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Author
Index
Nagano,
Shouichi
Nonparametric
Hierarchal Bayesian Modeling in Non-Contractual Heterogeneous Survival
Data (Page 668)
Naphade,
Milind
Heat
Pump Detection from Coarse Grained Smart Meter Data with Positive and
Unlabeled Learning
(Page 1330)
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Narasimhan,
Harikrishna
SVMpAUCtight:
A New Support Vector Method for Optimizing Partial AUC Based on a Tight
Convex Upper Bound
(Page 167)
Naveh,
Yehuda
Analysis
of Advanced Meter Infrastructure Data of Water Consumption in Apartment
Buildings (Page
1159)
Nayak,
Richi
A
Data Mining Driven Risk Profiling Method for Road Asset Management
(Page 1267)
Neumann,
Chris
Using
"Big Data" to Solve "Small Data" Problems
(Page 1140)
Neville,
Jennifer
Learning
Mixed Kronecker Product Graph Models with Simulated Method of Moments
(Page 1052)
Newman,
David
Text-Based
Measures of Document Diversity
(Page 23)
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Ng,
Andrew
The
Online Revolution: Education for Everyone
(Page 2)
Ng,
Wee Siong
A
"Semi-Lazy" Approach to Probabilistic Path Prediction in Dynamic Environments
(Page 748)
A
Privacy Preserving Framework for Managing Vehicle Data in Road Pricing
Systems (Page
1427)
Ng,
Wilfred
A
Transfer Learning Based Framework of Crowd-Selection on Twitter
(Page 1514)
Nguyen,
Phuong
A
Phrase Mining Framework for Recursive Construction of a Topical Hierarchy
(Page 437)
Nguyen,
Son
AMETHYST:
A System for Mining and Exploring Topical Hierarchies of Heterogeneous
Data (Page 1458)
Nick,
Bobo
Link
Prediction with Social Vector Clocks
(Page 784)
Nicosia,
Vincenzo
Geo-Spotting:
Mining Online Location-Based Services for Optimal Retail Store Placement
(Page 793)
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| |
Nie,
Feiping
On
the Equivalent of Low-Rank Linear Regressions and Linear Discriminant
Analysis Based Regressions
(Page 1124)
Nie,
Lan
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Niemann,
Katja
A
New Collaborative Filtering Approach for Increasing the Aggregate Diversity
of Recommender Systems
(Page 955)
Ning,
Xia
FISM:
Factored Item Similarity Models for Top-N Recommender Systems
(Page 659)
Ning,
Yuanchi
LAFT-Explorer:
Inferring, Visualizing and Predicting How Your Social Network Expands
(Page 1510)
Nishimura,
Joel
Restreaming
Graph Partitioning: Simple Versatile Algorithms for Advanced Balancing
(Page 1106)
Nřrvĺg,
Kjetil
On
Community Detection in Real-World Networks and the Importance of Degree
Assortativity
(Page 1007)
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Noulas,
Anastasios
Geo-Spotting:
Mining Online Location-Based Services for Optimal Retail Store Placement
(Page 793)
Oliver,
Dean
Assessing
Team Strategy Using Spatiotemporal Data
(Page 1366)
Ou,
Mingdong
Comparing
Apples to Oranges: A Scalable Solution with Heterogeneous Hashing
(Page 230)
Oza,
Nikunj
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Pagh,
Rasmus
Fast
and Scalable Polynomial Kernels via Explicit Feature Maps
(Page 239)
Palla,
Konstantina
SiGMa:
Simple Greedy Matching for Aligning Large Knowledge Bases
(Page 572)
Pan,
Wenfu
iHR:
An Online Recruiting System for Xiamen Talent Service Center
(Page 1177)
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Panconesi,
Alessandro
Trace
Complexity of Network Inference
(Page 491)
Panigrahy,
Rina
Debiasing
Social Wisdom
(Page 500)
Papadimitriou,
Spiros
Mining
Data from Mobile Devices: A Survey of Smart Sensing and Analytics
(Page 1524)
Parameswaran,
Aditya
Evaluating
the Crowd with Confidence
(Page 686)
Parekh,
Rajesh
Industry
Practice Expo Chairs' Welcome Message
Park,
Haesun
Fast
Rank-2 Nonnegative Matrix Factorization for Hierarchical Document Clustering
(Page 739)
Park,
Kyungyeol
TurboGraph:
A Fast Parallel Graph Engine Handling Billion-Scale Graphs in a Single
PC (Page 77)
Parthasarathy,
Srinivasan
Scalable
All-Pairs Similarity Search in Metric Spaces
(Page 829)
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Peng,
Wen-Chih
Inferring
Distant-Time Location in Low-Sampling-Rate Trajectories
(Page 1454)
Pennacchiotti,
Marco
Automatic
Selection of Social Media Responses to News
(Page 50)
Perlich,
Claudia
Scalable
Supervised Dimensionality Reduction Using Clustering
(Page 1213)
Using
Co-Visitation Networks for Detecting Large Scale Online Display Advertising
Exchange Fraud
(Page 1240)
Perra,
Nicola
The
Role of Information Diffusion in the Evolution of Social Networks
(Page 356)
Pham,
Ninh
Fast
and Scalable Polynomial Kernels via Explicit Feature Maps
(Page 239)
Phillips,
Todd
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Phung,
Dinh
An
Integrated Framework for Suicide Risk Prediction
(Page 1410)
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Pierce,
Robert
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Pinar,
Ali
A
Space Efficient Streaming Algorithm for Triangle Counting Using the
Birthday Paradox
(Page 589)
Pinel,
Florian
An
Integrated Framework for Optimizing Automatic Monitoring Systems in
Large IT Infrastructures
(Page 1249)
Piramuthu,
Robinson
Palette
Power: Enabling Visual Search Through Colors
(Page 1321)
Plant,
Claudia
Massively
Parallel Expectation Maximization Using Graphics Processing Units
(Page 838)
Plantevit,
Marc
When
TEDDY Meets GrizzLY: Temporal Dependency Discovery for Triggering Road
Deicing Operations
(Page 1490)
Póczos,
Barnabás
Active
Learning and Search on Low-Rank Matrices
(Page 212)
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Pohlmann,
Nils
Online
Controlled Experiments at Large Scale
(Page 1168)
Popescu,
Ana-Maria
Automatic
Selection of Social Media Responses to News
(Page 50)
Powell,
James
Amplifying
the Voice of Youth in Africa via Text Analytics
(Page 1204)
Provost,
Foster
Panel:
A Data Scientist's Guide to Making Money from Start-Ups
(Page 1445)
Scalable
Supervised Dimensionality Reduction Using Clustering
(Page 1213)
Using
Co-Visitation Networks for Detecting Large Scale Online Display Advertising
Exchange Fraud
(Page 1240)
Qiang,
Ruixin
Trial
and Error in Influential Social Networks
(Page 1016)
Raeder,
Troy
Scalable
Supervised Dimensionality Reduction Using Clustering
(Page 1213)
Using
Co-Visitation Networks for Detecting Large Scale Online Display Advertising
Exchange Fraud
(Page 1240)
Rakthanmanon,
Thanawin
Towards
Never-Ending Learning from Time Series Streams
(Page 874)
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Ramakrishnan,
Naren
Forex-Foreteller:
Currency Trend Modeling Using News Articles
(Page 1470)
STED:
Semi-Supervised Targeted-Interest Event Detection in Twitter
(Page 1466)
Ramakrishnan,
Raghu
Scale-Out
Beyond Map-Reduce
(Page 1)
Raman,
Karthik
Beyond
Myopic Inference in Big Data Pipelines
(Page 86)
Ranganath,
Suhas
A
Tool for Collecting Provenance Data in Social Media
(Page 1462)
Ranu,
Sayan
Mining
Discriminative Subgraphs From Global-State Networks
(Page 509)
Ratkiewicz,
Jacob
The
Role of Information Diffusion in the Evolution of Social Networks
(Page 356)
Rautiainen,
Mika
An
Online System with End-User Services: Mining Novelty Concepts from TV
Broadcast Subtitles
(Page 1486)
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Reardon,
Matthew
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Reddy,
Chandan K.
Big
Data Analytics for Healthcare
(Page 1525)
Rees,
Brad
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Ristanoski,
Goce
A
Time-Dependent Enhanced Support Vector Machine for Time Series Regression
(Page 946)
Robardet,
Céline
When
TEDDY Meets GrizzLY: Temporal Dependency Discovery for Triggering Road
Deicing Operations
(Page 1490)
Rolfe,
Robert M.
Exploratory
Analysis of Highly Heterogeneous Document Collections
(Page 1375)
Roos,
Patrick
Mining
for Geographically Disperse Communities in Social Networks by Leveraging
Distance Modularity
(Page 1402)
Roth,
Dan
Mining
Evidences for Named Entity Disambiguation
(Page 1070)
Understanding
Evolution of Research Themes: A Probabilistic Generative Model for Citations
(Page 1115)
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Roth,
Joe
Assessing
Team Strategy Using Spatiotemporal Data
(Page 1366)
Rousset,
Marie-Christine
Efficiently
Rewriting Large Multimedia Application Execution Traces with Few Event
Sequences (Page
1348)
Sadeh,
Norman
Why
People Hate Your App - Making Sense of User Feedback in a Mobile App
Store (Page 1276)
Sahu,
Sambit
Heat
Pump Detection from Coarse Grained Smart Meter Data with Positive and
Unlabeled Learning
(Page 1330)
Salek,
Mahyar
Debiasing
Social Wisdom
(Page 500)
Sander,
Jörg
Subsampling
for Efficient and Effective Unsupervised Outlier Detection Ensembles
(Page 428)
Santana,
Miguel
Efficiently
Rewriting Large Multimedia Application Execution Traces with Few Event
Sequences (Page
1348)
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Sapra,
Rochit
A
Unified Search Federation System Based on Online User Feedback
(Page 1195)
Sapra,
Sharad
Amplifying
the Voice of Youth in Africa via Text Analytics
(Page 1204)
Saraf,
Parang
Forex-Foreteller:
Currency Trend Modeling Using News Articles
(Page 1470)
Sarvanko,
Jouni
An
Online System with End-User Services: Mining Novelty Concepts from TV
Broadcast Subtitles
(Page 1486)
Scellato,
Salvatore
Geo-Spotting:
Mining Online Location-Based Services for Optimal Retail Store Placement
(Page 793)
Schadt,
Eric
Mining
the Digital Universe of Data to Develop Personalized Cancer Therapies
(Page 1134)
Schifanella,
Rossano
The
Role of Information Diffusion in the Evolution of Social Networks
(Page 356)
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Schneider,
Jeff
Active
Learning and Search on Low-Rank Matrices
(Page 212)
Active
Search on Graphs
(Page 731)
Schrater,
Paul
Measuring
Spontaneous Devaluations in User Preferences
(Page 1061)
Schryver,
Jack
Knowledge
Discovery from Massive Healthcare Claims Data
(Page 1312)
Schwaighofer,
Anton
Query
Clustering Based on Bid Landscape for Sponsored Search Auction Optimization
(Page 1150)
Sculley,
D.
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Scuturici,
Vasile-Marian
When
TEDDY Meets GrizzLY: Temporal Dependency Discovery for Triggering Road
Deicing Operations
(Page 1490)
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Sekimoto,
Yoshihide
Modeling
and Probabilistic Reasoning of Population Evacuation During Large-Scale
Disaster (Page
1231)
Self,
Nathan
Forex-Foreteller:
Currency Trend Modeling Using News Articles
(Page 1470)
Senator,
Ted E.
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Industry
Government Track Program Chairs' Welcome
Sengamedu,
Srinivasan H.
Exploiting
User Clicks for Automatic Seed Set Generation for Entity Matching
(Page 980)
Seshadhri,
C.
A
Space Efficient Streaming Algorithm for Triangle Counting Using the
Birthday Paradox
(Page 589)
Sett,
Swaraj
Predictive
Model Performance: Offline and Online Evaluations
(Page 1294)
Shah,
Amar
Discovering
Latent Influence in Online Social Activities via Shared Cascade Poisson
Processes (Page
266)
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Shah,
Nigam H.
Empirical
Bayes Model to Combine Signals of Adverse Drug Reactions
(Page 1339)
Shahaf,
Dafna
Information
Cartography: Creating Zoomable, Large-Scale Maps of Information
(Page 1097)
Shakarian,
Paulo
Mining
for Geographically Disperse Communities in Social Networks by Leveraging
Distance Modularity
(Page 1402)
Shamy,
Moshe
Approximate
Graph Mining with Label Costs
(Page 518)
Shen,
Chao
FIU-Miner:
A Fast, Integrated, and User-Friendly System for Data Mining in Distributed
Environment (Page
1506)
Shen,
Entong
Mining
Frequent Graph Patterns with Differential Privacy
(Page 545)
Shen,
Wei
Linking
Named Entities in Tweets with Knowledge Base via User Interest Modeling
(Page 68)
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Shibasaki,
Ryosuke
Modeling
and Probabilistic Reasoning of Population Evacuation During Large-Scale
Disaster (Page
1231)
Shmatikov,
Vitaly
Privacy-Preserving
Data Exploration in Genome-Wide Association Studies
(Page 1079)
Shwartz,
Larisa
An
Integrated Framework for Optimizing Automatic Monitoring Systems in
Large IT Infrastructures
(Page 1249)
Singh,
Ambuj
Mining
Discriminative Subgraphs From Global-State Networks
(Page 509)
Sistla,
Deepthi
Risk-O-Meter:
An Intelligent Clinical Risk Calculator
(Page 1518)
Small,
David L.
Towards
Long-Lead Forecasting of Extreme Flood Events: A Data Mining Framework
for Precipitation Cluster Precursors Identification
(Page 1285)
Smola,
Alex
The Dataminer’s Guide to Scalable Mixed-Membership
and Nonparametric Bayesian Models
(Page 1529)
Smyth,
Padhraic
Stochastic
Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation
(Page 446)
Text-Based
Measures of Document Diversity
(Page 23)
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Song,
Helen
A
Unified Search Federation System Based on Online User Feedback
(Page 1195)
Song,
Xuan
Modeling
and Probabilistic Reasoning of Population Evacuation During Large-Scale
Disaster (Page
1231)
Song,
Yangqiu
Collaborative
Boosting for Activity Classification in Microblogs
(Page 482)
Mining
Evolutionary Multi-Branch Trees from Text Streams
(Page 722)
Srivastava,
Ashok
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Srivastava,
Jaideep
Measuring
Spontaneous Devaluations in User Preferences
(Page 1061)
Srivastava,
Nisheeth
Measuring
Spontaneous Devaluations in User Preferences
(Page 1061)
Štajner,
Tadej
Automatic
Selection of Social Media Responses to News
(Page 50)
Stieg,
Paul M.
Experience
from Hosting a Corporate Prediction Market: Benefits Beyond the Forecasts
(Page 1384)
Stitelman,
Ori
Scalable
Supervised Dimensionality Reduction Using Clustering
(Page 1213)
Using
Co-Visitation Networks for Detecting Large Scale Online Display Advertising
Exchange Fraud
(Page 1240)
Stoica,
Ion
A
General Bootstrap Performance Diagnostic
(Page 419)
Suen,
Caroline
Information
Cartography: Creating Zoomable, Large-Scale Maps of Information
(Page 1097)
Sukthankar,
Gita
Multi-Label
Relational Neighbor Classification Using Social Context Features
(Page 464)
Sukumar,
Sreenivas R.
Knowledge
Discovery from Massive Healthcare Claims Data
(Page 1312)
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Sullivan,
Patrick F.
Flexible
and Robust Co-Regularized Multi-Domain Graph Clustering
(Page 320)
Sun,
Aixin
Who,
Where, When and What: Discover Spatio-Temporal Topics for Twitter Users
(Page 605)
Sun,
Huan
Synthetic
Review Spamming and Defense
(Page 1088)
Sun,
Jiangwen
Quadratic
Optimization to Identify Highly Heritable Quantitative Traits from Complex
Phenotypic Features
(Page 811)
Sun,
Jimeng
Confluence:
Conformity Influence in Large Social Networks
(Page 347)
FeaFiner:
Biomarker Identification from Medical Data through Feature Generalization
and Selection
(Page 1034)
Big Data Analytics for Healthcare
(Page 1525)
Sun,
Qian
Robust
Principal Component Analysis via Capped Norms
(Page 311)
Sun,
Yizhou
LCARS:
A Location-Content-Aware Recommender System
(Page 221)
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Sundaresan,
Neel
Palette
Power: Enabling Visual Search Through Colors
(Page 1321)
Sutherland,
Dougal J.
Active
Learning and Search on Low-Rank Matrices
(Page 212)
Swaminathan,
Adith
Beyond
Myopic Inference in Big Data Pipelines
(Page 86)
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