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Author
Index
Abbassi,
Zeinab
Diversity
Maximization Under Matroid Constraints
(Page 32)
Abe,
Makoto
Nonparametric
Hierarchal Bayesian Modeling in Non-Contractual Heterogeneous Survival
Data (Page 668)
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Abrahao,
Bruno
Trace
Complexity of Network Inference
(Page 491)
Agarwal,
Deepak
Estimating
Sharer Reputation via Social Data Calibration
(Page 59)
Agarwal,
Jayshree
Risk-O-Meter:
An Intelligent Clinical Risk Calculator
(Page 1518)
Agarwal,
Sameer
A
General Bootstrap Performance Diagnostic
(Page 419)
Agarwal,
Shivani
SVMpAUCtight:
A New Support Vector Method for Optimizing Partial AUC Based on a Tight
Convex Upper Bound
(Page 167)
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Aggarwal,
Charu
Selective
Sampling on Graphs for Classification
(Page 131)
Aggour,
Kareem S.
Financing
Lead Triggers: Empowering Sales Reps Through Knowledge Discovery and
Fusion (Page 1141)
Agrawal,
Ankit
JobMiner:
A Real-Time System for Mining Job-Related Patterns from Social Media
(Page 1450)
Real-Time
Disease Surveillance Using Twitter Data: Demonstration on Flu and Cancer
(Page 1474)
Ahmed,
Amr
The
Dataminer’s Guide to Scalable Mixed-Membership and Nonparametric Bayesian
Models (Page 1529)
Altinigneli,
Muzaffer Can
Massively
Parallel Expectation Maximization Using Graphics Processing Units
(Page 838)
Anandan,
Rajesh
Amplifying
the Voice of Youth in Africa via Text Analytics
(Page 1204)
Anchuri,
Pranay
Approximate
Graph Mining with Label Costs
(Page 518)
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| |
Asadi,
Nima
Dynamic
Memory Allocation Policies for Postings in Real-Time Twitter Search
(Page 1186)
Assefa,
Solomon
Amplifying
the Voice of Youth in Africa via Text Analytics
(Page 1204)
Baba,
Yukino
Statistical
Quality Estimation for General Crowdsourcing Tasks
(Page 554)
Bache,
Kevin
Text-Based
Measures of Document Diversity
(Page 23)
Backstrom,
Lars
Graph
Cluster Randomization: Network Exposure to Multiple Universes
(Page 329)
Bader,
David A.
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
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| |
Bahadori,
Mohammad Taha
Fast
Structure Learning in Generalized Stochastic Processes with Latent Factors
(Page 284)
Bai,
Xiao
Exploiting
User Clicks for Automatic Seed Set Generation for Entity Matching
(Page 980)
Bailey,
James
A
Time-Dependent Enhanced Support Vector Machine for Time Series Regression
(Page 946)
Bakshy,
Eytan
Uncertainty
in Online Experiments with Dependent Data: An Evaluation of Bootstrap
Methods (Page
1303)
Baras,
Dorit
Analysis
of Advanced Meter Infrastructure Data of Water Consumption in Apartment
Buildings (Page
1159)
Barkol,
Omer
Approximate
Graph Mining with Label Costs
(Page 518)
Baseman,
Robert J.
Improving
Quality Control by Early Prediction of Manufacturing Outcomes
(Page 1258)
Basu
Roy, Senjuti
Risk-O-Meter:
An Intelligent Clinical Risk Calculator
(Page 1518)
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Batista,
Gustavo E.A.P.A
DTW-D:
Time Series Semi-Supervised Learning from a Single Example
(Page 383)
Bei,
Xiaohui
Trial
and Error in Influential Social Networks
(Page 1016)
Berk,
Michael
An
Integrated Framework for Suicide Risk Prediction
(Page 1410)
Bestavros,
Azer
Repetition-Aware
Content Placement in Navigational Networks
(Page 820)
Bettadapura,
Vinay
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Bhandarkar,
Milind
Hadoop:
A View from the Trenches
(Page 1138)
Bhardwaj,
Anurag
Palette
Power: Enabling Visual Search Through Colors
(Page 1321)
Bi,
Jinbo
Quadratic
Optimization to Identify Highly Heritable Quantitative Traits from Complex
Phenotypic Features
(Page 811)
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Bian,
Jiang
Psychological
Advertising: Exploring User Psychology for Click Prediction in Sponsored
Search (Page 563)
Bifet,
Albert
STRIP:
Stream Learning of Influence Probabilities
(Page 275)
Böhm,
Christian
Massively
Parallel Expectation Maximization Using Graphics Processing Units
(Page 838)
Bonchi,
Francesco
Denser
Than the Densest Subgraph: Extracting Optimal Quasi-Cliques with Quality
Guarantees (Page
104)
STRIP:
Stream Learning of Influence Probabilities
(Page 275)
The
Bang for the Buck: Fair Competitive Viral Marketing From the Host Perspective
(Page 928)
The
Role of Information Diffusion in the Evolution of Social Networks
(Page 356)
Bouadjenek,
Mohamed Reda
LAICOS:
An Open Source Platform for Personalized Social Web Search
(Page 1446)
Boulos,
Tom
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Bouzeghoub,
Mokrane
LAICOS:
An Open Source Platform for Personalized Social Web Search
(Page 1446)
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Boyles,
Levi
Stochastic
Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation
(Page 446)
Bradley,
Paul
Industry
Practice Expo Chairs' Welcome Message
Brandes,
Ulrik
Link
Prediction with Social Vector Clocks
(Page 784)
Briscoe,
Erica
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Busch,
Michael
Dynamic
Memory Allocation Policies for Postings in Real-Time Twitter Search
(Page 1186)
Butler,
Patrick
Forex-Foreteller:
Currency Trend Modeling Using News Articles
(Page 1470)
Cai,
Xiao
On
the Equivalent of Low-Rank Linear Regressions and Linear Discriminant
Analysis Based Regressions
(Page 1124)
Callahan,
Devon
Mining
for Geographically Disperse Communities in Social Networks by Leveraging
Distance Modularity
(Page 1402)
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Campello,
Ricardo J. G. B.
Subsampling
for Efficient and Effective Unsupervised Outlier Detection Ensembles
(Page 428)
Canny,
John
Big
Data Analytics with Small Footprint: Squaring the Cloud
(Page 95)
Cao,
Bokai
Multi-Label
Classification by Mining Label and Instance Correlations from Heterogeneous
Information Networks
(Page 614)
Cao,
Caleb Chen
WiseMarket:
A New Paradigm for Managing Wisdom of Online Social Users
(Page 455)
Cao,
Jie
SEA:
A System for Event Analysis on Chinese Tweets
(Page 1498)
Carmichael,
Owen
Network
Discovery via Constrained Tensor Analysis of fMRI Data
(Page 194)
Carr,
Peter
Assessing
Team Strategy Using Spatiotemporal Data
(Page 1366)
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Caruana,
Rich
Accurate
Intelligible Models with Pairwise Interactions
(Page 623)
Castellanos,
Malu
Spotting
Opinion Spammers Using Behavioral Footprints
(Page 632)
Castillo,
Carlos
The
Role of Information Diffusion in the Evolution of Social Networks
(Page 356)
Cavaretta,
Michael J.
Experience
from Hosting a Corporate Prediction Market: Benefits Beyond the Forecasts
(Page 1384)
Chakrabarti,
Deepayan
Speeding
Up Large-Scale Learning with a Social Prior
(Page 650)
Chandola,
Varun
Knowledge
Discovery from Massive Healthcare Claims Data
(Page 1312)
Chang,
Chun-Fu
Indexed
Block Coordinate Descent for Large-Scale Linear Classification with
Limited Memory
(Page 248)
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Chang,
Yi
A
Unified Search Federation System Based on Online User Feedback
(Page 1195)
Chau,
Duen Horng
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Chen,
Bee-Chung
Estimating
Sharer Reputation via Social Data Calibration
(Page 59)
Chen,
Feng
STED:
Semi-Supervised Targeted-Interest Event Detection in Twitter
(Page 1466)
Chen,
Gong
AMETHYST:
A System for Mining and Exploring Topical Hierarchies of Heterogeneous
Data (Page 1458)
Chen,
Huanhuan
Model-Based
Kernel for Efficient Time Series Analysis
(Page 392)
Chen,
Lei
WiseMarket:
A New Paradigm for Managing Wisdom of Online Social Users
(Page 455)
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Chen,
Ling
LCARS:
A Location-Content-Aware Recommender System
(Page 221)
Summarizing
Probabilistic Frequent Patterns: A Fast Approach
(Page 527)
Chen,
Ning
Trial
and Error in Influential Social Networks
(Page 1016)
Chen,
Ping
Towards
Long-Lead Forecasting of Extreme Flood Events: A Data Mining Framework
for Precipitation Cluster Precursors Identification
(Page 1285)
Chen,
Shuo
Multi-Space
Probabilistic Sequence Modeling
(Page 865)
Chen,
Wei
Making
Recommendations from Multiple Domains
(Page 892)
Maximizing
Acceptance Probability for Active Friending in Online Social Networks
(Page 713)
SAE:
Social Analytic Engine for Large Networks
(Page 1502)
Chen,
Wenlin
Density-Based
Logistic Regression
(Page 140)
Chen,
Yanping
DTW-D:
Time Series Semi-Supervised Learning from a Single Example
(Page 383)
Towards
Never-Ending Learning from Time Series Streams
(Page 874)
Chen,
Ye
Predictive
Model Performance: Offline and Online Evaluations
(Page 1294)
Query
Clustering Based on Bid Landscape for Sponsored Search Auction Optimization
(Page 1150)
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Chen,
Yixin
Density-Based
Logistic Regression
(Page 140)
Chen,
Zhengzhang
JobMiner:
A Real-Time System for Mining Job-Related Patterns from Social Media
(Page 1450)
Cheng,
James
Redundancy-Aware
Maximal Cliques
(Page 122)
Cheng,
Wei
Flexible
and Robust Co-Regularized Multi-Domain Graph Clustering
(Page 320)
Cheng,
Xiao
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Cheng,
Yu
JobMiner:
A Real-Time System for Mining Job-Related Patterns from Social Media
(Page 1450)
Chenthamarakshan,
Vijil
Amplifying
the Voice of Youth in Africa via Text Analytics
(Page 1204)
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Chiang,
Meng-Fen
Inferring
Distant-Time Location in Low-Sampling-Rate Trajectories
(Page 1454)
Chierichetti,
Flavio
Trace
Complexity of Network Inference
(Page 491)
Chikkerur,
Sharat
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Chin,
Si-Chi
Risk-O-Meter:
An Intelligent Clinical Risk Calculator
(Page 1518)
Choudhary,
Alok
JobMiner:
A Real-Time System for Mining Job-Related Patterns from Social Media
(Page 1450)
Real-Time
Disease Surveillance Using Twitter Data: Demonstration on Flu and Cancer
(Page 1474)
Chow,
Edmond
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Ciglan,
Marek
On
Community Detection in Real-World Networks and the Importance of Degree
Assortativity
(Page 1007)
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CISL,
Team Members
Scale-Out
Beyond Map-Reduce
(Page 1)
Cong,
Gao
Who,
Where, When and What: Discover Spatio-Temporal Topics for Twitter Users
(Page 605)
Corkill,
Daniel
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Cui,
Bin
LCARS:
A Location-Content-Aware Recommender System
(Page 221)
Cui,
Peng
Cascading
Outbreak Prediction in Networks: A Data-Driven Approach
(Page 901)
Comparing
Apples to Oranges: A Scalable Solution with Heterogeneous Hashing
(Page 230)
Cunningham,
Pádraig
Link
Prediction with Social Vector Clocks
(Page 784)
Dalessandro,
Brian
Scalable
Supervised Dimensionality Reduction Using Clustering
(Page 1213)
Using
Co-Visitation Networks for Detecting Large Scale Online Display Advertising
Exchange Fraud
(Page 1240)
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Danilevsky,
Marina
A
Phrase Mining Framework for Recursive Construction of a Topical Hierarchy
(Page 437)
AMETHYST:
A System for Mining and Exploring Topical Hierarchies of Heterogeneous
Data (Page 1458)
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Das,
Abhimanyu
Debiasing
Social Wisdom
(Page 500)
Das,
Mahashweta
Learning
to Question: Leveraging User Preferences for Shopping Advice
(Page 203)
Das,
Shubhomoy
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Das
Sarma, Atish
Palette
Power: Enabling Visual Search Through Colors
(Page 1321)
Davidson,
Ian
Guided
Learning for Role Discovery (GLRD): Framework, Algorithms, and Applications
(Page 113)
Network
Discovery via Constrained Tensor Analysis of fMRI Data
(Page 194)
Davies,
Alex
SiGMa:
Simple Greedy Matching for Aligning Large Knowledge Bases
(Page 572)
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| |
Davydov,
Eugene
Ad
Click Prediction: A View from the Trenches
(Page 1222)
De
Francisci Morales, Gianmarco
Learning
to Question: Leveraging User Preferences for Shopping Advice
(Page 203)
Deng,
Alex
Online
Controlled Experiments at Large Scale
(Page 1168)
Deng,
Xinwei
Robust
Sparse Estimation of Multiresponse Regression and Inverse Covariance
Matrix via the L2 Distance
(Page 293)
Desai,
Nihit
A
Phrase Mining Framework for Recursive Construction of a Topical Hierarchy
(Page 437)
AMETHYST:
A System for Mining and Exploring Topical Hierarchies of Heterogeneous
Data (Page 1458)
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Dhillon,
Inderjit S.
Research
Track Program Chairs' Welcome Message
Dhurandhar,
Amit
Improving
Quality Control by Early Prediction of Manufacturing Outcomes
(Page 1258)
|
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Di,
Wei
Palette
Power: Enabling Visual Search Through Colors
(Page 1321)
Di-Castro,
Dotan
Model
Selection in Markovian Processes
(Page 374)
Dietterich,
Thomas G.
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Ding,
Bolin
EventCube:
Multi-Dimensional Search and Mining of Structured and Text Data
(Page 1494)
Ding,
Chris
On
the Equivalent of Low-Rank Linear Regressions and Linear Discriminant
Analysis Based Regressions
(Page 1124)
Ding,
Hao
Collaborative
Matrix Factorization with Multiple Similarities for Predicting Drug-Target
Interactions (Page
1025)
Ding,
Wei
Constrained
Stochastic Gradient Descent for Large-Scale Least Squares Problem
(Page 883)
Towards
Long-Lead Forecasting of Extreme Flood Events: A Data Mining Framework
for Precipitation Cluster Precursors Identification
(Page 1285)
Dou,
Liyu
Trial
and Error in Influential Social Networks
(Page 1016)
|
| |
Duan,
Bing
FIU-Miner:
A Fast, Integrated, and User-Friendly System for Data Mining in Distributed
Environment (Page
1506)
DuBois,
Christopher
Stochastic
Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation
(Page 446)
DuMouchel,
William
Empirical
Bayes Model to Combine Signals of Adverse Drug Reactions
(Page 1339)
Ebner,
Dietmar
Ad
Click Prediction: A View from the Trenches
(Page 1222)
Eckles,
Dean
Uncertainty
in Online Experiments with Dependent Data: An Evaluation of Bootstrap
Methods (Page
1303)
Eftekhar,
Milad
Information
Cascade at Group Scale
(Page 401)
El-Arini,
Khalid
Representing
Documents Through Their Readers
(Page 14)
Eliassi-Rad,
Tina
Guided
Learning for Role Discovery (GLRD): Framework, Algorithms, and Applications
(Page 113)
Mining Data from Mobile Devices:
A Survey of Smart Sensing and Analytics
(Page 1524)
|
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Emerson,
Daniel
A
Data Mining Driven Risk Profiling Method for Road Asset Management
(Page 1267)
Emmott,
Andrew
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Erdös,
Dóra
Repetition-Aware
Content Placement in Navigational Networks
(Page 820)
Essa,
Irfan
Detecting
Insider Threats in a Real Corporate Database of Computer Usage Activity
(Page 1393)
Etzioni,
Oren
To
Buy or Not to Buy - That Is the Question
(Page 1133)
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