New Publications
Recent (2000-2008 Publications, Awards, Talks, Etc.
(always in need of an update it seems)
For a list of earlier publications, please go here.
Published 2009
- A. Rangaswamy, C.L. Giles, S. Seres, "A Strategic
Perspective on Search Engines: Thought Candies for Practitioners and
Researchers," Journal of
Interactive Marketing, (1), 49-60, 2009.
- Levent Bolelli, Seyda Ertekin,
C.
Lee Giles: Topic and Trend Detection in Text Collections Using Latent
Dirichlet Allocation. ECIR 2009: 776-780
- Levent Bolelli, Seyda Ertekin, Ding Zhou,
C. Lee Giles, "Finding topic trends in digital libraries," ACM/IEEE Joint International Conference on
Digital Libraries (JCDL 2009),
69-72, 2009.
- Liang Gou, Jung-Hyun Kim,
Hung-Hsuan Chen, Jason Collins, Marc Goodman, Xiaolong Zhang, C. Lee
Giles: MobiSNA: a mobile video social network application. MobiDE 2009:
53-56
- Qingzhao Tan, Prasenjit Mitra,
C. Lee Giles: Effectively Searching Maps in Web Documents. ECIR 2009:
162-176
- Pucktada Treeratpituk, C. Lee
Giles, "Disambiguating
authors in academic publications using random
forests," ACM/IEEE Joint International Conference on
Digital Libraries (JCDL 2009), 39-48, 2009.
- Su Yan, Hai Wang, Dongwon Lee,
C. Lee Giles: Pairwise Constrained Clustering for Sparse and High
Dimensional Feature Spaces. PAKDD 2009: 620-627
- Shuyi Zheng, Pavel Dmitriev,
C. Lee Giles: Graph based crawler seed selection. WWW 2009: 1089-1090
Published 2008
- William Browuer, Saurabh
Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles, “Segregating
and
extracting overlapping data points in two-dimensional plots,” ACM/IEEE Joint Conference on Digital
Libraries (JCDL 2008), 276-279, 2008.
- Umer Farooq, Craig H. Ganoe,
John M. Carroll, Isaac G. Councill, C. Lee Giles, “Design and
evaluation of awareness mechanisms in CiteSeer,” Information Processing and Management,
44(2): 596-612, 2008.
- Jian Huang, Omid Madani, C.
Lee
Giles, “Error-driven generalist+experts (edge): a multi-stage ensemble
framework for text categorization,” 17th ACM Conference on Information and
Knowledge Management
(CIKM 2008), 83-92, 2008.
- Jian Huang, Ziming Zhuang, Jia Li, C. Lee
Giles, “Collaboration over time: characterizing and modeling network
evolution,”
International Conference on Web Search and Web Data Mining (WSDM2008),
107-116, 2008.
- Shu Huang, Qiankun Zhao,
Prasenjit Mitra, C. Lee Giles, “Hierarchical Location and Topic Based
Query Expansion,”
Twenty-Third AAAI Conference on Artificial Intelligence, (AAAI 2008),
1150-1155, 2008.
- Saurabh Kataria, William
Browuer, Prasenjit Mitra, C. Lee Giles, “Automatic Extraction of Data
Points and Text Blocks from 2-Dimensional Plots in Digital Documents,” Twenty-Third AAAI
Conference on Artificial Intelligence (AAAI 2008), 1169-1174,
2008.
- Huajing Li, Wang-Chien Lee, C.
Lee Giles, “Workload analysis for scientific literature digital
libraries,” International Journal on
Digital Libraries, 9(2): 139-149, 2008.
- Huajing Li, Zaiqing Nie, Wang-Chien Lee,
C. Lee Giles, Ji-Rong Wen, “Scalable community discovery on textual
data with relations,” 17th ACM
Conference on Information and Knowledge Management (CIKM
2008), 1203-1212, 2008.
- Ying Liu, Lucian V. Lita, Radu
Stefan Niculescu, Prasenjit Mitra, C. Lee Giles, “Finding a Haystack in
Haystacks - Simultaneous Identification of Concepts in Large
Bio-Medical Corpora,” SIAM
International Conference on Data Mining (SDM 2008),
668-679, 2008.
- Ying Liu, Lucian V. Lita, Radu
Stefan Niculescu, Kun Bai, Prasenjit Mitra, C. Lee Giles, “Real-time
data pre-processing technique for efficient feature extraction in large
scale datasets,”
17th ACM Conference on Information and Knowledge Management (CIKM 2008),
981-990, 2008.
- Ying Liu, Prasenjit Mitra, C.
Lee Giles, “Identifying table boundaries in digital documents via
sparse line detection,” 17th
ACM Conference on Information and Knowledge Management
(CIKM 2008), 1311-1320, 2008.
- Xiaonan Lu, Brewster Kahle,
James Ze Wang, C. Lee Giles, "A
metadata generation system for scanned
scientific volumes,” ACM/IEEE
Joint
Conference on Digital Libraries (JCDL 2008), 167-176, 2008.
- Yang Song, C. Lee Giles, "Efficient user
preference predictions using collaborative filtering," 19th International Conference on Pattern
Recognition (ICPR 2008)," 1-4, 2008.
- Yang Song, Lu Zhang, C. Lee
Giles, “A
sparse gaussian processes classification framework for fast tag
suggestions,”
17th ACM Conference on Information and Knowledge Management (CIKM 2008),
93-102, 2008.
- Yang Song, Lu Zhang, C. Lee
Giles, "A Non-parametric Approach to Pair-Wise Dynamic Topic
Correlation
Detection," 8th IEEE International
Conference on Data Mining (ICDM 2008), 1031-1036, 2008.
- Yang Song, Ziming Zhuang,
Huajing Li, Qiankun Zhao, Jia Li, Wang-Chien Lee, C. Lee Giles,
“Real-time automatic tag recommendation,” 31st Annual
International ACM SIGIR Conference on Research and Development in
Information Retrieval (SIGIR 2008), 515-522, 2008.
- Bingjun Sun, Prasenjit Mitra,
C. Lee
Giles, “Mining, indexing, and searching for textual chemical molecule
information on the web,” 17th
International Conference on World Wide Web (WWW 2008),
735-744, 2008.
- Yang Sun, Huajing Li, Isaac G.
Councill, Wang-Chien Lee, C. Lee Giles, “Measuring user preference
changes in digital libraries,”
17th ACM Conference on Information and Knowledge Management
(CIKM 2008), 1497-1498, 2008.
- Yang Sun, Huajing Li, Isaac G. Councill,
Jian Huang, Wang-Chien Lee, C. Lee Giles, "Personalized ranking for
digital libraries based on log analysis, "10th ACM International Workshop on Web
Information and Data Management (WIDM2008), 133-140, 2008.
- Yang Sun, Isaac G. Councill,
C. Lee
Giles, “BotSeer: An Automated Information System for Analyzing Web
Robots,” Eighth
International Conference on Web Engineering (ICWE 2008),
108-114, 2008.
- Qingzhao Tan, Prasenjit Mitra, C. Lee
Giles, “Metadata extraction and indexing for map search in web
documents,” 17th
ACM Conference on Information and Knowledge Management (CIKM 2008),
1367-1368, 2008.
- Xiaolong Zhang, Yan Qu, C. Lee Giles,
Piyou Song, "CiteSense: supporting sensemaking of research
literature,"
twenty-sixth annual SIGCHI conference on Human factors in computing
systems (CHI 2008), 677-680, 2008.
- Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan
Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles, “Learning multiple
graphs for document recommendations,” 17th International Conference on World
Wide Web (WWW 2008),
141-150, 2008.
- Ding Zhou, Jiang Bian, Shuyi
Zheng, Hongyuan Zha, C. Lee Giles, “Exploring social annotations for
information retrieval,” 17th
International Conference on World Wide Web (WWW 2008),
715-724, 2008.
- Ding Zhou, Shenghuo Zhu, Kai
Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles, "Learning
multiple graphs for document recommendations," 17th
International Conference on World Wide Web (WWW 2008), 141-150, 2008.
- Ding Zhou, Jiang Bian, Shuyi
Zheng, Hongyuan Zha, C. Lee Giles, "Exploring social annotations for
information retrieval," 17th International Conference on World
Wide Web (WWW 2008),
715-724, 2008.
- Ziming Zhuang, Cliff Brunk,
Prasenjit Mitra, C. Lee Giles, "Towards Click-Based Models of
Geographic Interests in Web Search," IEEE/WIC/ACM International Conference on
Web Intelligence (WI 2008), 293-299, 2008.
- Ziming Zhuang, Cliff Brunk, C.
Lee Giles, “Modeling and visualizing geo-sensitive queries based on
user clicks,"
First International Workshop on Location and the Web (LocWeb 2008),
73-76, 2008.
Published 2007
- Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles: A
clustering method for web data with multi-type interrelated components.
WWW 2007: 1121-1122
- Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles:
K-SVMeans: A Hybrid Clustering Algorithm for Multi-Type Interrelated
Datasets. Web Intelligence 2007: 198-204
- Seyda Ertekin, Jian Huang, C. Lee Giles: Active learning for
class imbalance problem. SIGIR 2007: 823-824
- Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles: Learning on
the border: active learning in imbalanced data classification. CIKM
2007: 127-136
- Umer Farooq, Craig H. Ganoe, John M. Carroll, C. Lee Giles,
"Supporting
distributed scientific collaboration: Implications for
designing the CiteSeer collaboratory," 40th Hawaii International International
Conference on Systems Science (HICSS-40 2007): p20 (10 pages),
2007.
- Umer Farooq, Yang Song, John M. Carroll, C. Lee Giles: Social
Bookmarking for Scholarly Digital Libraries. IEEE Internet Computing
11(6): 29-35 (2007)
- Jian Huang, Seyda
Ertekin, Yang Song, Hongyuan Zha, C. Lee Giles, "Efficient
Multiclass Boosting Classification with Active Learning," 2007 SIAM International Conference on
Data Mining: (12 pages), 2007.
- Yookyung Jo, Carl Lagoze, C. Lee Giles: Detecting research topics
via the correlation between graphs and texts. KDD 2007: 370-379
- Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles,
Byung-Won On, "Are your citations clean?," Communications of the ACM, 50(12):
33-38, 2007.
- Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles, "SearchGen:
a synthetic workload generator for scientific literature
digital libraries and search engines," ACM/IEEE Joint Conference on Digital
Libraries (JCDL 2007): 137-146, 2007.
- Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles, "TableSeer:
automatic table metadata extraction and searching in digital libraries,"
ACM/IEEE Joint Conference on
Digital Libraries (JCDL 2007): 91-100, 2007.
- Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles, "TableRank: A
Ranking Algorithm for Table Search and Retrieval," Twenty-Second AAAI Conference on
Artificial Intelligence (AAAI 2007)", 317-322, 2007.
- Ying Liu, Lucian V. Lita, Radu Stefan Niculescu, Prasenjit Mitra,
C. Lee Giles: Finding a Haystack in Haystacks - Simultaneous
Identification of Concepts in Large Bio-Medical Corpora. SDM 2008:
668-679
- Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles: Automatic
searching of tables in digital libraries. WWW 2007: 1135-1136
- Xiaonan Lu, James Z. Wang, C. Lee
Giles, "Intelligent
Parsing of Scanned Volumes for Web Based Archives,'' IEEE International Conference on Semantic
Computing (ICSC 2007), 559-568, 2007.
- Xiaonan Lu, James Z. Wang, Prasenjit Mitra and C. Lee Giles, "Automatic
Extraction of Data from 2-D Plots in Documents,'' International Conference on Document
Analysis and Recognition (ICDAR 2007), 188-192, 2007.
- Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles, "Efficient
topic-based unsupervised name disambiguation," ACM/IEEE Joint Conference on Digital
Libraries (JCDL 2007):
342-351, 2007.
- B. Sun, Q. Tan, P. Mitra, C.L. Giles, "Extraction
and Search of Chemical Formulae in Text Documents on the Web," 16th International
World Wide Web Conference (WWW 2007), 251-260, 2007. (Nominated for best student paper award.)
- Yang Sun, C. Lee Giles, "Popularity
Weighted Ranking for Academic
Digital Libraries," 29th
European Conference on Information Retrieval Research (ECIR 2007):
605-612, 2007.
- Yang Sun, Ziming Zhuang, C. Lee Giles: A large-scale study of
robots.txt. WWW 2007: 1123-1124
- Qingzhao Tan, Prasenjit Mitra, C. Lee Giles: Designing
clustering-based web crawling policies for search engine crawlers. CIKM
2007: 535-544
- Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles: A
clustering-based sampling approach for refreshing search engine's
database. WebDB 2007
- Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles:
Efficiently Detecting Webpage Updates Using Samples. ICWE 2007: 285-300
- Su Yan, Dongwon Lee, Min-Yen Kan, C. Lee Giles, "Adaptive sorted
neighborhood methods for efficient record linkage," ACM/IEEE Joint Conference on Digital
Libraries (JCDL 2007): 185-194, 2007.
- Haizheng Zhang, Baojun Qiu, C. Lee Giles, Henry C. Foley, John
Yen, "An
LDA-based Community Structure Discovery Approach for Large-Scale Social
Networks,"
IEEE Conference on
Intelligence and Security Informatics (IEEE-ISI 2007): 200-207,
2007.
- Haizheng Zhang, C. Lee Giles, Henry C. Foley, John Yen, "Probabilistic
Community Discovery Using Hierarchical Latent Gaussian Mixture Model,"
22th
Association for the Advancement of Artificial Intelligence
Conference (AAAI 2007): 663-668, 2007.
- Shuyi Zheng, Ding Zhou, Jia Li, C. Lee Giles: Extracting Author
Meta-Data from Web Using Visual Features. ICDM Workshops 2007: 33-40
- Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha, "Learning
User Clicks in Web Search,"
20th International Joint Conference on Artificial Intelligence
(IJCAI 2007): 1162-1167, 2007.
- Ding Zhou, Sergey Orshanskiy, Hongyuan Zha, and C. Lee Giles, "Co-Ranking
Authors and Documents in a Heterogeneous Network," IEEE International Conference on Data
Mining (ICDM 2007), 739-744, 2007.
- Ding Zhou, Isaac Councill, Hongyuan Zha, C. Lee Giles, "Discovering
Temporal Communities from Social Network Documents," IEEE International Conference on Data
Mining (ICDM 2007), 745-750, 2007.
- Ziming Zhuang, Ergin Elmacioglu, Dongwon Lee, C. Lee Giles, "Measuring
conference quality by mining program committee
characteristics," ACM/IEEE Joint
Conference on Digital Libraries (JCDL 2007): 225-23, 2007.
Published 2006
- D.R. Snow, M. Gahegan, C.L. Giles, K.G. Hirth, G.R. Milner, P.
Mitra, J.Z. Wang, "Cybertools
and Archaeology," Science,
311: 958-959, 2006.
- Yang Song, Ding Zhou, Jian Huang, Isaac Councill, Hongyuan Zha,
C. Lee Giles, “Boosting
the Feature Space: Text Categorization for Unstructured Data on the Web”, Sixth IEEE
international Conference on Data Mining, (ICDM 2006): 1064 -
1069, 2006.
- Ding Zhou, Xiang Ji, Hongyan Zha, C. Lee Giles, "Topic
Evolution and Social Interactions: How Authors Effect Research,"
15th Conference on Information
and Knowledge Management (CIKM 2006): 248-257, 2006.
- Isaac G. Councill,
C. Lee Giles,
Ernesto Di Iorio,
Marco Gori,
Marco Maggini,
Augusto Pucci, "Towards
Next Generation CiteSeer: A Flexible Architecture for Digital Library
Deployment," Research and
Advanced Technology for Digital Libraries, 10th European Conference,
(ECDL 2006): 111-122, 2006.
- Levent Bolelli,
Seyda Ertekin,
C. Lee Giles, "Clustering
Scientific Literature Using Sparse Citation Graph Analysis," 10th European Conference on Principles and
Practice of Knowledge Discovery in Databases
(PKDD 2006): 30-41, 2006.
- Jian Huang,
Seyda Ertekin,
C. Lee Giles, "Efficient
Name Disambiguation for Large-Scale Databases," 10th European Conference on
Principles and Practice of Knowledge Discovery in Databases
(PKDD 2006): 536-544, 2006.
- Ziming Zhuang,
Silviu Cucerzan,
C. Lee Giles, "Network Flow
for Collaborative Ranking," 10th
European Conference on Principles and Practice of Knowledge Discovery
in Databases
(PKDD 2006): 434-445, 2006.
- Isaac G. Councill, Huajing Li, Ziming Zhuang, Sandip Debnath,
Levent Bolelli, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles,
"Learning metadata
from the evidence in an on-line citation matching
scheme," Joint Conference on Digital Libraries 2006 (JCDL 2006):
276-285, 2006. (nominated for Best Paper Award).
- Xiaonan Lu, Prasenjit Mitra, James Ze Wang, C. Lee Giles,
"Automatic
categorization of figures in scientific documents," Joint
Conference on Digital Libraries 2006 (JCDL 2006): 129-138, 2006.
- Ying Liu,
Prasenjit Mitra,
C. Lee Giles,
Kun Bai, "Automatic
extraction of table metadata from digital
documents," Joint Conference on Digital Libraries 2006
(JCDL
2006): 339-340, 2006.
- Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha, "Probabilistic Models for
Discovering
E-Communities," 15th International World Wide Web Conference
(WWW2006): 2006.
- Huajing Li, Isaac Councill, Wang-Chien Lee, C. Lee Giles,
"CiteSeerX: an Architecture and
Web Service Design for an Academic
Document Search Engine," 15th International World Wide Web
Conference (WWW2006):(poster) 2006.
Published 2005
- Sandip Debnath, Tracy Mullen, Arun Upneja, C. Lee Giles, "Knowledge Discovery in
Web-Directories: Finding Term-Relations to Build a Business Ontology,"
E-Commerce and Web Technologies: 6th International Conference
(EC-Web 2005): 188-197, 2005.
- Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C.
Lee Giles, "A
Comparison of On-Line Computer Science Citation Databases," European
Conference on Research and Advanced Technology for Digital Libraries
(ECDL 2005): 438-449, 2005.
- Sandip Debnath, Prasenjit Mitra, C. Lee Giles, "Finding Base
Time-Line of a News Article," Florida Artificial Intelligence
Research Society Conference (FLAIRS 2005): 142-147, 2005.
- Sandip Debnath, Prasenjit Mitra, C. Lee Giles, "Identifying Content Blocks
from Web Documents," International Symposium on Methodologies
for Intelligent Systems (ISMIS 2005): 285-293, 2005.
- Ziming Zhuang, Rohit Wagle, C. Lee Giles, "What's there and what's
not?: focused crawling for missing documents in digital libraries,"
Joint Conference on Digital Libraries 2005 (JCDL 2005):
301-310, 2005.
- Hui Han, Hongyuan Zha, C. Lee Giles, "Name
disambiguation in author citations using a K-way spectral clustering
method," Joint Conference on Digital Libraries 2005 (JCDL 2005):
334-343, 2005.
- Hui Han, Eren Manavoglu, Hongyuan Zha, Kostas Tsioutsiouliklis,
C. Lee Giles, Xiangmin Zhang, "Rule-based
word clustering for document metadata extraction," Symposium on
Applied Computing 2005 (SAC 2005): 1049-1053, 2005.
- Hui Han, Wei Xu, Hongyuan Zha, C. Lee Giles, "A hierarchical naive
Bayes mixture model for name disambiguation in author citations," Symposium
on Applied Computing 2005 (SAC 2005): 1065-1069, 2005.
- Sandip Debnath, Prasenjit Mitra, C. Lee Giles, "Automatic extraction of
informative blocks from webpages," Symposium on Applied
Computing 2005 (SAC 2005): 1722-1726, 2005.
- Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C.
Lee Giles, "Modeling the
author bias between two on-line computer science citation databases,"
World Wide Web 2005: Special interest tracks and posters (WWW
2005): 1062-1063, 2005.
- Sandip Debnath, Prasenjit Mitra, Nirmal Pal, C. Lee Giles, "Automatic
Identification of Informative Sections of Web Pages," IEEE
Transactions on Knowledge and Data Engineering, 17(9): 1233-1246,
2005.
Published 2004:
- Arnaud De Bruyn, C. Lee Giles, David M. Pennock, "Offering
Collaborative-Like Recommendations When Data Is Sparse: The Case of
Attraction-Weighted Information Filtering," Adaptive Hypermedia
2004 (AH 2004): 393-396, 2004.
- C. Lee Giles, "CiteSeer: Past,
Present, and Future,"2004 Atlantic Web Intelligence Conference
(AWIC 2004): 2, 2004.
- Y. Petinot, C.L Giles, V. Bhatnagar, P.B. Teregowda, H. Han, I.
Councill, "CiteSeer-API:
Towards Seamless Resource Location and Interlinking for Digital
Libraries," 13th Conference on Information
and Knowledge Management (CIKM 2004), 553-561, 2004.
- Y. Petinot, C.L Giles, V. Bhatnagar, P.B. Teregowda, H. Han, I.
Councill, "A
Service-Oriented Architecture for Digital Libraries,"
Second International Conference on Service Oriented Computing,
263-268, 2004.
- Seung-Taek Park, David M. Pennock, C. Lee Giles, "Comparing static
and dynamic measurements and models of the Internet's AS topology,"
23rd Conference of the IEEE Communications Society (INFOCOM 2004):
2004.
- Gautam Pant, Kostas Tsioutsiouliklis, Judy Johnson, C. Lee Giles,
"Panorama: extending
digital libraries with topical crawlers," ACM/IEEE Joint
Conference on Digital Libraries (JCDL 2004): 142-150, 2004.
- H. Han, C.L. Giles, H. Zha, C. Li, K. Tsioutsiouliklis, “Two
supervised learning approaches for name disambiguation in author
citations,� ACM/IEEE Joint Conference on Digital
Libraries
(JCDL 2004), 296-305, 2004.
- Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B.
Teregowda, Hui Han, "Enabling
interoperability for autonomous digital libraries: an API to citeseer
services," ACM/IEEE Joint Conference on Digital Libraries (JCDL
2004): 372-373, 2004.
- Clyde Lee Giles, "Next generation
CiteSeer," 6th ACM International Workshop on Web Information
and Data Management (WIDM 2004): 47-47, 2004.
- S.-T. Park, D.M. Pennock, C.L. Giles, R. Krovetz, "Analysis
of Lexical Signatures for Improving Information Presence on the World
Wide Web," ACM Transactions on Information Systems, 22(4),
540-572, 2004.
- Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini, "Guest editorial:
Machine learning for the Internet," ACM Trans. Internet Techn.
4(2): 125-128, 2004.
- Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini, "Guest editorial:
Machine learning for the Internet," ACM Trans. Internet Techn.
4(4): 341-343, 2004.
- D. Pavlov, E. Manavoglu, C.L. Giles, D.M. Pennock, "Collaborative
Filtering with Maximum Entropy," IEEE Intelligent Systems,
19(6): 40-48, 2004.
- C.L. Giles, I.G. Councill, "Who
gets acknowledged: Measuring scientific contributions through automatic
acknowledgement indexing," Proceedings of the National Academy
of Sciences, 101(51): 17599-17604, 2004.
- What the press
has to say.
NOTE: Many of these papers are downloadable from CiteSeerx.
2000-2003 Published Journal Papers:
- Y. Khopkar, A. Spink, C.L. Giles, P. Shah, S. Debnath, "Search
engine personalization: An exploratory study," First Monday, 8(7),
2003.
- D. Pennock, G.W. Flake, S. Lawrence, E.J. Glover, C.L. Giles, "Winners
Don't Take All: Characterizing the Competition for Links on the Web,"
Proceedings of the National Academy of
Sciences, 99(8), 5207-5211, 2002.
- Gary Flake, Steve Lawrence, C. Lee Giles, Frans Coetzee, "Self-Organization
and Identification of Web Communities," IEEE Computer,"
35(3), 66-71, 2002.
- Abby Goodrum, Katherine W. McCain, Steve Lawrence, C. Lee Giles, "Scholarly
publishing in the Internet age: a citation analysis of computer science
literature," Information Processing and Management, 37(5):
661-675, 2001.
- R. Sun, C.L. Giles, "Sequence Learning: From Recognition and
Prediction to Sequential Decision Making," IEEE Intelligent Systems,
16(4): 67-70, 2001.
- E.J. Glover, S. Lawrence, M.D. Gordon, W.P. Birmingham, C.L.
Giles, "Web
Search -- Your Way," Communications of the ACM, 44(12), pp.
97-102, 2001.
- D.M. Pennock, S. Lawrence, C.L. Giles, F.Ã. Nielsen, "The
Real Power of Artificial Markets," Science, 291: 987-988, Feb 9, 2001.
- S. Lawrence, D.M. Pennock, G.W. Flake, R. Krovetz, F. Coetzee,
E.J. Glover, F. Nielsen, Andries Kruger, C.L Giles, "Persistence
of Web References in Scientific Research," IEEE Computer,
34(2), 26-31, 2001.
- P. Tino, B.G. Horne, C.L. Giles, "Attractive
Periodic Sets in Discrete-Time
Recurrent Networks (with Emphasis on Fixed-Point Stability and
Bifurcations in Two-Neuron Networks)," Neural Computation,
13(6), 1379-1414, 2001.
- C.L. Giles, S. Lawrence, A-C. Tsoi, "Noisy
Time Series Prediction Using a Recurrent Neural Network and Grammatical
Inference," Machine Learning, 44, 161-183, 2001.
- K. Jim, C.L. Giles, "Talking
Helps: Evolving Communicating Agents for the Predator-Prey Pursuit
Problem," Artificial Life, 6(3), 237-254, 2000.
- R. Bakker , J.C. Schouten , C. L. Giles , Floris Takens, C.M. van
den Bleek, "Learning
Chaotic Attractors by Neural Networks," Neural Computation, 12(10),
2355-2383, 2000.
- K. Bollacker, S. Lawrence, C. L. Giles, "Discovering
Personally Relevant Scientific Literature on the Web," IEEE
Intelligent Systems, 15(2), 42-47, 2000.
- S. Lawrence, C.L. Giles, S. Fong, "Natural
Language Grammatical Inference with Recurrent Neural Networks," IEEE
Transactions on Knowledge and Data Engineering, 42(1), 126-140,
2000.
2000-2003 Conference Proceedings and Book Chapters:
- J. Johnson, K. Tsioutsiouliklis, C.L. Giles, "Evolving
Strategies for Focused Web Crawling," International Conference for
Machine Learning (ICML 2003), 298-305, 2003.
- C.L. Giles, Y. Petinot, P.B. Teregowda, H. Han, S. Lawrence, A.
Rangaswamy, N. Pal, "eBizSearch:
a niche
search engine for e-business," 26th Annual International ACM
Conference on Research and Development in Information Retrieval
(SIGIR), 413-414 (poster), 2003.
- C.L. Giles, K. Jim, "Learning Communication
for Multi-Agent Systems," NASA Workshop on
Radical Agent Concepts, (ed) W. Truszkowski, Springer-Verlag, 2003.
- S. Debnath, D.M. Pennock, C.L. Giles, S. Lawrence, "Information incorporation in
online in-Game sports betting markets," ACM Conference on
Electronic Commerce, 258-259 (poster), 2003.
- H. Han, C.L. Giles, E. Manavoglu, H. Zha, Z. Zhang, E. Fox, "Automatic
Document Metadata Extraction using Support Vector Machines,"
ACM/IEEE Joint Conference on Digital Libraries (JCDL 2003), 37-48,
2003. (Nominated
for Best Paper Award).
- Petinot, P.B. Teregowda, H. Han, C.L.
Giles, S. Lawrence, A. Rangaswamy, N. Pal, "eBizSearch:
An OAI-Compliant Digital Library for eBusiness," ACM/IEEE Joint
Conference on Digital Libraries (JCDL 2003), 199-209, 2003.
- E. Manavoglu, D. Pavlov, C.L. Giles, "Probabilistic
user behavior models," Third IEEE International Conference on Data
Mining (ICDM 2003), 203-210, 2003.
- S-T. Park, A. Khrabrov, D.M. Pennock, S. Lawrence, C. L. Giles,
L. H. Ungar. "Static
and Dynamic Analysis of the Internet's Susceptibility to Faults
and
Attacks, "Twenty-Second Annual Joint Conference of the IEEE
Computer and Communications Societies (IEEE INFOCOM 2003),
2144-2154, 2003.
- G.W. Flake, E.J. Glover, S. Lawrence, C.L. Giles, "Extracting
query modifications from nonlinear SVMs,"� 11th World Wide Web
Conference, 317-324, 2002.
- S-T. Park, D.M. Pennock, C.L. Giles, R. Krovetz, "Analysis
of lexical
signatures for finding lost or related documents," 25th
Annual International ACM SIGIR Conference on Research and
Development in Information Retrieval (SIGIR 2002), 11-18, 2002.
- D.M. Pennock, S. Debnath, E.J. Glover, C.L. Giles, "Modeling
information incorporation in markets with application to detecting and
explaining events," 18th Conference on
Uncertainty in Artificial Intelligence (UAI-2002), 405-413, 2002.
- S. Ugurel, B. Krovetz, C.L. Giles, D. Pennock, E. Glover, H. Zha,
"What's
the code? Automatic Classification of Source Code Archives," Eighth
ACM International Conference on Knowledge and Data Discovery (KDD
2002), 632-638 (poster), 2002.
- Y. Khopkar, A. Spink, C.L. Giles, P. Shah, S. Debnath,
"Personalization of search engine Web sites: Little bark, little
bite," IC2002: International Conference on Internet Computing,
Las
Vegas, NV, Vol. III, 581-587, 2002.
- R. Caruana. S. Lawrence, C.L. Giles, "Overfitting in Neural
Networks: Backpropagation, Conjugate Gradient, and Early Stopping," Advances
in Neural Information Processing Systems, NIPS 13, (eds) T. Leen,
T.G. Dietterich, V. Tresp, 402-408, 2001.
- D. Pennock, S. Lawrence, C.L. Giles, F. Nielsen,"Extracting
Collective Probabilistic Forecasts from Web Games", Seventh ACM
International Conference on Knowledge Discovery and Data Mining (KDD
2001), 174-183, 2001.
- F. Coetzee, E. Glover, S. Lawrence, C.L Giles, "Feature
Selection in Web Applications Using ROC Inflections", IEEE
Symposium on Applications and the Internet, SAINT 2001, 5-14, 2001.
- Kam Jim, C.L. Giles, "How
communication can improve the performance of multi-agent systems," 5th
ACM International Conference on Autonomous Agents, 584-591, 2001.
- E.J. Glover, G.W. Flake, S. Lawrence, W.P. Birmingham, A. Kruger,
C.L. Giles, D.M. Pennock, "Improving
Category Specific Web Search by Learning Query Modifications," IEEE
Symposium on Applications and the Internet, SAINT 2001, 23-32, 2001.
- A. Kruger, C.L. Giles, F. Coetzee, E. Glover, G.W. Flake, S.
Lawrence. C. Omlin, "DEADLINER,
Building a New Niche Search Engine," Ninth International ACM
Conference on Information and Knowledge Management, CIKM 2000,
272-281, 2000.
- S. Lawrence, F. Coetzee, G.W. Flake, D.M. Pennock, R. Krovetz, F.
Nielsen, A. Kruger, C.L. Giles, "Persistence
of information on the web: Analyzing citations contained in research
articles," Ninth International ACM Conference on Information
and Knowledge Management, CIKM 2000, 235-242, 2000.
- M. Diligenti, F.M. Coetzee, S. Lawrence, C.L. Giles, M. Gori, "Focused
Crawling Using Context Graphs," 26th Internaiional Conference
on Very Large Databases (VLDB 2000), 527-534, 2000.
- G. Flake, S. Lawrence, C.L. Giles, "Efficient
Identification of Web Communities," ACM Conference on Knowledge
and Data Discovery (KDD 2000), 150-160, 2000.
- F.M. Coetzee, S. Lawrence, C.L. Giles, "Bayesian Classification
and Feature Selection from Finite Data Sets", 16th Conference
Uncertainty in Artificial Intelligence (UAI 2000), 89-97, 2000.
- D.M. Pennock, E. Horvitz, S. Lawrence, C.L. Giles, "Collabrative
filtering by personality diagnosis: A hybrid memory- and model-based
approach," 16th Conference on Uncertainty in Artificial
Intelligence (UAI 2000), 473-480, 2000.
- D.M. Pennock, P. Maynard-Reid II, C.L. Giles. "A normative
examination of ensemble learning algorithms," 17th International
Conference on Machine Learning (ICML 2000), 735-742, 2000.
- D.M. Pennock, E. Horvitz, C.L. Giles. "Social choice theory
and recommender systems: Analysis of the axiomatic foundations of
collaborative filtering," 17th National
Conference on Artificial Intelligence (AAAI 2000), 729-234, 2000.
- A. Popescul, G.W. Flake, S. Lawrence, L. Ungar, C.L. Giles, "Clustering
and Identifying Temporal Trends in Document Databases," IEEE
Advances in Digital Libraries (ADL 2000), 173-182, 2000.
- U. Cetintemel, M.J. Franklin, C.L. Giles, "Self-Adaptive
User Profiles for Large-Scale Data Delivery," IEEE 16th
International Conference on Data Engineering (ICDE 2000), 622-633,
2000.
- R. Bakker , J.C. Schouten , C. L. Giles, F. Takens, C.M. van den
Bleek, "Robust Learning of Chaotic Attractors," Advances in Neural
Information Processing Systems 12, (eds) S. A. Solla, T. K. Leen,
K.-R. Mueller, 2000.
2000-2003 Reprinted Papers:
Selected Awards:
- ACM Fellow, 2007.
- IBM Distinguished Faculty Award,
2002, 2003.
- NEC Patent of the Year Award, 2001.
- NEC Research Impact Award, 2000.
- Internet Innovator Award, 1999.
- IEEE Fellow, 1997.
2000-2007 Selected Conference and Workshop
Program Committees, Journal Special Issues:
- ACM/IEEE Joint Conference on Digital Libraries, 2004, 2005,
2006, 2007.
- ACM TOIT Special Issue on Machine Learning for
the
Internet, 2004.
- Workshop on Algorithms and Models for the Web-Graph, 43rd
Annual IEEE Symposium on Foundations of Computer Science, 2003.
- ACM SIGKDD Conference on Knowledge Discovery and Data Mining
(KDD), 2003.
- The First and Second Workshops on Temporal Data Mining at
the ACM SIGKDD International Conference on Knowledge Discovery and
Data Mining, 2001, 2002.
- International World Wide Web Conference (WWW), 2002, 2003,
2005, 2006.
- ACM Conference on Information and Knowledge Management (CIKM),
1999, 2001, 2002, 2004, 2005, 2006.
- ACM Conference on Research and Development in Information
Retrieval (SIGIR), 2003, 2005, 2006.
- The Learning Workshop, Snowbird, Utah, 1999-2003.
- IEEE International Joint Conference on Neural Networks (IJCNN),
Vice Chair for the Americas, 2000; Program Chair, 2002.
- Neural Information Processing Systems -- Natural and Synthetic
(NIPS), reviewer, 1999, 2001, 2002.
- First International Workshop on Internet Computing and
E-Commerce (ICEC'01), 2001.
- IEEE International Conference on Multimedia and Expo (ICME),
2000.
- 5th International Colloquium on Grammatical Inference (ICGI),
2000.
- International Workshop on Mining, Measurement and Metrology on
the World Wide Web (M3W3 2000), 2000.
- Workshop on Web Measurement, Metrics and Mathematical Models, at
the 9th World Wide Web Conference, May 2000. Organizers: C. Lee
Giles, Steve Lawrence,
Jim Pitkow.
- Workshop on Artificial Intelligence for Web Search, at the 17th
National Conference on Artificial Intelligence (AAAI 2000) July,
2000. Organizers: K. Bollacker, C.L. Giles, S. Lawrence.
2000-2007 Non-Conference Seminars:
- AOL, AFOSR, CIA, Bristol-Myers Squibb,
CMU, U. of Colorado, Cornell U., Dalhousie U., U. of Delaware, Drexel
U., Ford Motor
Co., Free U. of Amsterdam, Guelph U., Indiana U., Lehigh U., U. of
Maryland,
U. of Memphis, Mitre, U. of Nijmegen, NSA, Penn State U.,
Physiome Sciences, Princeton U., RPI, U. of Rochester, Rutgers
U., SAP, U. of Siena, Sparta, U. of Toronto, U. of Trento,
Vanderbilt U.,
U. of
Waterloo.