A Framework for Benchmarking Entity-Annotation Systems

Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita

Proceedings of the International World Wide Web Conference (WWW) (Practice & Experience Track), ACM (2013) (to appear)

Classifying YouTube Channels: a Practical System

Vincent Simonet

Proceedings of the Web of Linked Entities Workshop 2013, ACM (to appear)

Crowd-Sourced Call Identification and Suppression

Daniel V. Klein, Dean K. Jackson

Federal Trade Commission Robocall Challenge (2013)

Distributed Large-scale Natural Graph Factorization

Amr Ahmed, Nino Shervashidze, Shravan Narayanamurthy,, Vanja Josifovski, Alexander J Smola

Proceedings of the 22nd International World Wide Web Conference (WWW 2013) (to appear)

Efficient and Accurate Label Propagation on Large Graphs and Label Sets

Michele Covell, Shumeet Baluja

Proceedings International Conference on Advances in Multimedia, IARIA (2013)

Focused Marix Factorization for Audience Selection in Display Advertising

Bhargav Kanagal, Amr Ahmed, Sandeep Pandey, Vanja Josifovski, Lluis Garcia-Pueyo, Jeff Yuan

Proceedings of the 29th International Conference on Data Engineering (ICDE) (2013) (to appear)

KDD tutorial: The Dataminer Guide to Scalable Mixed-Membership and Nonparametric Bayesian Models

Amr Ahmed, Alexander J Smola

ACM conference on Knowledge Discovery and Data Mining (KDD) (2013) (to appear)

Latent Factor Models with Additive Hierarchically-smoothed User Preferences

Amr Ahmed, Bhargav Kanagal, Sandeep Pandey, Vanja Josifovski, Lluis Garcia-Pueyo

Proceedings of The 6th ACM International Conference on Web Search and Data Mining (WSDM) (2013) (to appear)

Semantic Queries by Example

Lipyeow Lim, Haixun Wang, Min Wang

Proceedings of the 16th International Conference on Extending Database Technology (EDBT 2013) (to appear)

The Nested Chinese Restaurant Franchise Process: User Tracking and Document Modeling

Amr Ahmed, Liangjie Hong, Alexander J Smola

International Conference on Machine Learning (ICML) (2013) (to appear)

Understanding Latency of Black-Box Service Workloads

Darja Krushevskaja

WWW 2013 (to appear)

A Cross-Lingual Dictionary for English Wikipedia Concepts

Valentin I. Spitkovsky, Angel X. Chang

Eighth International Conference on Language Resources and Evaluation (LREC 2012)

An Integrated Framework for Spatio-Temporal-Textual Search and Mining

Bingsheng Wang, Haili Dong, Arnold Boedihardjo, Chang-Tien Lu, Harland Yu, Ing-Ray Chen, Jing Dai

20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2012), ACM, 2 Penn Plaza, Suite 701, New York, NY 10121, pp. 570-573

Budget Optimization for Online Campaigns with Positive Carryover Effects

Nikolay Archak, Vahab S. Mirrokni, S. Muthukrishnan

WINE (2012), pp. 86-99

Dynamic Covering for Recommendation Systems

Ioannis Antonellis, Anish Das Sarma, Shaddin Dughmi

CIKM (2012)

Extracting Unambiguous Keywords from Microposts Using Web and Query Logs Data

Davi Reis, Felipe Goldstein, Frederico Quintao

Making sense of Microposts (at WWW 2012)

FastEx: Hash Clustering with Exponential Families

Amr Ahmed, Sujith Ravi, Shravan Narayanamurthy, Alex Smola

Proceedings of the 26th Conference on Neural Information Processing Systems. (NIPS) (2012)

Look Who I Found: Understanding the Effects of Sharing Curated Friend Groups

Lujun Fang, Alex Fabrikant, Kristen LeFevre

Proceedings of ACM Web Science 2012, ACM, pp. 137-146

MedLDA: Maximum Margin Supervised Topic Models

Jun Zhu, Amr Ahmed, Eric P. Xing

Journal of Machine Learning Research (2012) (to appear)

Multi-skill Collaborative Teams based on Densest Subgraphs

Amita Gajewar, Atish Das Sarma

SDM (2012) (to appear)

Nowcasting the macroeconomy with search engine data

Hal R. Varian

Proceedings of the fifth ACM international conference on Web search and data mining, ACM, New York, NY, USA (2012), pp. 1-2

Online Selection of Diverse Results

Debmalya Panigrahi, Atish Das Sarma, Gagan Aggarwal, Andrew Tomkins

WSDM (2012) (to appear)

Overlapping clusters for distributed computation

Reid Andersen, David Gleich, Vahab Mirrokni

ACM Conference on Web Search and Data Mining (WSDM) (2012)

PageRank on an evolving graph

Bahman Bahmani, Ravi Kumar, Mohammad Mahdian, Eli Upfal

KDD (2012), pp. 24-32

Spotting fake reviewer groups in consumer reviews

Arjun Mukherjee, Bing Liu, Natalie Glance

Proceedings of the 21st international conference on World Wide Web, ACM, New York, NY, USA (2012), pp. 191-200

The YouTube Social Network

Mirjam Wattenhofer, Roger Wattenhofer, Zack Zhu

ICWSM 2012, Sixth International AAAI Conference on Weblogs and Social Media (ICWSM 2012) (to appear)

Understanding cyclic trends in social choices

Anish Das Sarma, Sreenivas Gollapudi, Rina Panigrahy, Li Zhang

Proceedings of the fifth ACM international conference on Web search and data mining, ACM, New York, NY, USA (2012), pp. 593-602

V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors

Ahmed Metwally, Christos Faloutsos

PVLDB Proceedings of the VLDB Endowment, vol. 5 (2012) (to appear)

Vote calibration in community question-answering systems

Bee-Chung Chen, Anirban Dasgupta, Xuanhui Wang, Jie Yang

SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval (2012), pp. 781-790

Web-Scale Multi-Task Feature Selection for Behavioral Targeting

Amr Ahmed, Mohamed Aly, Abhimanyu Das, Alex Smola, Tasos Anastasakos

Proceedings of The 21st ACM International Conference on Information and Knowledge Management (CIKM), ACM (2012) (to appear)

YouTube around the world: geographic popularity of videos

Anders Brodersen, Salvatore Scellato, Mirjam Wattenhofer

Proceedings of the 21st international conference on World Wide Web, ACM, New York, NY, USA (2012), pp. 241-250

Your Two Weeks of Fame and Your Grandmother's

James Cook, Atish Das Sarma, Alex Fabrikant, Andrew Tomkins

WWW (2012)

A Tale of Two (Similar) Cities: Inferring City Similarity Through Geo-Spatial Query Log Analysis

Rohan Seth, Michele Covell, Deepak Ravichandran, D. Sivakumar, Shumeet Baluja

Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (2011)

Catching a viral video

Tom Broxton, Yannet Interian, Jon Vaver, Mirjam Wattenhofer

Journal of Intelligent Information Systems (2011), pp. 1-19

Detecting Adversarial Advertisements in the Wild

D. Sculley, Matthew Eric Otey, Michael Pohl, Bridget Spitznagel, John Hainsworth, Yunkai Zhou

Proceedings of the 17th ACM SIGKDD International Conference on Data Mining and Knowledge Discovery, KDD (2011)

Efficient Search Engine Measurements

Ziv Bar-Yossef, Maxim Gurevich

ACM Transactions on the Web, vol. 5, no. 4 (2011), pp. 18

Efficient Spectral Neighborhood Blocking for Entity Resolution

Liangcai Shu, Aiyou Chen, Ming Xiong, Weiyi Meng

International Conference on Data Engineering 2011 (ICDE), IEEE, pp. 1-12

Estimating the Number of Users behind IPs for Combating Abusive Traffic

Ahmed Metwally, Matt Paduano

SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM, ACM, 2 Penn Plaza New York, NY 10121-0799 (2011), pp. 249-257

Fast Algorithms for Finding Extremal Sets

Roberto J. Bayardo, Biswanath Panda

Proc. of the 2011 SIAM Int'l Conf. on Data Mining (to appear)

Frequent Pattern Discovery and Association Rule Mining of XML Data

Qin Ding, Gnanasekaran Sundarraj

XML Data Mining: Models, Methods, and Applications, IGI Publishing (2011) (to appear)

Influence Maximization in Social Networks When Negative Opinions May Emerge and Propagate

Alex Collins

SIAM 2011 International Conference on Data Mining, SIAM, Society for Industrial and Applied Mathematics, 3600 Market Street, 6th Floor, Philadelphia, PA 19104-2688 USA., pp. 379-390

Interactive Itinerary Planning

Senjuti Basu-Roy, Gautam Das, Sihem Amer-Yahia, Cong Yu

ICDE (2011)

Large Scale Page-Based Book Similarity Clustering

Nemanja Spasojevic, Guillaume Poncin

ICDAR 2011

Large-scale community detection on YouTube for Topic Discovery and Exploration

Ullas Gargi, Wenjun Lu, Vahab Mirrokni, Sangho Yoon

AAAI Conference on Weblogs and Social Media 2011

Learning to Target: What Works for Behavioral Targeting

Sandeep Pandey, Mohamed Aly, Abraham Bagherjeiran, Andrew Hatch, Peter Ciccolo, Adwait Ratnaparkhi, Martin Zinkevich

CIKM '11, ACM, Glasgow, Scotland, UK (2011), pp. 1805-1814

MRI: Meaningful Interpretations of Collaborative Ratings

Mahashweta Das, Sihem Amer-Yahia, Gautam Das, Cong Yu

VLDB (2011)

Personalized Social Recommendations - Accurate or Private?

Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma

Very Large Data Bases (VLDB) (2011)

Stanford's Distantly-Supervised Slot-Filling System

Mihai Surdeanu, Sonal Gupta, John Bauer, David McClosky, Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning

Fourth Text Analysis Conference (TAC 2011)

Stanford-UBC Entity Linking at TAC-KBP, Again

Angel X. Chang, Valentin I. Spitkovsky, Eneko Agirre, Christopher D. Manning

Fourth Text Analysis Conference (TAC 2011)

Strong Baselines for Cross-Lingual Entity Linking

Angel X. Chang, Valentin I. Spitkovsky

Fourth Text Analysis Conference (TAC 2011)

Suggesting (More) Friends Using the Implicit Social Graph

Maayan Roth, Tzvika Barenholz, Assaf Ben-David, David Deutscher, Guy Flysher, Avinatan Hassidim, Ilan Horn, Ari Leichtberg, Naty Leiser, Yossi Matias, Ron Merom

International Conference on Machine Learning (ICML) (2011)

Unary Data Structures for Language Models

Jeffrey Sorensen, Cyril Allauzen

Interspeech 2011, International Speech Communication Association, pp. 1425-1428

A Simple Distant Supervision Approach for the TAC-KBP Slot Filling Task

Mihai Surdeanu, David McClosky, Julie Tibshirani, John Bauer, Angel X. Chang, Valentin I. Spitkovsky, Christopher D. Manning

Third Text Analysis Conference (TAC 2010)

AdHeat: An Influence-based Diffusion Model for Propagating Hints to Match Ads

Hongji Bao, Edward Y. Chang

Proceedings of WWW2010, IW3C2, pp. 71-80

Catching a Viral Video

Tom Broxton, Yannet Interian, Jon Vaver, Mirjam Wattenhofer

IEEE SIASP@ICDM 2010

Confucius and Its Intelligent Disciples: Integrating Social with Search

Xiance Si, Edward Y. Chang, Zoltan Gyongyi, Maosong Sun

Proceedings of VLDB 2010, 36th International Conference on Very Large Data Bases, VLDB Endowment, pp. 1505-1516

Improved classification through runoff elections

Oleg Golubitsky, Stephen M. Watt

Proceedings of the 9th IAPR International Workshop on Document Analysis Systems, ACM, Boston (2010), pp. 59-64

Mining Arabic Business Reviews

Mohamed Elhawary, Mohamed Elfeky

IEEE, pp. 1108-1113

Mining advertiser-specific user behavior using adfactors

Nikolay Archak, Vahab S. Mirrokni, S. Muthukrishnan

WWW (2010), pp. 31-40

Overlapping Experiment Infrastructure: More, Better, Faster Experimentation

Diane Tang, Ashish Agarwal, Deirdre O'Brien, Mike Meyer

Proceedings 16th Conference on Knowledge Discovery and Data Mining, ACM, Washington, DC (2010), pp. 17-26

PSVM: Parallel Support Vector Machines with Incomplete Cholesky Factorization

Edward Y. Chang, Hongjie Bai, Kaihua Zhu, Hao Wang, Jian Li, Zhihuan Qiu

Scaling Up Machine Learning, Cambridge University Press (2010)

Stanford-UBC Entity Linking at TAC-KBP

Angel X. Chang, Valentin I. Spitkovsky, Eric Yeh, Eneko Agirre, Christopher D. Manning

Third Text Analysis Conference (TAC 2010)

Ad Quality On TV: Predicting Television Audience Retention

Yannet Interian, Sundar Dorai-Raj, Igor Naverniouk, P. J. Opalinski, Kaustuv, Dan Zigmond

Proceedings of ADKDD (2009)

An incentive-based architecture for social recommendations

Rajat Bhattacharjee, Ashish Goel, Konstantinos Kollias

RecSys '09: Proceedings of the third ACM conference on Recommender systems, ACM, New York, NY, USA (2009), pp. 229-232

Collaborative Filtering for Orkut Communities: Discovery of User Latent Behavior

Wen-Yen Chen, Jon Chu, Junyi Luan, Hongjie Bai, Edward Chang

18th International Conference on World Wide Web (WWW), ACM (2009), pp. 681-690

Computers and iPhones and Mobile Phones, oh my! A logs-based comparison of search users on different devices

Maryam Kamvar, Melanie Kellar, Rajan Patel, Ya Xu

WWW 2009 MADRID, pp. 801-810

Do Viewers Care? Understanding the impact of ad creatives on TV viewing behavior

Yannet Interian, Kaustuv, Igor Naverniouk, P. J. Opalinski, Sundar Dorai-raj, Dan Zigmond

Re:Think 2009

Efficient Clustering of Web-Derived Data Sets

Luís Sarmento, Alexander Kehlenbeck, Eugénio C. Oliveira, Lyle Ungar

MLDM '09: Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition, Springer-Verlag, Berlin, Heidelberg (2009), pp. 398-412

Finding topic trends in digital libraries

Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles

JCDL '09: Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries, ACM, New York, NY, USA (2009), pp. 69-72

Going Mini: Extreme Lightweight Spam Filters

D. Sculley, Gordon V. Cormack

CEAS 2009: Proceedings of the Sixth Conference on Email and Anti-Spam

On the Predictability of Search Trends (manuscript)

Yair Shimshoni, Niv Efron, Yossi Matias

Google (2009)

PLANET: Massively Parallel Learning of Tree Ensembles with MapReduce

Biswanath Panda, Joshua S. Herbach, Sugato Basu, Roberto J. Bayardo

Proceedings of the 35th International Conference on Very Large Data Bases (VLDB-2009)

Parallel community detection on large networks with propinquity dynamics

Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou

KDD '09: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, ACM, New York, NY, USA (2009), pp. 997-1006

Predicting Bounce Rates in Sponsored Search Advertisements

D. Sculley, Robert Malkin, Sugato Basu, Roberto J. Bayardo

Proc. of the 15th International ACM-SIGKDD Conference on Knowledge Discovery and Data Mining, ACM (2009), pp. 1325-1334

Preference aggregation in group recommender systems for committee decision-making

Jacob P. Baskin, Shriram Krishnamurthi

RecSys '09: Proceedings of the third ACM conference on Recommender systems, ACM, New York, NY, USA (2009), pp. 337-340

Pricing Guidance in Ad Sale Negotiations: The Print Ads Example

Adam Juda, S. N. Muthukrishnan, Ashish Rastogi

The Third Annual International Workshop on Data Mining and Audience Intelligence for Advertising (2009)

Rating aggregation in collaborative filtering systems

Florent Garcin, Boi Faltings, Radu Jurca, Nadine Joswig

RecSys '09: Proceedings of the third ACM conference on Recommender systems, ACM, New York, NY, USA (2009), pp. 349-352

Scalable Attribute-Value Extraction from Semi-Structured Text

Yuk Wah Wong, Dominic Widdows, Tom Lokovic, Kamal Nigam

ICDM Workshop on Large-scale Data Mining: Theory and Applications (2009)

Stanford-UBC at TAC-KBP

Eneko Agirre, Angel X. Chang, Daniel S. Jurafsky, Christopher D. Manning, Valentin I. Spitkovsky, Eric Yeh

Second Text Analysis Conference (TAC 2009)

Succinct approximate counting of skewed data

David Talbot

IJCAI-09 Proceedings (2009), pp. 1243-1248

Text Classification Through Time: Efficient Label Propagation in Time-Based Graphs

Shumeet Baluja, Deepak Ravichandran, D. Sivakumar

International Conference on Knowledge Discovery and Information Retrieval (2009)

The Unreasonable Effectiveness of Data

Alon Halevy, Peter Norvig, Fernando Pereira

IEEE Intelligent Systems, vol. 24 (2009), pp. 8-12

Tour the world: a technical demonstration of a web-scale landmark recognition engine

Yan-Tao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven, Jay Yagnik

MM '09: Proceedings of the seventeen ACM international conference on Multimedia, ACM, New York, NY, USA (2009), pp. 961-962

Video2Text: Learning to Annotate Video Content

Hrishikesh Aradhye, George Toderici, Jay Yagnik

ICDM Workshop on Internet Multimedia Mining (2009)

A Social Query Model for Decentralized Search

Arindam Banerjee, Sugato Basu

Second ACM Workshop on Social Network Mining and Analysis at the KDD Conference (SNAKDD-08) (2008)

Bootstrapping Information Extraction from Semi-structured Web Pages

Andrew Carlson, Charles Schafer

ECML/PKDD, Springer Lecture Notes in Computer Science Volume 5211/2008 (2008), pp. 16

Constrained Clustering: Advances in Algorithms, Theory, and Applications

Sugato Basu, Ian Davidson, Kiri Wagstaff

CRC Press (2008)

Detecting Image Spam using Visual Features and Near Duplicate Detection

Bhaskar Mehta, Saurabh Nangia, Manish Gupta, Wolgang Nejdl

Proceedings of WWW 2008

Efficient Concept Clustering for Ontology Learning using an Event Life Cycle on the Web

Sangsoo Sung, Seokkyung Chung, Dennis McLeod

Proc. 2008 ACM SYmposium on Applied Computing, ACM, Fortaleza, Brazil, pp. 2310-2314

Exploring a Digital Library Through Key Ideas

Bill N. Schilit, Okan Kolak

JCDL, Pittsburgh, Pennsylvania, USA (2008), pp. 177-186

Extreme Data Mining

Sridhar Ramaswamy

Proceedings 2008 ACM SIGMOD International Conference on Management of Data, ACM, Vancouver, pp. 1-2

Modeling Online Reviews with Multi-Grain Topic Models

Ivan Titov, Ryan McDonald

17th International World Wide Web Conference (2008)

PFP: Parallel FP-Growth for Query Recommendation

Haoyuan Li, Yi Wang, Dong Zhang, Edward Chang, Ming Zhang

ACM Recommendation Systems (2008) (to appear)

Video Suggestion and Discovery for YouTube: Taking Random Walks Through the View Graph

Shumeet Baluja, Rohan Seth, D. Sivakumar, Yushi Jing, Jay Yagnik, Shankar Kumar, Deepak Ravichandran, Mohamed Aly

WWW-2008

A Support Vector Approach to Censored Targets

Pannagadatta Shivaswamy, Wei Chu, Martin Jansche

Seventh IEEE International Conference on Data Mining (ICDM) (2007), pp. 655-660

Clustering Billions of Images with Large Scale Nearest Neighbor Search

Ting Liu, Chuck Rosenberg, Henry A. Rowley

IEEE Workshop on Applications of Computer Vision, IEEE (2007)

Google Book Search: Document Understanding on a Massive Scale

L. Vincent

PROC. ninth International Conference on Document Analysis and Recognition (ICDAR), IEEE Computer Society, Washington, DC (2007), pp. 819-823

Mining API patterns as partial orders from source code: from usage scenarios to specifications

Mithun Acharya, Tao Xie, Jian Pei, Jun Xu

Proc. ACM SIGSOFT Symposium on The Foundations of Software Engineering, ACM, Dubrovnik, Croatia (2007), pp. 25-34

Relational Clustering by Symmetric Convex Coding

Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip S. Yu

Proc. 24th ICML, ACM, Corvalis (2007), pp. 569-576

Scaling Up All Pairs Similarity Search

Roberto Bayardo, Yiming Ma, Ramakrishnan Srikant

Proc. of the 16th Int'l Conf. on the World Wide Web (2007)

Cluster Ranking with an Application to Mining Mailbox Networks

Ziv Bar-Yossef, Ido Guy, Ronny Lempel, Yoelle S. Maarek, Vladimir Soroka

ICDM (2006), pp. 63-74

Dense Subgraph Extraction

David Gibson, Ravi Kumar, Kevin S. McCurley, Andrew Tomkins

in: Mining Graph Data, John Wiley & Sons (2006), pp. 411-441

Mining for proposal reviewers: lessons learned at the national science foundation

Seth Hettich, Michael J. Pazzani

Proc. 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM, Philadelphia, PA (2006), pp. 862-871

Mining the Web to Determine Similarity Between Words, Objects, and Communities

Mehran Sahami

Proceedings of the 19th International FLAIRS Conference (FLAIRS-2006)

New cached-sufficient statistics algorithms for quickly answering statistical questions

Andrew Moore

Proc. 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM, Philadelphia, PA (2006), pp. 2

STAGGER: Periodicity Mining of Data Streams Using Expanding Sliding Windows

Mohamed G. Elfeky, Walid G. Aref, Ahmed K. Elmagarmid

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), IEEE Computer Society, pp. 188-199

Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping

Mikhail Bilenko, Sugato Basu, Mehran Sahami

Proceedings of the 5th IEEE International Conference on Data Mining (2005), pp. 58-65

Evaluating similarity measures: a large-scale study in the orkut social network

Ellen Spertus, Mehran Sahami, Orkut Buyukkokten

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2005), pp. 678-684

Unweaving a web of documents

R. Guha, Ravi Kumar, D. Sivakumar, Ravi Sundaram

KDD (2005), pp. 574-579

A social network caught in the Web

Lada A. Adamic, Orkut Buyukkokten, Eytan Adar

First Monday, vol. 8 (2003)

Mining Optimized Gain Rules for Numeric Attributes

Sergey Brin, Rajeev Rastogi, Kyuseok Shim

IEEE Trans. Knowl. Data Eng., vol. 15 (2003), pp. 324-338

Extracting Patterns and Relations from the World Wide Web

Sergey Brin

WebDB (1998), pp. 172-183

Scalable Techniques for Mining Causal Structures

Craig Silverstein, Sergey Brin, Rajeev Motwani, Jeffrey D. Ullman

VLDB (1998), pp. 594-605