odellia Boni|Haggai Roitman|David Konopnicki
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Geographic and Temporal Trends in Fake News Consumption During the 2016 US Presidential Election.
Adam Fourney|Miklós Z. Rácz|Gireeja Ranade|Markus Mobius|Eric Horvitz
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Rapid Analysis of Network Connectivity.
Scott Freitas|Hanghang Tong|Nan Cao|Yinglong Xia
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HIN2Vec: Explore Meta-paths in Heterogeneous Information Networks for Representation Learning.
Tao-Yang Fu|Wang-Chien Lee|Zhen Lei
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Core Decomposition and Densest Subgraph in Multilayer Networks.
Edoardo Galimberti|Francesco Bonchi|Francesco Gullo
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Inferring Appliance Energy Usage from Smart Meters using Fully Convolutional Encoder Decoder Networks.
Felan Carlo C. Garcia|Erees Queen B. Macabebe
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Tracking the Impact of Fact Deletions on Knowledge Graph Queries using Provenance Polynomials.
Garima Gaur|Srikanta J. Bedathur|Arnab Bhattacharya
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Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results.
Mohamed F. Ghalwash|Ying Li|Ping Zhang|Jianying Hu
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Finding Periodic Discrete Events in Noisy Streams.
Abhirup Ghosh|Christopher Lucas|Rik Sarkar
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Partitioning Orders in Online Shopping Services.
Sreenivas Gollapudi|Ravi Kumar|Debmalya Panigrahi|Rina Panigrahy
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Minimizing Tension in Teams.
Behzad Golshan|Evimaria Terzi
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Latency Reduction via Decision Tree Based Query Construction.
Aman Grover|Dhruv Arya|Ganesh Venkataraman
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Interest Diffusion in Heterogeneous Information Network for Personalized Item Ranking.
Mukul Gupta|Pradeep Kumar|Rajhans Mishra
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Taxonomy Induction Using Hypernym Subsequences.
Amit Gupta|Rémi Lebret|Hamza Harkous|Karl Aberer
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Optimizing Email Volume For Sitewide Engagement.
Rupesh Gupta|Guanfeng Liang|Rómer Rosales
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An Euclidean Distance based on the Weighted Self-information Related Data Transformation for Nominal Data Clustering.
Lei Gu|Liying Zhang|Yang Zhao
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Reply With: Proactive Recommendation of Email Attachments.
Christophe Van Gysel|Bhaskar Mitra|Matteo Venanzi|Roy Rosemarin|Grzegorz Kukla|Piotr Grudzien|Nicola Cancedda
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From Query-By-Keyword to Query-By-Example: LinkedIn Talent Search Approach.
Viet Ha-Thuc|Yan Yan|Xianren Wu|Vijay Dialani|Abhishek Gupta|Shakti Sinha
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Source Retrieval for Web-Scale Text Reuse Detection.
Matthias Hagen|Martin Potthast|Payam Adineh|Ehsan Fatehifar|Benno Stein
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Health Forum Thread Recommendation Using an Interest Aware Topic Model.
Kishaloy Halder|Min-Yen Kan|Kazunari Sugiyama
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Budgeted Task Scheduling for Crowdsourced Knowledge Acquisition.
Tao Han|Hailong Sun|Yangqiu Song|Zizhe Wang|Xudong Liu
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Keyword Search on RDF Graphs - A Query Graph Assembly Approach.
Shuo Han|Lei Zou|Jeffrey Xu Yu|Dongyan Zhao
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Smart City Analytics: Ensemble-Learned Prediction of Citizen Home Care.
Casper Hansen|Christian Hansen|Stephen Alstrup|Christina Lioma
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FUSION: An Online Method for Multistream Classification.
Ahsanul Haque|Zhuoyi Wang|Swarup Chandra|Bo Dong|Latifur Khan|Kevin W. Hamlen
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Overview of the 4th HistoInformatics Workshop.
Mohammed Hasanuzzaman|Gaël Dias|Adam Jatowt|Marten Düring|Antal van den Bosch
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Incorporating the Latent Link Categories in Relational Topic Modeling.
Yuan He|Cheng Wang|Changjun Jiang
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Highly Efficient Mining of Overlapping Clusters in Signed Weighted Networks.
Tuan-Anh Hoang|Ee-Peng Lim
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Ontology-based Graph Visualization for Summarized View.
Xin Huang|Byron Choi|Jianliang Xu|William K. Cheung|Yanchun Zhang|Jiming Liu
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An Ad CTR Prediction Method Based on Feature Learning of Deep and Shallow Layers.
Zai Huang|Zhen Pan|Qi Liu|Bai Long|Haiping Ma|Enhong Chen
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Length Adaptive Recurrent Model for Text Classification.
Zhengjie Huang|Zi Ye|Shuangyin Li|Rong Pan
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KIEM: A Knowledge Graph based Method to Identify Entity Morphs.
Longtao Huang|Lin Zhao|Shangwen Lv|Fangzhou Lu|Yue Zhai|Songlin Hu
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HyPerInsight: Data Exploration Deep Inside HyPer.
Nina C. Hubig|Linnea Passing|Maximilian E. Schüle|Dimitri Vorona|Alfons Kemper|Thomas Neumann
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On Embedding Uncertain Graphs.
Jiafeng Hu|Reynold Cheng|Zhipeng Huang|Yixiang Fang|Siqiang Luo
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A Communication Efficient Parallel DBSCAN Algorithm based on Parameter Server.
Xu Hu|Jun Huang|Minghui Qiu
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IDM 2017: Workshop on Interpretable Data Mining - Bridging the Gap between Shallow and Deep Models.
Xia Hu|Shuiwang Ji
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CNN-IETS: A CNN-based Probabilistic Approach for Information Extraction by Text Segmentation.
Meng Hu|Zhixu Li|Yongxin Shen|An Liu|Guanfeng Liu|Kai Zheng|Lei Zhao
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Graph Ladder Networks for Network Classification.
Ruiqi Hu|Shirui Pan|Jing Jiang|Guodong Long
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Fast K-means for Large Scale Clustering.
Qinghao Hu|Jiaxiang Wu|Lu Bai|Yifan Zhang|Jian Cheng
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Maintaining Densest Subsets Efficiently in Evolving Hypergraphs.
Shuguang Hu|Xiaowei Wu|T.-H. Hubert Chan
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Interactive System for Reasoning about Document Age.
Adam Jatowt|Ricardo Campos
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A Topic Model Based on Poisson Decomposition.
Haixin Jiang|Rui Zhou|Limeng Zhang|Hua Wang|Yanchun Zhang
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Similarity-based Distant Supervision for Definition Retrieval.
Jiepu Jiang|James Allan
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Adaptive Persistence for Search Effectiveness Measures.
Jiepu Jiang|James Allan
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Emotions in Social Networks: Distributions, Patterns, and Models.
Shengmin Jin|Reza Zafarani
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A Framework for Estimating Execution Times of IO Traces on SSDs.
Yoonsuk Kang|Yong-Yeon Jo|Jaehyuk Cha|Wan D. Bae|Sang-Wook Kim
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A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases.
Akshay Kansal|Francesca Spezzano
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Ranking Rich Mobile Verticals based on Clicks and Abandonment.
Mami Kawasaki|Inho Kang|Tetsuya Sakai
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Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary.
Krishnaram Kenthapadi|Stuart Ambler|Liang Zhang|Deepak Agarwal
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Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media.
Rupinder Paul Khandpur|Taoran Ji|Steve T. K. Jan|Gang Wang|Chang-Tien Lu|Naren Ramakrishnan
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SemFacet: Making Hard Faceted Search Easier.
Evgeny Kharlamov|Luca Giacomelli|Evgeny Sherkhonov|Bernardo Cuenca Grau|Egor V. Kostylev|Ian Horrocks
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Semantic Rules for Machine Diagnostics: Execution and Management.
Evgeny Kharlamov|Ognjen Savkovic|Guohui Xiao|Rafael Peñaloza|Gulnar Mehdi|Mikhail Roshchin|Ian Horrocks
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Smart Infrastructure Maintenance Using Incremental Tensor Analysis: Extended Abstract.
Nguyen Lu Dang Khoa|Ali Anaissi|Yang Wang
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Hybrid BiLSTM-Siamese network for FAQ Assistance.
Prerna Khurana|Puneet Agarwal|Gautam Shroff|Lovekesh Vig|Ashwin Srinivasan
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DiagTree: Diagnostic Tree for Differential Diagnosis.
Yejin Kim|Jingyun Choi|Yosep Chong|Xiaoqian Jiang|Hwanjo Yu
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Construction of a National Scale ENF Map using Online Multimedia Data.
Hyunsoo Kim|Youngbae Jeon|Ji Won Yoon
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Modeling Affinity based Popularity Dynamics.
Minkyoung Kim|Daniel A. McFarland|Jure Leskovec
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Machine Learning based Performance Modeling of Flash SSDs.
Jaehyung Kim|Jinuk Park|Sanghyun Park
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GPU-Accelerated Graph Clustering via Parallel Label Propagation.
Yusuke Kozawa|Toshiyuki Amagasa|Hiroyuki Kitagawa
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A Hyper-connected World.
K. Ananth Krishnan
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Unsupervised Concept Categorization and Extraction from Scientific Document Titles.
Adit Krishnan|Aravind Sankar|Shi Zhi|Jiawei Han
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A Robust Named-Entity Recognition System Using Syllable Bigram Embedding with Eojeol Prefix Information.
Sunjae Kwon|Youngjoong Ko|Jungyun Seo
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Exploring the Veracity of Online Claims with BackDrop.
Julien Leblay|Weiling Chen|Steven J. Lynden
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Computing Betweenness Centrality in B-hypergraphs.
Kwang Hee Lee|Myoung-Ho Kim
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IDAE: Imputation-boosted Denoising Autoencoder for Collaborative Filtering.
Jae-woong Lee|Jongwuk Lee
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Augmented Variational Autoencoders for Collaborative Filtering with Auxiliary Information.
Wonsung Lee|Kyungwoo Song|Il-Chul Moon
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Structural-fitting Word Vectors to Linguistic Ontology for Semantic Relatedness Measurement.
Yang-Yin Lee|Ting-Yu Yen|Hen-Hsen Huang|Hsin-Hsi Chen
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Alternating Pointwise-Pairwise Learning for Personalized Item Ranking.
Yu Lei|Wenjie Li|Ziyu Lu|Miao Zhao
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Indexable Bayesian Personalized Ranking for Efficient Top-k Recommendation.
Dung D. Le|Hady W. Lauw
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SemVis: Semantic Visualization for Interactive Topical Analysis.
Tuan M. V. Le|Hady W. Lauw
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Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing.
Chao Li|Yang Yang|Jiewei Cao|Zi Huang
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Deep Context Modeling for Web Query Entity Disambiguation.
Zhen Liao|Xinying Song|Yelong Shen|Saekoo Lee|Jianfeng Gao|Ciya Liao
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Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing.
Jiyi Li|Yukino Baba|Hisashi Kashima
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Public Transportation Mode Detection from Cellular Data.
Guanyao Li|Chun-Jie Chen|Sheng-Yun Huang|Ai-Jou Chou|Xiaochuan Gou|Wen-Chih Peng|Chih-Wei Yi
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Relaxing Graph Pattern Matching With Explanations.
Jia Li|Yang Cao|Shuai Ma
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Learning Graph-based Embedding For Time-Aware Product Recommendation.
Yuqi Li|Weizheng Chen|Hongfei Yan
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Attributed Network Embedding for Learning in a Dynamic Environment.
Jundong Li|Harsh Dani|Xia Hu|Jiliang Tang|Yi Chang|Huan Liu
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FM-Hawkes: A Hawkes Process Based Approach for Modeling Online Activity Correlations.
Sha Li|Xiaofeng Gao|Weiming Bao|Guihai Chen
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Deep Multi-Similarity Hashing for Multi-label Image Retrieval.
Tong Li|Sheng Gao|Yajing Xu
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DeMalC: A Feature-rich Machine Learning Framework for Malicious Call Detection.
Yuhong Li|Dongmei Hou|Aimin Pan|Zhiguo Gong
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Active Sampling for Large-scale Information Retrieval Evaluation.
Dan Li|Evangelos Kanoulas
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iFACT: An Interactive Framework to Assess Claims from Tweets.
Wee-Yong Lim|Mong-Li Lee|Wynne Hsu
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An Enhanced Topic Modeling Approach to Multiple Stance Identification.
Junjie Lin|Wenji Mao|Yuhao Zhang
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Modeling Menu Bundle Designs of Crowdfunding Projects.
Yusan Lin|Peifeng Yin|Wang-Chien Lee
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AliMe Assist : An Intelligent Assistant for Creating an Innovative E-commerce Experience.
Feng-Lin Li|Minghui Qiu|Haiqing Chen|Xiongwei Wang|Xing Gao|Jun Huang|Juwei Ren|Zhongzhou Zhao|Weipeng Zhao|Lei Wang|Guwei Jin|Wei Chu
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Neural Attentive Session-based Recommendation.
Jing Li|Pengjie Ren|Zhumin Chen|Zhaochun Ren|Tao Lian|Jun Ma
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Content Recommendation by Noise Contrastive Transfer Learning of Feature Representation.
Yiyang Li|Guanyu Tao|Weinan Zhang|Yong Yu|Jun Wang
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A Two-step Information Accumulation Strategy for Learning from Highly Imbalanced Data.
Bin Liu|Min Zhang|Weizhi Ma|Xin Li|Yiqun Liu|Shaoping Ma
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PQBF: I/O-Efficient Approximate Nearest Neighbor Search by Product Quantization.
Yingfan Liu|Hong Cheng|Jiangtao Cui
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A Personalized Predictive Framework for Multivariate Clinical Time Series via Adaptive Model Selection.
Zitao Liu|Milos Hauskrecht
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HoloScope: Topology-and-Spike Aware Fraud Detection.
Shenghua Liu|Bryan Hooi|Christos Faloutsos
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TICC: Transparent Inter-Column Compression for Column-Oriented Database Systems.
Hao Liu|Haoyu Tan|Arunav Mishra|Yudian Ji|Jiang Xiao|Haoyu Tan|Arunav Mishra|Qiong Luo|Lionel M. Ni
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Exploiting User Consuming Behavior for Effective Item Tagging.
Shen Liu|Hongyan Liu
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Urbanity: A System for Interactive Exploration of Urban Dynamics from Streaming Human Sensing Data.
Mengxiong Liu|Zhengchao Liu|Chao Zhang|Keyang Zhang|Quan Yuan|Tim Hanratty|Jiawei Han
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Growing Story Forest Online from Massive Breaking News.
Bang Liu|Di Niu|Kunfeng Lai|Linglong Kong|Yu Xu
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Crowd-enabled Pareto-Optimal Objects Finding Employing Multi-Pairwise-Comparison Questions.
Chang Liu|Raffaele Perego|Fausto Rabitti|Yinan Zhang|Lei Liu|Chang Liu|Raffaele Perego|Lizhen Cui|Fausto Rabitti|Yinan Zhang|Dong Yuan|Chunyan Miao
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Scenic Routes Now: Efficiently Solving the Time-Dependent Arc Orienteering Problem.
Ying Lu|Gregor Jossé|Tobias Emrich|Ugur Demiryurek|Matthias Renz|Cyrus Shahabi|Matthias Schubert
doi dblp
SEQ: Example-based Query for Spatial Objects.
Siqiang Luo|Jiafeng Hu|Reynold Cheng|Jing Yan|Ben Kao
doi dblp
Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition.
Lingjuan Lyu|Xuanli He|Yee Wei Law|Marimuthu Palaniswami
doi dblp
Truth Discovery by Claim and Source Embedding.
Shanshan Lyu|Wentao Ouyang|Huawei Shen|Xueqi Cheng
doi dblp
Enhancing the Network Embedding Quality with Structural Similarity.
Tianshu Lyu|Yuan Zhang|Yan Zhang
doi dblp
Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments.
Widad Machmouchi|Ahmed Hassan Awadallah|Imed Zitouni|Georg Buscher
doi dblp
Multi-view Clustering with Graph Embedding for Connectome Analysis.
Guixiang Ma|Lifang He|Chun-Ta Lu|Weixiang Shao|Philip S. Yu|Alex D. Leow|Ann B. Ragin
doi dblp
Active Network Alignment: A Matching-Based Approach.
Eric Malmi|Aristides Gionis|Evimaria Terzi
doi dblp
Automatic Catchphrase Identification from Legal Court Case Documents.
Arpan Mandal|Kripabandhu Ghosh|Arindam Pal|Saptarshi Ghosh
doi dblp
A Deep Recurrent Collaborative Filtering Framework for Venue Recommendation.
Jarana Manotumruksa|Craig Macdonald|Iadh Ounis
doi dblp
A Personalised Ranking Framework with Multiple Sampling Criteria for Venue Recommendation.
Jarana Manotumruksa|Craig Macdonald|Iadh Ounis
doi dblp
Learning Temporal Ambiguity in Web Search Queries.
Behrooz Mansouri|Mohammad Sadegh Zahedi|Maseud Rahgozar|Farhad Oroumchian|Ricardo Campos
doi dblp
Online Expectation-Maximization for Click Models.
Ilya Markov|Alexey Borisov|Maarten de Rijke
doi dblp
LARM: A Lifetime Aware Regression Model for Predicting YouTube Video Popularity.
Changsha Ma|Zhisheng Yan|Chang Wen Chen
doi dblp
SemDia: Semantic Rule-Based Equipment Diagnostics Tool.
Gulnar Mehdi|Evgeny Kharlamov|Ognjen Savkovic|Guohui Xiao|Elem Güzel Kalayci|Sebastian Brandt|Ian Horrocks|Mikhail Roshchin|Thomas A. Runkler
doi dblp
Deep Sequential Models for Task Satisfaction Prediction.
Rishabh Mehrotra|Ahmed Hassan Awadallah|Milad Shokouhi|Emine Yilmaz|Imed Zitouni|Ahmed El Kholy|Madian Khabsa
doi dblp
Task Embeddings: Learning Query Embeddings using Task Context.
Rishabh Mehrotra|Emine Yilmaz
doi dblp
Linking News across Multiple Streams for Timeliness Analysis.
Ida Mele|Seyed Ali Bahrainian|Fabio Crestani
doi dblp
Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection.
Zhao Meng|Lili Mou|Zhi Jin
doi dblp
Predicting Short-Term Public Transport Demand via Inhomogeneous Poisson Processes.
Aditya Krishna Menon|Young Lee
doi dblp
Analyzing Mathematical Content to Detect Academic Plagiarism.
Norman Meuschke|Moritz Schubotz|Felix Hamborg|Tomás Skopal|Bela Gipp
doi dblp
Deception Detection: When Computers Become Better than Humans.
Rada Mihalcea
doi dblp
ANS-Based Index Compression.
Alistair Moffat|Matthias Petri
doi dblp
Privacy Aware Temporal Profiling of Emails in Distributed Setup.
Sutapa Mondal|Manish Shukla|Sachin Lodha
doi dblp
Learning Entity Type Embeddings for Knowledge Graph Completion.
Changsung Moon|Paul Jones|Nagiza F. Samatova
doi dblp
Identifying Top-K Influential Nodes in Networks.
Sara Mumtaz|Xiaoyang Wang
doi dblp
Discovering Graph Temporal Association Rules.
Mohammad Hossein Namaki|Yinghui Wu|Qi Song|Peng Lin|Tingjian Ge
doi dblp
Fully Dynamic Algorithm for Top-k Densest Subgraphs.
Muhammad Anis Uddin Nasir|Aristides Gionis|Gianmarco De Francisci Morales|Sarunas Girdzijauskas
doi dblp
Paraphrastic Fusion for Abstractive Multi-Sentence Compression Generation.
Mir Tafseer Nayeem|Yllias Chali
doi dblp
Differentially Private Regression for Discrete-Time Survival Analysis.
Thông T. Nguyên|Siu Cheung Hui
doi dblp
Collaborative Topic Regression with Denoising AutoEncoder for Content and Community Co-Representation.
Trong T. Nguyen|Hady W. Lauw
doi dblp
J-REED: Joint Relation Extraction and Entity Disambiguation.
Dat Ba Nguyen|Stephen Tyler|Martin Theobald|Venu Dasigi|Dat Ba Nguyen|Stephen Tyler|Neha Narkhede|Gerhard Weikum|Venu Dasigi|Martin Theobald|Neha Narkhede|Gerhard Weikum
doi dblp
Fine-grained Patient Similarity Measuring using Deep Metric Learning.
Jiazhi Ni|Jie Liu|Chenxin Zhang|Dan Ye|Zhirou Ma
doi dblp
Accurate Sentence Matching with Hybrid Siamese Networks.
Massimo Nicosia|Alessandro Moschitti
doi dblp
Collaborative Sequence Prediction for Sequential Recommender.
Shuzi Niu|Rongzhi Zhang
doi dblp
Analysis of Telegram, An Instant Messaging Service.
Arash Dargahi Nobari|Negar Reshadatmand|Mahmood Neshati
doi dblp
Sensitive and Scalable Online Evaluation with Theoretical Guarantees.
Harrie Oosterhuis|Maarten de Rijke
doi dblp
Balancing Speed and Quality in Online Learning to Rank for Information Retrieval.
Harrie Oosterhuis|Maarten de Rijke
doi dblp
Boolean Matrix Decomposition by Formal Concept Sampling.
Petr Osicka|Martin Trnecka
doi dblp
Enhancing Knowledge Graph Completion By Embedding Correlations.
Soumajit Pal|Jacopo Urbani
doi dblp
Robust Heterogeneous Discriminative Analysis for Single Sample Per Person Face Recognition.
Meng Pang|Yiu-ming Cheung|Binghui Wang|Risheng Liu
doi dblp
DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval.
Liang Pang|Yanyan Lan|Jiafeng Guo|Jun Xu|Jingfang Xu|Xueqi Cheng
doi dblp
Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data.
Guansong Pang|Hongzuo Xu|Longbing Cao|Wentao Zhao
doi dblp
Deep Neural Networks for News Recommendations.
Keunchan Park|Jisoo Lee|Jaeho Choi
doi dblp
Forecasting Ad-Impressions on Online Retail Websites using Non-homogeneous Hawkes Processes.
Krunal Parmar|Samuel Bushi|Sourangshu Bhattacharya|Surender Kumar
doi dblp
TATHYA: A Multi-Classifier System for Detecting Check-Worthy Statements in Political Debates.
Ayush Patwari|Dan Goldwasser|Saurabh Bagchi
doi dblp
Interacting Attention-gated Recurrent Networks for Recommendation.
Wenjie Pei|Jie Yang|Zhu Sun|Jie Zhang|Alessandro Bozzon|David M. J. Tax
doi dblp
An Interactive Framework for Video Surveillance Event Detection and Modeling.
Fabio Persia|Fabio Bettini|Sven Helmer
doi dblp
NeuPL: Attention-based Semantic Matching and Pair-Linking for Entity Disambiguation.
Minh C. Phan|Aixin Sun|Yi Tay|Jialong Han|Chenliang Li
doi dblp
A Two-Stage Framework for Computing Entity Relatedness in Wikipedia.
Marco Ponza|Paolo Ferragina|Soumen Chakrabarti
doi dblp
Efficient Document Filtering Using Vector Space Topic Expansion and Pattern-Mining: The Case of Event Detection in Microposts.
Julia Proskurnia|Ruslan Mavlyutov|Carlos Castillo|Karl Aberer|Philippe Cudré-Mauroux
doi dblp
Active Learning for Large-Scale Entity Resolution.
Kun Qian|Lucian Popa|Prithviraj Sen
doi dblp
An Attention-based Collaboration Framework for Multi-View Network Representation Learning.
Meng Qu|Jian Tang|Jingbo Shang|Xiang Ren|Ming Zhang|Jiawei Han
doi dblp
A Collaborative Ranking Model for Cross-Domain Recommendations.
Dimitrios Rafailidis|Fabio Crestani
doi dblp
Efficient Computation of Subspace Skyline over Categorical Domains.
Md Farhadur Rahman|Abolfazl Asudeh|Nick Koudas|Gautam Das
doi dblp
Talking to Your TV: Context-Aware Voice Search with Hierarchical Recurrent Neural Networks.
Jinfeng Rao|Ferhan Türe|Hua He|Oliver Jojic|Jimmy Lin
doi dblp
Machine Learning @ Amazon.
Rajeev Rastogi
doi dblp
Storyfinder: Personalized Knowledge Base Construction and Management by Browsing the Web.
Steffen Remus|Manuel Kaufmann|Kathrin Ballweg|Tatiana von Landesberger|Chris Biemann
doi dblp
Minimizing Dependence between Graphs.
Yu Rong|Hong Cheng
doi dblp
An Improved Test Collection and Baselines for Bibliographic Citation Recommendation.
Dwaipayan Roy
doi dblp
Combining Local and Global Word Embeddings for Microblog Stemming.
Anurag Roy|Trishnendu Ghorai|Kripabandhu Ghosh|Saptarshi Ghosh
doi dblp
To Be Connected, or Not to Be Connected: That is the Minimum Inefficiency Subgraph Problem.
Natali Ruchansky|Francesco Bonchi|David García-Soriano|Francesco Gullo|Nicolas Kourtellis
doi dblp
CSI: A Hybrid Deep Model for Fake News Detection.
Natali Ruchansky|Sungyong Seo|Yan Liu
doi dblp
Regularized and Retrofitted models for Learning Sentence Representation with Context.
Tanay Kumar Saha|Shafiq R. Joty|Naeemul Hassan|Mohammad Al Hasan
doi dblp
A Way to Boost Semi-NMF for Document Clustering.
Aghiles Salah|Melissa Ailem|Mohamed Nadif
doi dblp
IMaxer: A Unified System for Evaluating Influence Maximization in Location-based Social Networks.
Muhammad Aamir Saleem|Rohit Kumar|Toon Calders|Xike Xie|Torben Bach Pedersen
doi dblp
Recipe Popularity Prediction with Deep Visual-Semantic Fusion.
Satoshi Sanjo|Marie Katsurai
doi dblp
Revealing the Hidden Links in Content Networks: An Application to Event Discovery.
Antonia Saravanou|Ioannis Katakis|George Valkanas|Vana Kalogeraki|Dimitrios Gunopulos
doi dblp
When Labels Fall Short: Property Graph Simulation via Blending of Network Structure and Vertex Attributes.
Arun V. Sathanur|Sutanay Choudhury|Cliff A. Joslyn|Sumit Purohit
doi dblp
Integrating the Framing of Clinical Questions via PICO into the Retrieval of Medical Literature for Systematic Reviews.
Harrisen Scells|Guido Zuccon|Bevan Koopman|Anthony Deacon|Leif Azzopardi|Shlomo Geva
doi dblp
Fast and Accurate Time Series Classification with WEASEL.
Patrick Schäfer|Ulf Leser
doi dblp
pm-SCAN: an I/O Efficient Structural Clustering Algorithm for Large-scale Graphs.
Jung Hyuk Seo|Myoung Ho Kim
doi dblp
StreamingCube: A Unified Framework for Stream Processing and OLAP Analysis.
Salman Ahmed Shaikh|Hiroyuki Kitagawa
doi dblp
Knowledge Graph Embedding with Triple Context.
Jun Shi|Huan Gao|Guilin Qi|Zhangquan Zhou
doi dblp
Tensor Rank Estimation and Completion via CP-based Nuclear Norm.
Qiquan Shi|Haiping Lu|Yiu-ming Cheung
doi dblp
Modeling Student Learning Styles in MOOCs.
Yuling Shi|Zhiyong Peng|Hongning Wang
doi dblp
Hybrid MemNet for Extractive Summarization.
Abhishek Kumar Singh|Manish Gupta|Vasudeva Varma
doi dblp
A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation.
Gaurav Singh|Iain James Marshall|James Thomas|John Shawe-Taylor|Byron C. Wallace
doi dblp
SMASC 2017: First International Workshop on Social Media Analytics for Smart Cities.
Manjira Sinha|Xiangnan He|Alessandro Bozzon|Sandya Mannarswamy|Pradeep K. Murukannaiah|Tridib Mukherjee
doi dblp
Product Exploration based on Latent Visual Attributes.
Tomás Skopal|Ladislav Peska|Gregor Kovalcík|Tomás Grosup|Jakub Lokoc
doi dblp
Denoising Clinical Notes for Medical Literature Retrieval with Convolutional Neural Model.
Luca Soldaini|Andrew Yates|Nazli Goharian
doi dblp
Volume Ranking and Sequential Selection in Programmatic Display Advertising.
Yuxuan Song|Kan Ren|Han Cai|Weinan Zhang|Yong Yu
doi dblp
SIMD-Based Multiple Sets Intersection with Dual-Scale Search Algorithm.
Xingshen Song|Yuexiang Yang|Xiaoyong Li
doi dblp
Soft Seeded SSL Graphs for Unsupervised Semantic Similarity-based Retrieval.
Avikalp Srivastava|Madhav Datt
doi dblp
How Safe is Your (Taxi) Driver?
Rade Stanojevic
doi dblp
Building Natural Language Interfaces to Web APIs.
Yu Su|Ahmed Hassan Awadallah|Madian Khabsa|Patrick Pantel|Michael Gamon|Mark J. Encarnación
doi dblp
A Non-negative Symmetric Encoder-Decoder Approach for Community Detection.
Bing-Jie Sun|Huawei Shen|Jinhua Gao|Wentao Ouyang|Xueqi Cheng
doi dblp
Interactive Spatial Keyword Querying with Semantics.
Jiabao Sun|Jiajie Xu|Kai Zheng|Chengfei Liu
doi dblp
Hierarchical Module Classification in Mixed-initiative Conversational Agent System.
Sia Xin Yun Suzanna|Anthony Lianjie Li
doi dblp
QALink: Enriching Text Documents with Relevant Q&A Site Contents.
Yixuan Tang|Weilong Huang|Qi Liu|Anthony K. H. Tung|Xiaoli Wang|Jisong Yang|Beibei Zhang
doi dblp
Sentence Retrieval with Sentiment-specific Topical Anchoring for Review Summarization.
Jiaxing Tan|Alexander Kotov|Rojiar Pir Mohammadiani|Yumei Huo
doi dblp
Representation Learning of Large-Scale Knowledge Graphs via Entity Feature Combinations.
Zhen Tan|Xiang Zhao|Wei Wang
doi dblp
Dyadic Memory Networks for Aspect-based Sentiment Analysis.
Yi Tay|Luu Anh Tuan|Siu Cheung Hui
doi dblp
Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs.
Yi Tay|Luu Anh Tuan|Minh C. Phan|Siu Cheung Hui
doi dblp
Anomaly Detection in Dynamic Networks using Multi-view Time-Series Hypersphere Learning.
Xian Teng|Yu-Ru Lin|Xidao Wen
doi dblp
Users Are Known by the Company They Keep: Topic Models for Viewpoint Discovery in Social Networks.
Thibaut Thonet|Guillaume Cabanac|Mohand Boughanem|Karen Pinel-Sauvagnat
doi dblp
Visualizing Deep Neural Networks with Interaction of Super-pixels.
Shixin Tian|Ying Cai
doi dblp
Collecting Non-Geotagged Local Tweets via Bandit Algorithms.
Saki Ueda|Yuto Yamaguchi|Hiroyuki Kitagawa
doi dblp
BoostVHT: Boosting Distributed Streaming Decision Trees.
Theodore Vasiloudis|Foteini Beligianni|Gianmarco De Francisci Morales
doi dblp
Extracting Records from the Web Using a Signal Processing Approach.
Roberto Panerai Velloso|Carina F. Dorneles
doi dblp
A Temporal Attentional Model for Rumor Stance Classification.
Amir Pouran Ben Veyseh|Javid Ebrahimi|Dejing Dou|Daniel Lowd
doi dblp
Blockchain-based Data Management and Analytics for Micro-insurance Applications.
Hoang Tam Vo|Lenin Mehedy|Mukesh K. Mohania|Ermyas Abebe
doi dblp
Data Driven Chiller Plant Energy Optimization with Domain Knowledge.
Hoang Dung Vu|Xiaoyan Yang|Sven J. Körner|Kok-Soon Chai|Bryan D. Keating|Nurislam Tursynbek|Boyan Xu|Kaige Yang|Sven J. Körner|Xiaoyan Yang|Zhenjie Zhang
doi dblp
Attributed Signed Network Embedding.
Suhang Wang|Charu C. Aggarwal|Jiliang Tang|Huan Liu
doi dblp
Coupled Sparse Matrix Factorization for Response Time Prediction in Logistics Services.
Yuqi Wang|Jiannong Cao|Lifang He|Wengen Li|Lichao Sun|Philip S. Yu
doi dblp
Using Knowledge Graphs to Explain Entity Co-occurrence in Twitter.
Yiwei Wang|Mark James Carman|Yuan-Fang Li
doi dblp
CleanCloud: Cleaning Big Data on Cloud.
Hongzhi Wang|Xiaoou Ding|Xiangying Chen|Jianzhong Li|Hong Gao
doi dblp
Understanding and Predicting Weight Loss with Mobile Social Networking Data.
Zhiwei Wang|Tyler Derr|Dawei Yin|Jiliang Tang
doi dblp
Improving the Gain of Visual Perceptual Behaviour on Topic Modeling for Text Recommendation.
Cheng Wang|Yujuan Fang|Zheng Tan|Yuan He
doi dblp
From Fingerprint to Footprint: Revealing Physical World Privacy Leakage by Cyberspace Cookie Logs.
Huandong Wang|Chen Gao|Yong Li|Zhi-Li Zhang|Depeng Jin
doi dblp
Interactive Social Recommendation.
Xin Wang|Steven C. H. Hoi|Chenghao Liu|Martin Ester
doi dblp
A Matrix-Vector Recurrent Unit Model for Capturing Compositional Semantics in Phrase Embeddings.
Rui Wang|Wei Liu|Chris McDonald
doi dblp
MGAE: Marginalized Graph Autoencoder for Graph Clustering.
Chun Wang|Shirui Pan|Guodong Long|Xingquan Zhu|Jing Jiang
doi dblp
Semantic Annotation for Places in LBSN through Graph Embedding.
Yan Wang|Zongxu Qin|Jun Pang|Yang Zhang|Jin Xin
doi dblp
Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks.
Chenguang Wang|Yangqiu Song|Haoran Li|Yizhou Sun|Ming Zhang|Jiawei Han
doi dblp
A Study of Feature Construction for Text-based Forecasting of Time Series Variables.
Yiren Wang|Dominic Seyler|Shubhra Kanti Karmaker Santu|ChengXiang Zhai
doi dblp
Joint Topic-Semantic-aware Social Recommendation for Online Voting.
Hongwei Wang|Jia Wang|Miao Zhao|Jiannong Cao|Minyi Guo
doi dblp
Integrating Side Information for Boosting Machine Comprehension.
Yutong Wang|Yixin Xu|Min Yang|Zhou Zhao|Jun Xiao|Yueting Zhuang
doi dblp
Interactive Analytics System for Exploring Outliers.
Mingrui Wei|Lei Cao|Chris Cormier|Hui Zheng|Elke A. Rundensteiner
doi dblp
Unsupervised Feature Selection with Heterogeneous Side Information.
Xiaokai Wei|Bokai Cao|Philip S. Yu
doi dblp
Crowdsourced Selection on Multi-Attribute Data.
Xueping Weng|Guoliang Li|Huiqi Hu|Jianhua Feng
doi dblp
An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications.
Joyce Jiyoung Whang
doi dblp
Non-Exhaustive, Overlapping Co-Clustering.
Joyce Jiyoung Whang|Inderjit S. Dhillon
doi dblp
Simulating Zero-Resource Spoken Term Discovery.
Jerome White|Douglas W. Oard
doi dblp
Algorithmic Bias: Do Good Systems Make Relevant Documents More Retrievable?
Colin Wilkie|Leif Azzopardi
doi dblp
Does That Mean You're Happy?: RNN-based Modeling of User Interaction Sequences to Detect Good Abandonment.
Kyle Williams|Imed Zitouni
doi dblp
Additional Workshops Co-located with CIKM 2017.
Marianne Winslett
doi dblp
A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling.
Hao Wu|Weiwei Sun|Baihua Zheng
doi dblp
Conflict of Interest Declaration and Detection System in Heterogeneous Networks.
Siyuan Wu|Leong Hou U|Sourav S. Bhowmick|Wolfgang Gatterbauer
doi dblp
Returning is Believing: Optimizing Long-term User Engagement in Recommender Systems.
Qingyun Wu|Hongning Wang|Liangjie Hong|Yue Shi
doi dblp
Session-aware Information Embedding for E-commerce Product Recommendation.
Chen Wu|Ming Yan
doi dblp
A New Approach to Compute CNNs for Extremely Large Images.
Sai Wu|Mengdan Zhang|Gang Chen|Ke Chen
doi dblp
Common-Specific Multimodal Learning for Deep Belief Network.
Changsheng Xiang|Xiaoming Jin
doi dblp
Learning and Transferring Social and Item Visibilities for Personalized Recommendation.
Xiao Lin|Min Zhang|Yongfeng Zhang|Yiqun Liu|Shaoping Ma
doi dblp
Automatic Navbox Generation by Interpretable Clustering over Linked Entities.
Chenhao Xie|Lihan Chen|Jiaqing Liang|Kezun Zhang|Yanghua Xiao|Hanghang Tong|Haixun Wang|Wei Wang
doi dblp
JointSem: Combining Query Entity Linking and Entity based Document Ranking.
Chenyan Xiong|Zhengzhong Liu|Jamie Callan|Eduard H. Hovy
doi dblp
Query and Animate Multi-attribute Trajectory Data.
Jianqiu Xu|Ralf Hartmut Güting
doi dblp
Learning to Rank with Query-level Semi-supervised Autoencoders.
Bo Xu|Hongfei Lin|Yuan Lin|Kan Xu
doi dblp
MultiSentiNet: A Deep Semantic Network for Multimodal Sentiment Analysis.
Nan Xu|Wenji Mao
doi dblp
Attentive Graph-based Recursive Neural Network for Collective Vertex Classification.
Qiongkai Xu|Qing Wang|Chenchen Xu|Lizhen Qu
doi dblp
Select Your Questions Wisely: For Entity Resolution With Crowd Errors.
Vijaya Krishna Yalavarthi|Xiangyu Ke|Arijit Khan
doi dblp
Understanding Database Performance Inefficiencies in Real-world Web Applications.
Cong Yan|Alvin Cheung|Junwen Yang|Shan Lu
doi dblp
When Deep Learning Meets Transfer Learning.
Qiang Yang
doi dblp
Bayesian Heteroscedastic Matrix Factorization for Conversion Rate Prediction.
Hongxia Yang
doi dblp
From Properties to Links: Deep Network Embedding on Incomplete Graphs.
Dejian Yang|Senzhang Wang|Chaozhuo Li|Xiaoming Zhang|Zhoujun Li
doi dblp
On Migratory Behavior in Video Consumption.
Huan Yan|Tzu-Heng Lin|Gang Wang|Yong Li|Haitao Zheng|Depeng Jin|Ben Y. Zhao
doi dblp
SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories.
Di Yao|Chao Zhang|Jian-Hui Huang|Jingping Bi
doi dblp
Nationality Classification Using Name Embeddings.
Junting Ye|Shuchu Han|Yifan Hu|Baris Coskun|Meizhu Liu|Hong Qin|Steven Skiena
doi dblp
Tone Analyzer for Online Customer Service: An Unsupervised Model with Interfered Training.
Peifeng Yin|Zhe Liu|Anbang Xu|Taiga Nakamura
doi dblp
Sybil Defense in Crowdsourcing Platforms.
Dong Yuan|Guoliang Li|Qi Li|Yudian Zheng
doi dblp
Detecting Multiple Periods and Periodic Patterns in Event Time Sequences.
Quan Yuan|Jingbo Shang|Xin Cao|Chao Zhang|Xinhe Geng|Jiawei Han
doi dblp
Spectrum-based Deep Neural Networks for Fraud Detection.
He Tan|Shuhan Yuan|Xintao Wu|Xintao Wu|He Tan|Jun Li|Aidong Lu
doi dblp
Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation.
Chia-An Yu|Tak-Shing Chan|Yi-Hsuan Yang
doi dblp
Fast Algorithms for Pareto Optimal Group-based Skyline.
Wenhui Yu|Zheng Qin|Jinfei Liu|Li Xiong|Xu Chen|Huidi Zhang
doi dblp
FA*IR: A Fair Top-k Ranking Algorithm.
Meike Zehlike|Francesco Bonchi|Carlos Castillo|Sara Hajian|Mohamed Megahed|Ricardo Baeza-Yates
doi dblp
Joint Representation Learning for Top-N Recommendation with Heterogeneous Information Sources.
Yongfeng Zhang|Qingyao Ai|Xu Chen|W. Bruce Croft
doi dblp
MIKE: Keyphrase Extraction by Integrating Multidimensional Information.
Yuxiang Zhang|Yaocheng Chang|Xiaoqing Liu|Sujatha Das Gollapalli|Xiaoli Li|Chunjing Xiao
doi dblp
BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion.
Jiawei Zhang|Limeng Cui|Philip S. Yu|Yuanhua Lv
doi dblp
Probabilistic Skyline on Incomplete Data.
Kaiqi Zhang|Hong Gao|Xixian Han|Zhipeng Cai|Jianzhong Li
doi dblp
Name Disambiguation in Anonymized Graphs using Network Embedding.
Baichuan Zhang|Mohammad Al Hasan
doi dblp
Temporal Analog Retrieval using Transformation over Dual Hierarchical Structures.
Yating Zhang|Adam Jatowt|Katsumi Tanaka
doi dblp
RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation.
Yu Zhang|Wei Wei|Binxuan Huang|Kathleen M. Carley|Yan Zhang
doi dblp
Learning Node Embeddings in Interaction Graphs.
Yao Zhang|Yun Xiong|Xiangnan Kong|Yangyong Zhu
doi dblp
Predicting Startup Crowdfunding Success through Longitudinal Social Engagement Analysis.
Qizhen Zhang|Tengyuan Ye|Meryem Essaidi|Shivani Agarwal|Vincent Liu|Boon Thau Loo
doi dblp
Communication-Efficient Distributed Skyline Computation.
Haoyu Zhang|Qin Zhang
doi dblp
Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data.
Xuchao Zhang|Anisoara Nica|Liang Zhao|Arnold P. Boedihardjo|Chang-Tien Lu|Naren Ramakrishnan
doi dblp
Destination-aware Task Assignment in Spatial Crowdsourcing.
Yan Zhao|Yang Li|Yu Wang|Han Su|Kai Zheng
doi dblp
Modeling Temporal-Spatial Correlations for Crime Prediction.
Xiangyu Zhao|Jiliang Tang
doi dblp
Missing Value Learning.
Zhi-Lin Zhao|Chang-Dong Wang|Kun-Yu Lin|Jian-Huang Lai
doi dblp
Dual Learning for Cross-domain Image Captioning.
Wei Zhao|Wei Xu|Min Yang|Jianbo Ye|Zhou Zhao|Yabing Feng|Yu Qiao
doi dblp
Natural Language Question/Answering: Let Users Talk With The Knowledge Graph.
Weiguo Zheng|Hong Cheng|Lei Zou|Jeffrey Xu Yu|Kangfei Zhao
doi dblp
Semi-Supervised Event-related Tweet Identification with Dynamic Keyword Generation.
Xin Zheng|Aixin Sun|Sibo Wang|Jialong Han
doi dblp
Capturing Feature-Level Irregularity in Disease Progression Modeling.
Kaiping Zheng|Wei Wang|Jinyang Gao|Kee Yuan Ngiam|Beng Chin Ooi|James Wei Luen Yip
doi dblp
Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory.
Yanan Zheng|Lijie Wen|Jianmin Wang|Jun Yan|Lei Ji
doi dblp
Local Ensemble across Multiple Sources for Collaborative Filtering.
Jing Zheng|Fuzhen Zhuang|Chuan Shi
doi dblp
ClaimVerif: A Real-time Claim Verification System Using the Web and Fact Databases.
Shi Zhi|Yicheng Sun|Jiayi Liu|Chao Zhang|Jiawei Han
doi dblp
POOLSIDE: An Online Probabilistic Knowledge Base for Shopping Decision Support.
Ping Zhong|Zhanhuai Li|Qun Chen|Yanyan Wang|Lianping Wang|Murtadha H. M. Ahmed|Fengfeng Fan
doi dblp
Learning Knowledge Embeddings by Combining Limit-based Scoring Loss.
Xiaofei Zhou|Qiannan Zhu|Ping Liu|Li Guo
doi dblp
Knowledge-based Question Answering by Jointly Generating, Copying and Paraphrasing.
Shuguang Zhu|Xiang Cheng|Sen Su|Shuang Lang
doi dblp
Outlier Detection in Sparse Data with Factorization Machines.
Mengxiao Zhu|Charu C. Aggarwal|Shuai Ma|Hui Zhang|Jinpeng Huai
doi dblp
Understanding Engagement through Search Behaviour.
Mengdie Zhuang|Gianluca Demartini|Elaine G. Toms
doi dblp
Hike: A Hybrid Human-Machine Method for Entity Alignment in Large-Scale Knowledge Bases.
Yan Zhuang|Guoliang Li|Zhuojian Zhong|Jianhua Feng
doi dblp
Cluster-level Emotion Pattern Matching for Cross-Domain Social Emotion Classification.
Endong Zhu|Yanghui Rao|Haoran Xie|Yuwei Liu|Jian Yin|Fu Lee Wang
doi dblp
Broad Learning based Multi-Source Collaborative Recommendation.
Junxing Zhu|Jiawei Zhang|Lifang He|Quanyuan Wu|Bin Zhou|Chenwei Zhang|Philip S. Yu
doi dblp
Deep Learning Based Forecasting of Critical Infrastructure Data.
Zahra Zohrevand|Uwe Glässer|Mohammad A. Tayebi|Hamed Yaghoubi Shahir|Mehdi Shirmaleki|Amir Yaghoubi Shahir