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Author
Index
Jacobs,
Jeff
Information
Cartography: Creating Zoomable, Large-Scale Maps of Information
(Page 1097)
Jagadish,
H. V.
WiseMarket:
A New Paradigm for Managing Wisdom of Online Social Users
(Page 455)
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Jaimes,
Alejandro
Automatic
Selection of Social Media Responses to News
(Page 50)
Jensen,
David
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Jha,
Madhav
A
Space Efficient Streaming Algorithm for Triangle Counting Using the
Birthday Paradox
(Page 589)
Ji,
Heng
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Jiang,
Huijing
Robust
Sparse Estimation of Multiresponse Regression and Inverse Covariance
Matrix via the L2 Distance
(Page 293)
Jiang,
Yexi
FIU-Miner:
A Fast, Integrated, and User-Friendly System for Data Mining in Distributed
Environment (Page
1506)
Jie,
Luo
A
Unified Search Federation System Based on Online User Feedback
(Page 1195)
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Jin,
Fang
Forex-Foreteller:
Currency Trend Modeling Using News Articles
(Page 1470)
Jin,
Shifei
Cascading
Outbreak Prediction in Networks: A Data-Driven Approach
(Page 901)
Joachims,
Thorsten
Beyond
Myopic Inference in Big Data Pipelines
(Page 86)
Multi-Space
Probabilistic Sequence Modeling
(Page 865)
Joglekar,
Manas
Evaluating
the Crowd with Confidence
(Page 686)
Johnson,
Aaron
Privacy-Preserving
Data Exploration in Genome-Wide Association Studies
(Page 1079)
Jones,
Joshua
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Jordan,
Michael I.
A
General Bootstrap Performance Diagnostic
(Page 419)
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Junqueira,
Flavio P.
Exploiting
User Clicks for Automatic Seed Set Generation for Entity Matching
(Page 980)
Kabbur,
Santosh
FISM:
Factored Item Similarity Models for Top-N Recommender Systems
(Page 659)
Kamdem
Kengne, Christiane
Efficiently
Rewriting Large Multimedia Application Execution Traces with Few Event
Sequences (Page
1348)
Kanade,
Rucha
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Kao,
Anne
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Kapoor,
Komal
Measuring
Spontaneous Devaluations in User Preferences
(Page 1061)
Karamshuk,
Dmytro
Geo-Spotting:
Mining Online Location-Based Services for Optimal Retail Store Placement
(Page 793)
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Karrer,
Brian
Graph
Cluster Randomization: Network Exposure to Multiple Universes
(Page 329)
Karypis,
George
FISM:
Factored Item Similarity Models for Top-N Recommender Systems
(Page 659)
Kashima,
Hisashi
Statistical
Quality Estimation for General Crowdsourcing Tasks
(Page 554)
Kasneci,
Gjergji
SiGMa:
Simple Greedy Matching for Aligning Large Knowledge Bases
(Page 572)
Kaya,
Oguz
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Keogh,
Eamonn
DTW-D:
Time Series Semi-Supervised Learning from a Single Example
(Page 383)
Towards
Never-Ending Learning from Time Series Streams
(Page 874)
Kermany,
Einat
Analysis
of Advanced Meter Infrastructure Data of Water Consumption in Apartment
Buildings (Page
1159)
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Kim,
Jinha
TurboGraph:
A Fast Parallel Graph Engine Handling Billion-Scale Graphs in a Single
PC (Page 77)
Kim,
Min-Soo
TurboGraph:
A Fast Parallel Graph Engine Handling Billion-Scale Graphs in a Single
PC (Page 77)
Kim,
Younghun
Heat
Pump Detection from Coarse Grained Smart Meter Data with Positive and
Unlabeled Learning
(Page 1330)
Kirk,
Cory
Mining
for Geographically Disperse Communities in Social Networks by Leveraging
Distance Modularity
(Page 1402)
Kirshner,
Sergey
Learning
Mixed Kronecker Product Graph Models with Simulated Method of Moments
(Page 1052)
Kishimoto,
Akihiro
Succinct
Interval-Splitting Tree for Scalable Similarity Search of Compound-Protein
Pairs with Property Constraints
(Page 176)
Kleinberg,
Jon
Graph
Cluster Randomization: Network Exposure to Multiple Universes
(Page 329)
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Kleinberg,
Robert
Trace
Complexity of Network Inference
(Page 491)
Kleiner,
Ariel
A
General Bootstrap Performance Diagnostic
(Page 419)
Kohavi,
Ron
Online
Controlled Experiments at Large Scale
(Page 1168)
Koller,
Daphne
The
Online Revolution: Education for Everyone
(Page 2)
Kong,
Deguang
Discriminant
Malware Distance Learning on Structural Information for Automated Malware
Classification
(Page 1357)
Kong,
Xiangnan
Multi-Label
Classification by Mining Label and Instance Correlations from Heterogeneous
Information Networks
(Page 614)
Koren,
Yehuda
Research
Track Program Chairs' Welcome Message
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Kostakos,
Vassilis
An
Online System with End-User Services: Mining Novelty Concepts from TV
Broadcast Subtitles
(Page 1486)
Kotera,
Masaaki
Succinct
Interval-Splitting Tree for Scalable Similarity Search of Compound-Protein
Pairs with Property Constraints
(Page 176)
Koudas,
Nick
Information
Cascade at Group Scale
(Page 401)
Koutra,
Danai
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Kranzler,
Henry R.
Quadratic
Optimization to Identify Highly Heritable Quantitative Traits from Complex
Phenotypic Features
(Page 811)
Krishnan,
Ramayya
Adaptive
Collective Routing Using Gaussian Process Dynamic Congestion Models
(Page 704)
Kuang,
Da
Fast
Rank-2 Nonnegative Matrix Factorization for Hierarchical Document Clustering
(Page 739)
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Kubica,
Jeremy
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Kumar,
Abhinav
Spotting
Opinion Spammers Using Behavioral Footprints
(Page 632)
Kumar,
Shamanth
Understanding
Twitter Data with TweetXplorer
(Page 1482)
Kung,
Perng-Hwa
Unsupervised
Link Prediction Using Aggregative Statistics on Heterogeneous Social
Networks (Page
775)
Kuo,
Tsung-Ting
Unsupervised
Link Prediction Using Aggregative Statistics on Heterogeneous Social
Networks (Page
775)
Kutzkov,
Konstantin
STRIP:
Stream Learning of Influence Probabilities
(Page 275)
La
Porta, Thomas
Mining
Lines in the Sand: On Trajectory Discovery from Untrustworthy Data in
Cyber-Physical System
(Page 410)
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Laclavík,
Michal
On
Community Detection in Real-World Networks and the Importance of Degree
Assortativity
(Page 1007)
Lacoste-Julien,
Simon
SiGMa:
Simple Greedy Matching for Aligning Large Knowledge Bases
(Page 572)
Lakshmanan,
Laks V.S.
KeySee:
Supporting Keyword Search on Evolving Events in Social Streams
(Page 1478)
The
Bang for the Buck: Fair Competitive Viral Marketing From the Host Perspective
(Page 928)
Lamkhede,
Sudarshan
A
Unified Search Federation System Based on Online User Feedback
(Page 1195)
Lawrence,
Richard D.
Amplifying
the Voice of Youth in Africa via Text Analytics
(Page 1204)
MI2LS:
Multi-Instance Learning from Multiple Information Sources
(Page 149)
Lee,
Conrad
Link
Prediction with Social Vector Clocks
(Page 784)
Lee,
Jay-Yoon
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
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Lee,
Jeong-Hoon
TurboGraph:
A Fast Parallel Graph Engine Handling Billion-Scale Graphs in a Single
PC (Page 77)
Lee,
Kathy
Real-Time
Disease Surveillance Using Twitter Data: Demonstration on Flu and Cancer
(Page 1474)
Lee,
Mong Li
Making
Recommendations from Multiple Domains
(Page 892)
Lee,
Pei
KeySee:
Supporting Keyword Search on Evolving Events in Social Streams
(Page 1478)
Lee,
Sangyeon
TurboGraph:
A Fast Parallel Graph Engine Handling Billion-Scale Graphs in a Single
PC (Page 77)
Lee,
Wang-Chien
Silence
Is Also Evidence: Interpreting Dwell Time for Recommendation from Psychological
Perspective (Page
989)
Lei,
Kin Hou
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
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Lei,
Ming
FIU-Miner:
A Fast, Integrated, and User-Friendly System for Data Mining in Distributed
Environment (Page
1506)
LePendu,
Paea
Empirical
Bayes Model to Combine Signals of Adverse Drug Reactions
(Page 1339)
Leskovec,
Jure
Information
Cartography: Creating Zoomable, Large-Scale Maps of Information
(Page 1097)
Leung,
Alice
Mining
Lines in the Sand: On Trajectory Discovery from Untrustworthy Data in
Cyber-Physical System
(Page 410)
Leung,
Cane Wing-ki
Collaborative
Boosting for Activity Classification in Microblogs
(Page 482)
Leyton-Brown,
Kevin
Auto-WEKA:
Combined Selection and Hyperparameter Optimization of Classification
Algorithms (Page
847)
Li,
Guoliang
Location-Aware
Publish/Subscribe
(Page 802)
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Li,
Hongtai
FIU-Miner:
A Fast, Integrated, and User-Friendly System for Data Mining in Distributed
Environment (Page
1506)
Li,
Jie
Predictive
Model Performance: Offline and Online Evaluations
(Page 1294)
Li,
Jingxuan
FIU-Miner:
A Fast, Integrated, and User-Friendly System for Data Mining in Distributed
Environment (Page
1506)
Li,
Lei
FIU-Miner:
A Fast, Integrated, and User-Friendly System for Data Mining in Distributed
Environment (Page
1506)
iHR:
An Online Recruiting System for Xiamen Talent Service Center
(Page 1177)
Why
People Hate Your App - Making Sense of User Feedback in a Mobile App
Store (Page 1276)
Li,
Ping
Exact
Sparse Recovery with L0 Projections
(Page 302)
Li,
Qi
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Li,
Tao
An
Integrated Framework for Optimizing Automatic Monitoring Systems in
Large IT Infrastructures
(Page 1249)
FIU-Miner:
A Fast, Integrated, and User-Friendly System for Data Mining in Distributed
Environment (Page
1506)
iHR:
An Online Recruiting System for Xiamen Talent Service Center
(Page 1177)
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Li,
Xiaoxiao
SAE:
Social Analytic Engine for Large Networks
(Page 1502)
Li,
Xiaoyi
Multi-Source
Deep Learning for Information Trustworthiness Estimation
(Page 766)
Li,
Yanen
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Li,
Yang
Mining
Evidences for Named Entity Disambiguation
(Page 1070)
Liberty,
Edo
Simple
and Deterministic Matrix Sketching
(Page 581)
Lin,
Cindy Xide
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Lin,
Hao
SEA:
A System for Event Analysis on Chinese Tweets
(Page 1498)
Lin,
Jialiu
Why
People Hate Your App - Making Sense of User Feedback in a Mobile App
Store (Page 1276)
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Lin,
Jimmy
Dynamic
Memory Allocation Policies for Postings in Real-Time Twitter Search
(Page 1186)
Lin,
Shan-Wei
Indexed
Block Coordinate Descent for Large-Scale Linear Classification with
Limited Memory
(Page 248)
Lin,
Shou-De
Indexed
Block Coordinate Descent for Large-Scale Linear Classification with
Limited Memory
(Page 248)
Unsupervised
Link Prediction Using Aggregative Statistics on Heterogeneous Social
Networks (Page
775)
Lin,
Shuyang
Extracting
Social Events for Learning Better Information Diffusion Models
(Page 365)
Lin,
Ting-Wei
Indexed
Block Coordinate Descent for Large-Scale Linear Classification with
Limited Memory
(Page 248)
Lin,
Wenqing
Efficient
Single-Source Shortest Path and Distance Queries on Large Graphs
(Page 998)
Lin,
Yu-Feng
Mining
High Utility Episodes in Complex Event Sequences
(Page 536)
Lin,
Yung-Hsiang
Inferring
Distant-Time Location in Low-Sampling-Rate Trajectories
(Page 1454)
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Liu,
Bin
Learning
Geographical Preferences for Point-of-Interest Recommendation
(Page 1043)
Liu,
Bing
Spotting
Opinion Spammers Using Behavioral Footprints
(Page 632)
Liu,
Chunyang
Summarizing
Probabilistic Frequent Patterns: A Fast Approach
(Page 527)
Liu,
Dan
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Liu,
Debing
SAE:
Social Analytic Engine for Large Networks
(Page 1502)
Liu,
Furui
U-Air:
When Urban Air Quality Inference Meets Big Data
(Page 1436)
Liu,
Hongfu
SEA:
A System for Event Analysis on Chinese Tweets
(Page 1498)
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Liu,
Huan
A
Tool for Collecting Provenance Data in Social Media
(Page 1462)
Connecting
Users Across Social Media Sites: A Behavioral-Modeling Approach
(Page 41)
Understanding
Twitter Data with TweetXplorer
(Page 1482)
Liu,
Jialu
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Selective
Sampling on Graphs for Classification
(Page 131)
Liu,
Ling
Social
Influence Based Clustering of Heterogeneous Information Networks
(Page 338)
Liu,
Shaobo
Inferring
Social Roles and Statuses in Social Networks
(Page 695)
Liu,
Shixia
Mining
Evolutionary Multi-Branch Trees from Text Streams
(Page 722)
Liu,
Shusen
Psychological
Advertising: Exploring User Psychology for Click Prediction in Sponsored
Search (Page 563)
Liu,
Siyuan
Adaptive
Collective Routing Using Gaussian Process Dynamic Congestion Models
(Page 704)
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Liu,
Tie-Yan
Psychological
Advertising: Exploring User Psychology for Click Prediction in Sponsored
Search (Page 563)
Liu,
Wei
A
Time-Dependent Enhanced Support Vector Machine for Time Series Regression
(Page 946)
Liu,
Weiguo
Query
Clustering Based on Bid Landscape for Sponsored Search Auction Optimization
(Page 1150)
Liu,
Yan
Fast
Structure Learning in Generalized Stochastic Processes with Latent Factors
(Page 284)
Liu,
Yichi
LAFT-Explorer:
Inferring, Visualizing and Predicting How Your Social Network Expands
(Page 1510)
Loaiza-Lemos,
Francisco
Exploratory
Analysis of Highly Heterogeneous Document Collections
(Page 1375)
Lou,
Yin
Accurate
Intelligible Models with Pairwise Interactions
(Page 623)
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Lozano,
Aurélie C.
Robust
Sparse Estimation of Multiresponse Regression and Inverse Covariance
Matrix via the L2 Distance
(Page 293)
Lu,
Chang-Tien
STED:
Semi-Supervised Targeted-Interest Event Detection in Twitter
(Page 1466)
Lu,
Wei
The
Bang for the Buck: Fair Competitive Viral Marketing From the Host Perspective
(Page 928)
Lu,
Zhaosong
FeaFiner:
Biomarker Identification from Medical Data through Feature Generalization
and Selection
(Page 1034)
Lu,
Zhengdong
Collaborative
Boosting for Activity Classification in Microblogs
(Page 482)
Lucey,
Patrick
Assessing
Team Strategy Using Spatiotemporal Data
(Page 1366)
Luo,
Ping
Linking
Named Entities in Tweets with Knowledge Base via User Interest Modeling
(Page 68)
Silence
Is Also Evidence: Interpreting Dwell Time for Recommendation from Psychological
Perspective (Page
989)
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Luo,
Wei
An
Integrated Framework for Suicide Risk Prediction
(Page 1410)
Ma,
Bo
SAE:
Social Analytic Engine for Large Networks
(Page 1502)
Ma,
Zongyang
Who,
Where, When and What: Discover Spatio-Temporal Topics for Twitter Users
(Page 605)
Machanavajjhala,
Ashwin
Entity
Resolution for Big Data
(Page 1527)
Network
Sampling (Page
1528)
Maciejewski,
Ross
Understanding
Twitter Data with TweetXplorer
(Page 1482)
Magnenat-Thalmann,
Nadia
Who,
Where, When and What: Discover Spatio-Temporal Topics for Twitter Users
(Page 605)
Maiya,
Arun S.
Exploratory
Analysis of Highly Heterogeneous Document Collections
(Page 1375)
Mamidipalli,
Sanjay K.
Heat
Pump Detection from Coarse Grained Smart Meter Data with Positive and
Unlabeled Learning
(Page 1330)
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Mamitsuka,
Hiroshi
Collaborative
Matrix Factorization with Multiple Similarities for Predicting Drug-Target
Interactions (Page
1025)
Mannor,
Shie
Model
Selection in Markovian Processes
(Page 374)
Mao,
Yi
Density-Based
Logistic Regression
(Page 140)
Mappus
IV, Rudolph L.
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Marty,
Raffael
Cyber
Security - How Visual Analytics Unlock Insight
(Page 1139)
Mascolo,
Cecilia
Geo-Spotting:
Mining Online Location-Based Services for Optimal Retail Store Placement
(Page 793)
Matthews,
Iain
Assessing
Team Strategy Using Spatiotemporal Data
(Page 1366)
Mazzawi,
Hanna
Analysis
of Advanced Meter Infrastructure Data of Water Consumption in Apartment
Buildings (Page
1159)
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McColl,
Robert
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
McMahan,
H. Brendan
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Mei,
Qiaozhu
One
Theme in All Views: Modeling Consensus Topics in Multiple Contexts
(Page 5)
Melville,
Prem
Amplifying
the Voice of Youth in Africa via Text Analytics
(Page 1204)
Memory,
Alex
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Menczer,
Filippo
The
Role of Information Diffusion in the Evolution of Social Networks
(Page 356)
Mengshoel,
Ole
Optimizing
Parallel Belief Propagation in Junction Trees Using Regression
(Page 757)
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Metwally,
Ahmed
Scalable
All-Pairs Similarity Search in Metric Spaces
(Page 829)
Michaelis,
Hagai
Analysis
of Advanced Meter Infrastructure Data of Water Consumption in Apartment
Buildings (Page
1159)
Milios,
Evangelos
KeySee:
Supporting Keyword Search on Evolving Events in Social Streams
(Page 1478)
Mirrokni,
Vahab S.
Diversity
Maximization Under Matroid Constraints
(Page 32)
Mo,
Kaixiang
Cross-Task
Crowdsourcing
(Page 677)
Montgomery,
Thomas A.
Experience
from Hosting a Corporate Prediction Market: Benefits Beyond the Forecasts
(Page 1384)
Moore,
Cristopher
Scalable
Text and Link Analysis with Mixed-Topic Link Models
(Page 473)
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Moraal,
Paul E.
Experience
from Hosting a Corporate Prediction Market: Benefits Beyond the Forecasts
(Page 1384)
Morales,
Alex
Synthetic
Review Spamming and Defense
(Page 1088)
Moreno,
Sebastian
Learning
Mixed Kronecker Product Graph Models with Simulated Method of Moments
(Page 1052)
Morstatter,
Fred
Understanding
Twitter Data with TweetXplorer
(Page 1482)
Mu,
Yang
Constrained
Stochastic Gradient Descent for Large-Scale Least Squares Problem
(Page 883)
Mugisha,
Moses
Amplifying
the Voice of Youth in Africa via Text Analytics
(Page 1204)
Mukherjee,
Arjun
Spotting
Opinion Spammers Using Behavioral Footprints
(Page 632)
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