C. Lee Giles

David M. Pennock, Sandip Debnath, Eric J. Glover, C. Lee Giles: Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. CoRR abs/1301.0594 (2013)

Frans Coetzee, Steve Lawrence, C. Lee Giles: Bayesian Classification and Feature Selection from Finite Data Sets. CoRR abs/1301.3843 (2013)

David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles: Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach. CoRR abs/1301.3885 (2013)

Sumit Bhatia, Cornelia Caragea, Hung-Hsuan Chen, Jian Wu, Pucktada Treeratpituk, Zhaohui Wu, Madian Khabsa, Prasenjit Mitra, C. Lee Giles: Specialized Research Datasets in the CiteSeer^x Digital Library. D-Lib Magazine 18(7/8) (2012)

Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles: Table Header Detection and Classification. AAAI 2012

Pucktada Treeratpituk, C. Lee Giles: Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching. AAAI 2012

Wenyi Huang, Saurabh Kataria, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, Lior Rokach: Recommending citations: translating papers into references. CIKM 2012: 1910-1914

Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles: Entity resolution using search engine results. CIKM 2012: 2363-2366

Sujatha Das, Prasenjit Mitra, C. Lee Giles: Phrase Pair Classification for Identifying Subtopics. ECIR 2012: 489-493

Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles: Iterative Graph Feature Mining for Graph Indexing. ICDE 2012: 198-209

Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles: Similar researcher search in academic environments. JCDL 2012: 167-170

Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles: AckSeer: a repository and search engine for automatically extracted acknowledgments from digital libraries. JCDL 2012: 185-194

Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles: Improving algorithm search using the algorithm co-citation network. JCDL 2012: 277-280

Pradeep B. Teregowda, Madian Khabsa, Clyde Lee Giles: A system for indexing tables, algorithms and figures. JCDL 2012: 343-344

Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles: Discovering missing links in networks using vertex similarity measures. SAC 2012: 138-143

Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles: Predicting Recent Links in FOAF Networks. SBP 2012: 156-163

Madian Khabsa, Sharon Koppman, C. Lee Giles: Towards Building and Analyzing a Social Network of Acknowledgments in Scientific and Academic Documents. SBP 2012: 357-364

Jian Wu, Pradeep B. Teregowda, Juan Pablo Fernández Ramírez, Prasenjit Mitra, Shuyi Zheng, C. Lee Giles: The evolution of a crawling strategy for an academic document search engine: whitelists and blacklists. WebSci 2012: 340-343

Jian Wu, Pradeep B. Teregowda, Madian Khabsa, Stephen Carman, Douglas Jordan, Jose San Pedro Wandelmer, Xin Lu, Prasenjit Mitra, C. Lee Giles: Web crawler middleware for search engine digital libraries: a case study for citeseerX. WIDM 2012: 57-64

Seyda Ertekin, Léon Bottou, C. Lee Giles: Nonconvex Online Support Vector Machines. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 368-381 (2011)

Bingjun Sun, Prasenjit Mitra, C. Lee Giles, Karl T. Mueller: Identifying, Indexing, and Ranking Chemical Formulae and Chemical Names in Digital Documents. ACM Trans. Inf. Syst. 29(2): 12 (2011)

Yang Song, Lu Zhang, C. Lee Giles: Automatic tag recommendation algorithms for social recommender systems. TWEB 5(1): 4 (2011)

Christopher J. Duffy, Lorne Leonard, Gopal Bhatt, Xuan Yu, C. Lee Giles: Watershed Reanalysis: Towards a National Strategy for Model-Data Integration. e-Science Workshops 2011: 61-65

Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles: Context Sensitive Topic Models for Author Influence in Document Networks. IJCAI 2011: 2274-2280

Sujatha Das Gollapalli, C. Lee Giles, Prasenjit Mitra, Cornelia Caragea: On identifying academic homepages for digital libraries. JCDL 2011: 123-132

Hung-Hsuan Chen, Liang Gou, Xiaolong Zhang, Clyde Lee Giles: CollabSeer: a search engine for collaboration discovery. JCDL 2011: 231-240

Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles: Ranking authors in digital libraries. JCDL 2011: 251-254

Hung-Hsuan Chen, Liang Gou, Xiaolong Zhang, Clyde Lee Giles: Capturing missing edges in social networks using vertex similarity. K-CAP 2011: 195-196

Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles: Citation recommendation without author supervision. WSDM 2011: 755-764

Shibamouli Lahiri, Juan Pablo Fernández Ramírez, Shikha Nangia, Prasenjit Mitra, C. Lee Giles, Karl T. Mueller: ChemXSeer Digital Library Gaussian Search. CoRR abs/1104.4601 (2011)

Haizheng Zhang, Baojun Qiu, Kristinka Ivanova, C. Lee Giles, Henry C. Foley, John Yen: Locality and attachedness-based temporal social network growth dynamics analysis: A case study of evolving nanotechnology scientific collaboration networks. JASIST 61(5): 964-977 (2010)

Pradeep B. Teregowda, Bhuvan Urgaonkar, C. Lee Giles: Cloud Computing: A Digital Libraries Perspective. IEEE CLOUD 2010: 115-122

Jian Huang, Pucktada Treeratpituk, Sarah M. Taylor, C. Lee Giles: Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization. COLING 2010: 483-491

Na Li, Leilei Zhu, Prasenjit Mitra, Karl T. Mueller, Eric Poweleit, C. Lee Giles: oreChem ChemXSeer: a semantic digital library for chemistry. JCDL 2010: 245-254

Liang Gou, Xiaolong Zhang, Hung-Hsuan Chen, Jung-Hyun Kim, C. Lee Giles: Social network document ranking. JCDL 2010: 313-322

Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolong Zhang, C. Lee Giles: SNDocRank: a social network-based video search ranking framework. Multimedia Information Retrieval 2010: 367-376

James Ze Wang, Weina Ge, Dean R. Snow, Prasenjit Mitra, C. Lee Giles: Determining the sexual identities of prehistoric cave artists using digitized handprints: a machine learning approach. ACM Multimedia 2010: 1325-1332

Huajing Li, Yuan Tian, Wang-Chien Lee, C. Lee Giles, Meng-Chang Chen: Personalized Feed Recommendation Service for Social Networks. SocialCom/PASSAT 2010: 96-103

Yang Sun, Isaac G. Councill, C. Lee Giles: The Ethicality of Web Crawlers. Web Intelligence 2010: 668-675

Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, C. Lee Giles: Context-aware citation recommendation. WWW 2010: 421-430

Jian Huang, Jianfeng Gao, Jiangbo Miao, Xiaolong Li, Kuansan Wang, Fritz Behr, C. Lee Giles: Exploring web scale language models for search query processing. WWW 2010: 451-460

Sumit Bhatia, Prasenjit Mitra, C. Lee Giles: Finding algorithms in scientific articles. WWW 2010: 1061-1062

C. Lee Giles, Yang Sun, Isaac G. Councill: Measuring the web crawler ethics. WWW 2010: 1101-1102

Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolong Zhang, C. Lee Giles: SNDocRank: document ranking based on social networks. WWW 2010: 1103-1104

Yang Sun, C. Lee Giles: Estimating the web robot population. WWW 2010: 1189-1190

Jane Hunter, Carl Lagoze, C. Lee Giles, Yuan-Fang Li (Eds.): Proceedings of the 2010 Joint International Conference on Digital Libraries, JCDL 2010, Gold Coast, Queensland, Australia, June 21-25, 2010. ACM 2010, isbn 978-1-4503-0085-8

C. Lee Giles, Marc Smith, John Yen, Haizheng Zhang (Eds.): Advances in Social Network Mining and Analysis, Second International Workshop, SNAKDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5498, Springer 2010, isbn 978-3-642-14928-3

Xiaonan Lu, Saurabh Kataria, William J. Brouwer, James Ze Wang, Prasenjit Mitra, C. Lee Giles: Automated analysis of images in documents for intelligent document search. IJDAR 12(2): 65-81 (2009)

Umer Farooq, Craig H. Ganoe, John M. Carroll, C. Lee Giles: Designing for e-science: Requirements gathering for collaboration in CiteSeer. Int. J. Hum.-Comput. Stud. 67(4): 297-312 (2009)

Yang Song, Aleksander Kolcz, C. Lee Giles: Better Naive Bayes classification for high-precision spam detection. Softw., Pract. Exper. 39(11): 1003-1024 (2009)

Jian Huang, Sarah M. Taylor, Jonathan L. Smith, Konstantinos A. Fotiadis, C. Lee Giles: Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering. ACL/IJCNLP 2009: 414-422

Shuyi Zheng, Ruihua Song, Ji-Rong Wen, C. Lee Giles: Efficient record-level wrapper induction. CIKM 2009: 47-56

Bingjun Sun, Prasenjit Mitra, C. Lee Giles: Independent informative subgraph mining for graph information retrieval. CIKM 2009: 563-572

Qi He, Bi Chen, Jian Pei, Baojun Qiu, Prasenjit Mitra, C. Lee Giles: Detecting topic evolution in scientific literature: how can citations help? CIKM 2009: 957-966

Bingjun Sun, Prasenjit Mitra, C. Lee Giles: Learning to rank graphs for online similar graph search. CIKM 2009: 1871-1874

Shuyi Zheng, Pavel Dmitriev, C. Lee Giles: Graph-based seed selection for web-scale crawlers. CIKM 2009: 1967-1970

Qingzhao Tan, Prasenjit Mitra, C. Lee Giles: Effectively Searching Maps in Web Documents. ECIR 2009: 162-176

Levent Bolelli, Seyda Ertekin, C. Lee Giles: Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation. ECIR 2009: 776-780

Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles: Improving the Table Boundary Detection in PDFs by Fixing the Sequence Error of the Sparse Lines. ICDAR 2009: 1006-1010

Pucktada Treeratpituk, C. Lee Giles: Disambiguating authors in academic publications using random forests. JCDL 2009: 39-48

Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles: Finding topic trends in digital libraries. JCDL 2009: 69-72

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

Jian Huang, Sarah M. Taylor, Jonathan L. Smith, Konstantinos A. Fotiadis, C. Lee Giles: Solving the "Who's Mark Johnson Puzzle": Information Extraction Based Cross Document Coreference. HLT-NAACL (Student Research Workshop and Doctoral Consortium) 2009: 7-12

Su Yan, Alex 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

Haizheng Zhang, Myra Spiliopoulou, Bamshad Mobasher, C. Lee Giles, Andrew McCallum, Olfa Nasraoui, Jaideep Srivastava, John Yen (Eds.): Advances in Web Mining and Web Usage Analysis, 9th International Workshop on Knowledge Discovery on the Web, WebKDD 2007, and 1st International Workshop on Social Networks Analysis, SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007. Revised Papers. Lecture Notes in Computer Science 5439, Springer 2009, isbn 978-3-642-00527-5

C. Lee Giles, Prasenjit Mitra, Igor Perisic, John Yen, Haizheng Zhang (Eds.): Proceedings of the 3rd Workshop on Social Network Mining and Analysis, SNAKDD 2009, Paris, France, June 28, 2009. ACM 2009, isbn 978-1-60558-676-2

Qingzhao Tan, Prasenjit Mitra, C. Lee Giles: Effectively Searching Maps in Web Documents. CoRR abs/0901.3939 (2009)

Umer Farooq, Craig H. Ganoe, John M. Carroll, Isaac G. Councill, C. Lee Giles: Design and evaluation of awareness mechanisms in CiteSeer. Inf. Process. Manage. 44(2): 596-612 (2008)

Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles: Workload analysis for scientific literature digital libraries. Int. J. on Digital Libraries 9(2): 139-149 (2008)

Haizheng Zhang, Marc Smith, C. Lee Giles, John Yen, Henry C. Foley: SNAKDD 2008 social network mining and analysis postworkshop report. SIGKDD Explorations 10(2): 74-77 (2008)

Shu Huang, Qiankun Zhao, Prasenjit Mitra, C. Lee Giles: Hierarchical Location and Topic Based Query Expansion. AAAI 2008: 1150-1155

Saurabh Kataria, William Browuer, Prasenjit Mitra, C. Lee Giles: Automatic Extraction of Data Points and Text Blocks from 2-Dimensional Plots in Digital Documents. AAAI 2008: 1169-1174

Prasenjit Mitra, C. Lee Giles, Bingjun Sun, Ying Liu, Anuj R. Jaiswal: Scientific Data and Document Processing in ChemxSeer. AAAI Spring Symposium: Semantic Scientific Knowledge Integration 2008: 51-56

Xiaolong Zhang, Yan Qu, C. Lee Giles, Piyou Song: CiteSense: supporting sensemaking of research literature. CHI 2008: 677-680

Jian Huang, Omid Madani, C. Lee Giles: Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization. CIKM 2008: 83-92

Yang Song, Lu Zhang, C. Lee Giles: A sparse gaussian processes classification framework for fast tag suggestions. CIKM 2008: 93-102

Ying Liu, Lucian Vlad 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. CIKM 2008: 981-990

Huajing Li, Zaiqing Nie, Wang-Chien Lee, C. Lee Giles, Ji-Rong Wen: Scalable community discovery on textual data with relations. CIKM 2008: 1203-1212

Ying Liu, Prasenjit Mitra, C. Lee Giles: Identifying table boundaries in digital documents via sparse line detection. CIKM 2008: 1311-1320

Qingzhao Tan, Prasenjit Mitra, C. Lee Giles: Metadata extraction and indexing for map search in web documents. CIKM 2008: 1367-1368

Yang Sun, Huajing Li, Isaac G. Councill, Wang-Chien Lee, C. Lee Giles: Measuring user preference changes in digital libraries. CIKM 2008: 1497-1498

Ying Liu, Prasenjit Mitra, C. Lee Giles: A Fast Preprocessing Method for Table Boundary Detection: Narrowing Down the Sparse Lines Using Solely Coordinate Information. Document Analysis Systems 2008: 431-438

Yang Song, Lu Zhang, C. Lee Giles: A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection. ICDM 2008: 1031-1036

Yang Song, C. Lee Giles: Efficient user preference predictions using collaborative filtering. ICPR 2008: 1-4

Yang Sun, Isaac G. Councill, C. Lee Giles: BotSeer: An Automated Information System for Analyzing Web Robots. ICWE 2008: 108-114

Xiaonan Lu, Brewster Kahle, James Ze Wang, C. Lee Giles: A metadata generation system for scanned scientific volumes. JCDL 2008: 167-176

William Browuer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles: Segregating and extracting overlapping data points in two-dimensional plots. JCDL 2008: 276-279

Isaac G. Councill, C. Lee Giles, Min-Yen Kan: ParsCit: an Open-source CRF Reference String Parsing Package. LREC 2008

Ying Liu, Lucian Vlad 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

Yang Song, Ziming Zhuang, Huajing Li, Qiankun Zhao, Jia Li, Wang-Chien Lee, C. Lee Giles: Real-time automatic tag recommendation. SIGIR 2008: 515-522

Ziming Zhuang, Cliff Brunk, Prasenjit Mitra, C. Lee Giles: Towards Click-Based Models of Geographic Interests in Web Search. Web Intelligence 2008: 293-299

Yang Sun, Huajing Li, Isaac G. Councill, Jian Huang, Wang-Chien Lee, C. Lee Giles: Personalized ranking for digital libraries based on log analysis. WIDM 2008: 133-140

Jian Huang, Ziming Zhuang, Jia Li, C. Lee Giles: Collaboration over time: characterizing and modeling network evolution. WSDM 2008: 107-116

Ziming Zhuang, Cliff Brunk, C. Lee Giles: Modeling and visualizing geo-sensitive queries based on user clicks. LocWeb 2008: 73-76

Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles: Learning multiple graphs for document recommendations. WWW 2008: 141-150

Ding Zhou, Jiang Bian, Shuyi Zheng, Hongyuan Zha, C. Lee Giles: Exploring social annotations for information retrieval. WWW 2008: 715-724

Bingjun Sun, Prasenjit Mitra, C. Lee Giles: Mining, indexing, and searching for textual chemical molecule information on the web. WWW 2008: 735-744

William J. Brouwer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles: Automatic Identification and Data Extraction from 2-Dimensional Plots in Digital Documents. CoRR abs/0809.1802 (2008)

Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles, Byung-Won On: Are your citations clean? Commun. ACM 50(12): 33-38 (2007)

Tsungnan Lin, C. Lee Giles: Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network. IEICE Transactions 90-A(12): 2916-2929 (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)

Haizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum: WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. SIGKDD Explorations 9(2): 87-92 (2007)

Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles: TableRank: A Ranking Algorithm for Table Search and Retrieval. AAAI 2007: 317-322

Haizheng Zhang, C. Lee Giles, Henry C. Foley, John Yen: Probabilistic Community Discovery Using Hierarchical Latent Gaussian Mixture Model. AAAI 2007: 663-668

Prasenjit Mitra, C. Lee Giles, Bingjun Sun, Ying Liu: ChemXSeer: a digital library and data repository for chemical kinetics. CIMS 2007: 7-10

Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles: Learning on the border: active learning in imbalanced data classification. CIKM 2007: 127-136

Qingzhao Tan, Prasenjit Mitra, C. Lee Giles: Designing clustering-based web crawling policies for search engine crawlers. CIKM 2007: 535-544

Yang Sun, C. Lee Giles: Popularity Weighted Ranking for Academic Digital Libraries. ECIR 2007: 605-612

Umer Farooq, Thomas George Kannampallil, Yang Song, Craig H. Ganoe, John M. Carroll, C. Lee Giles: Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. GROUP 2007: 351-360

Umer Farooq, Craig H. Ganoe, John M. Carroll, C. Lee Giles: Supporting distributed scientific collaboration: Implications for designing the CiteSeer collaboratory. HICSS 2007: 26

Xiaonan Lu, James Ze Wang, Prasenjit Mitra, C. Lee Giles: Automatic Extraction of Data from 2-D Plots in Documents. ICDAR 2007: 188-192

Haizheng Zhang, Wei Li, Xuerui Wang, C. Lee Giles, Henry C. Foley, John Yen: HSN-PAM: Finding Hierarchical Probabilistic Groups from Large-Scale Networks. ICDM Workshops 2007: 27-32

Shuyi Zheng, Ding Zhou, Jia Li, C. Lee Giles: Extracting Author Meta-Data from Web Using Visual Features. ICDM Workshops 2007: 33-40

Shu Huang, Qiankun Zhao, Prasenjit Mitra, C. Lee Giles: Query Expansion Using Topic and Location. ICDM Workshops 2007: 619-624

Ding Zhou, Sergey A. Orshanskiy, Hongyuan Zha, C. Lee Giles: Co-ranking Authors and Documents in a Heterogeneous Network. ICDM 2007: 739-744

Ding Zhou, Isaac G. Councill, Hongyuan Zha, C. Lee Giles: Discovering Temporal Communities from Social Network Documents. ICDM 2007: 745-750

Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles: A Hybrid Cache and Prefetch Mechanism for Scientific Literature Search Engines. ICWE 2007: 121-136

Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles: Efficiently Detecting Webpage Updates Using Samples. ICWE 2007: 285-300

Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha: Learning User Clicks in Web Search. IJCAI 2007: 1162-1167

Haizheng Zhang, Baojun Qiu, C. Lee Giles, Henry C. Foley, John Yen: An LDA-based Community Structure Discovery Approach for Large-Scale Social Networks. ISI 2007: 200-207

Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles: TableSeer: automatic table metadata extraction and searching in digital libraries. JCDL 2007: 91-100

Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles: SearchGen: a synthetic workload generator for scientific literature digital libraries and search engines. JCDL 2007: 137-146

Su Yan, Dongwon Lee, Min-Yen Kan, C. Lee Giles: Adaptive sorted neighborhood methods for efficient record linkage. JCDL 2007: 185-194

Ziming Zhuang, Ergin Elmacioglu, Dongwon Lee, C. Lee Giles: Measuring conference quality by mining program committee characteristics. JCDL 2007: 225-234

Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles: Efficient topic-based unsupervised name disambiguation. JCDL 2007: 342-351

Yookyung Jo, Carl Lagoze, C. Lee Giles: Detecting research topics via the correlation between graphs and texts. KDD 2007: 370-379

Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles: IKNN: Informative K-Nearest Neighbor Pattern Classification. PKDD 2007: 248-264

Jian Huang, Seyda Ertekin, Yang Song, Hongyuan Zha, C. Lee Giles: Efficient Multiclass Boosting Classification with Active Learning. SDM 2007

Xiaonan Lu, James Ze Wang, C. Lee Giles: Intelligent Parsing of Scanned Volumes for Web Based Archives. ICSC 2007: 559-568

Bingjun Sun, Prasenjit Mitra, C. Lee Giles, John Yen, Hongyuan Zha: Topic segmentation with shared topic detection and alignment of multiple documents. SIGIR 2007: 199-206

Seyda Ertekin, Jian Huang, C. Lee Giles: Active learning for class imbalance problem. SIGIR 2007: 823-824

Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles: A clustering-based sampling approach for refreshing search engine's database. WebDB 2007

Yang Sun, Ziming Zhuang, Isaac G. Councill, C. Lee Giles: Determining Bias to Search Engines from Robots.txt. Web Intelligence 2007: 149-155

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

Bingjun Sun, Qingzhao Tan, Prasenjit Mitra, C. Lee Giles: Extraction and search of chemical formulae in text documents on the web. WWW 2007: 251-260

Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles: A clustering method for web data with multi-type interrelated components. WWW 2007: 1121-1122

Yang Sun, Ziming Zhuang, C. Lee Giles: A large-scale study of robots.txt. WWW 2007: 1123-1124

Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles: Automatic searching of tables in digital libraries. WWW 2007: 1135-1136

Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles: Designing efficient sampling techniques to detect webpage updates. WWW 2007: 1147-1148

Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles: Generative models for name disambiguation. WWW 2007: 1163-1164

Xiaonan Lu, James Ze Wang, Prasenjit Mitra, C. Lee Giles: Deriving knowledge from figures for digital libraries. WWW 2007: 1229-1230

Qiankun Zhao, Prasenjit Mitra, C. Lee Giles: Image annotation by hierarchical mapping of features. WWW 2007: 1237-1238

Prasenjit Mitra, C. Lee Giles, Leslie Carr (Eds.): Proceedings of the First Workshop on CyberInfrastructure: Information Management in eScience, CIMS 2007, Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 9, 2007. ACM 2007

Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles: A Comparison of On-Line Computer Science Citation Databases. CoRR abs/cs/0703043 (2007)

Ding Zhou, Xiang Ji, Hongyuan Zha, C. Lee Giles: Topic evolution and social interactions: how authors effect research. CIKM 2006: 248-257

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. ECDL 2006: 111-122

Yang Song, Ding Zhou, Jian Huang, Isaac G. Councill, Hongyuan Zha, C. Lee Giles: Boosting the Feature Space: Text Classification for Unstructured Data on the Web. ICDM 2006: 1064-1069

Huajing Li, Isaac G. Councill, Levent Bolelli, Ding Zhou, Yang Song, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles: CiteSeer^chi: a scalable autonomous scientific digital library. Infoscale 2006: 18

Xiaonan Lu, Prasenjit Mitra, James Ze Wang, C. Lee Giles: Automatic categorization of figures in scientific documents. JCDL 2006: 129-138

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. JCDL 2006: 276-285

Ying Liu, Prasenjit Mitra, C. Lee Giles, Kun Bai: Automatic extraction of table metadata from digital documents. JCDL 2006: 339-340

C. Lee Giles: The Future of CiteSeer: CiteSeer^x. PKDD 2006: 2

Levent Bolelli, Seyda Ertekin, C. Lee Giles: Clustering Scientific Literature Using Sparse Citation Graph Analysis. PKDD 2006: 30-41

Ziming Zhuang, Silviu Cucerzan, C. Lee Giles: Network Flow for Collaborative Ranking. PKDD 2006: 434-445

Jian Huang, Seyda Ertekin, C. Lee Giles: Efficient Name Disambiguation for Large-Scale Databases. PKDD 2006: 536-544

Anuj R. Jaiswal, C. Lee Giles, Prasenjit Mitra, James Ze Wang: An architecture for creating collaborative semantically capable scientific data sharing infrastructures. WIDM 2006: 75-82

Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha: Probabilistic models for discovering e-communities. WWW 2006: 173-182

Huajing Li, Isaac G. Councill, Wang-Chien Lee, C. Lee Giles: CiteSeerx: an architecture and web service design for an academic document search engine. WWW 2006: 883-884

Sandip Debnath, Prasenjit Mitra, Nirmal Pal, C. Lee Giles: Automatic Identification of Informative Sections of Web Pages. IEEE Trans. Knowl. Data Eng. 17(9): 1233-1246 (2005)

Anna L. Buczak, Benjamin Grooters, Paul Kogut, Eren Manavoglu, C. Lee Giles: Recommender Systems for Intelligence Analysts. AAAI Spring Symposium: AI Technologies for Homeland Security 2005: 25-31

Sandip Debnath, Tracy Mullen, Arun Upneja, C. Lee Giles: Knowledge Discovery in Web-Directories: Finding Term-Relations to Build a Business Ontology. EC-Web 2005: 188-197

Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles: A Comparison of On-Line Computer Science Citation Databases. ECDL 2005: 438-449

Sandip Debnath, Prasenjit Mitra, C. Lee Giles: Finding Base Time-Line of a News Article. FLAIRS Conference 2005: 142-147

Sandip Debnath, Prasenjit Mitra, C. Lee Giles: Identifying Content Blocks from Web Documents. ISMIS 2005: 285-293

Ziming Zhuang, Rohit Wagle, C. Lee Giles: What's there and what's not?: focused crawling for missing documents in digital libraries. JCDL 2005: 301-310

Hui Han, Hongyuan Zha, C. Lee Giles: Name disambiguation in author citations using a K-way spectral clustering method. JCDL 2005: 334-343

Isaac G. Councill, C. Lee Giles, Hui Han, Eren Manavoglu: Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library. K-CAP 2005: 19-26

Sandip Debnath, C. Lee Giles: A learning based model for headline extraction of news articles to find explanatory sentences for events. K-CAP 2005: 189-190

Sandip Debnath, Arun Upneja, C. Lee Giles: Learning term-relationships for ontology construction: creating business ontologies for event explanation. K-CAP 2005: 191-192

Hui Han, Eren Manavoglu, Hongyuan Zha, Kostas Tsioutsiouliklis, C. Lee Giles, Xiangmin Zhang: Rule-based word clustering for document metadata extraction. SAC 2005: 1049-1053

Hui Han, Wei Xu, Hongyuan Zha, C. Lee Giles: A hierarchical naive Bayes mixture model for name disambiguation in author citations. SAC 2005: 1065-1069

Sandip Debnath, Prasenjit Mitra, C. Lee Giles: Automatic extraction of informative blocks from webpages. SAC 2005: 1722-1726

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. WWW (Special interest tracks and posters) 2005: 1062-1063

Dmitry Pavlov, Eren Manavoglu, David M. Pennock, C. Lee Giles: Collaborative Filtering with Maximum Entropy. IEEE Intelligent Systems 19(6): 40-48 (2004)

Seung-Taek Park, David M. Pennock, C. Lee Giles, Robert Krovetz: Analysis of lexical signatures for improving information persistence on the World Wide Web. ACM Trans. Inf. Syst. 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)

Arnaud De Bruyn, C. Lee Giles, David M. Pennock: Offering Collaborative-Like Recommendations When Data Is Sparse: The Case of Attraction-Weighted Information Filtering.. AH 2004: 393-396

C. Lee Giles: CiteSeer: Past, Present, and Future. AWIC 2004: 2

Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han, Isaac G. Councill: CiteSeer-API: towards seamless resource location and interlinking for digital libraries. CIKM 2004: 553-561

Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han, Isaac G. Councill: A service-oriented architecture for digital libraries. ICSOC 2004: 263-268

Seung-Taek Park, David M. Pennock, C. Lee Giles: Comparing static and dynamic measurements and models of the Internet's AS topology. INFOCOM 2004

Lillian N. Cassel, Edward A. Fox, Jan Lee, Manuel A. Pérez-Quiñones, Deborah Knox, John Impagliazzo, C. Lee Giles: Using CITIDEL to develop and share class plans. ITiCSE 2004: 270

Gautam Pant, Kostas Tsioutsiouliklis, Judy Johnson, C. Lee Giles: Panorama: extending digital libraries with topical crawlers. JCDL 2004: 142-150

Hui Han, C. Lee Giles, Hongyuan Zha, Cheng Li, Kostas Tsioutsiouliklis: Two supervised learning approaches for name disambiguation in author citations. JCDL 2004: 296-305

Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han: Enabling interoperability for autonomous digital libraries: an API to citeseer services. JCDL 2004: 372-373

C. Lee Giles: Next generation CiteSeer. WIDM 2004: 47-47

Yashmeet Khopkar, Amanda Spink, C. Lee Giles, Prital Shah, Sandip Debnath: Search engine personalization: An exploratory study. First Monday 8(7) (2003)

Todd M. Bacastow, Brian R. Cook, Kam-Chuen Jim, C. Lee Giles: Don't move: the T-Rex effect in the predator-prey world. AAMAS 2003: 924-925

Eren Manavoglu, Dmitry Pavlov, C. Lee Giles: Probabilistic User Behavior Models. ICDM 2003: 203-210

Judy Johnson, Kostas Tsioutsiouliklis, C. Lee Giles: Evolving Strategies for Focused Web Crawling. ICML 2003: 298-305

John A. N. Lee, John Impagliazzo, Lillian N. Cassel, Edward A. Fox, C. Lee Giles, Deborah Knox, Manuel A. Pérez-Quiñones: Enhancing distance learning using quality digital libraries and CITIDEL. Quality Education @ a Distance 2003: 61-71

Seung-Taek Park, Alexy Khrabrov, David M. Pennock, Steve Lawrence, C. Lee Giles, Lyle H. Ungar: Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. INFOCOM 2003

Lillian N. Cassel, John Impagliazzo, Deborah Knox, C. Lee Giles, Edward A. Fox, Jan Lee, Manuel A. Pérez-Quiñones: Using an education oriented digital library to organize and present classes in computing and information. ITiCSE 2003: 260

Hui Han, C. Lee Giles, Eren Manavoglu, Hongyuan Zha, Zhenyue Zhang, Edward A. Fox: Automatic Document Metadata Extraction Using Support Vector Machines. JCDL 2003: 37-48

Yves Petinot, Pradeep B. Teregowda, Hui Han, C. Lee Giles, Steve Lawrence, Arvind Rangaswamy, Nirmal Pal: eBizSearch: An OAI-Compliant Digital Library for eBusiness. JCDL 2003: 199-209

Sandip Debnath, David M. Pennock, C. Lee Giles, Steve Lawrence: Information incorporation in online in-Game sports betting markets. ACM Conference on Electronic Commerce 2003: 258-259

C. Lee Giles, Yves Petinot, Pradeep B. Teregowda, Hui Han, Steve Lawrence, Arvind Rangaswamy, Nirmal Pal: eBizSearch: a niche search engine for e-business. SIGIR 2003: 413-414

Robert Krovetz, Secil Ugurel, C. Lee Giles: Classification of source code archives. SIGIR 2003: 425-426

Hui Han, Eren Manavoglu, C. Lee Giles, Hongyuan Zha: Rule-based word clustering for text classification. SIGIR 2003: 445-446

Sunho Lim, Seung-Taek Park, Wang-Chien Lee, Guohong Cao, Chita R. Das, C. Lee Giles: A Caching Mechanism for Improving Internet based Mobile Ad Hoc Networks Performance. WWW (Posters) 2003

Gary William Flake, Steve Lawrence, C. Lee Giles, Frans Coetzee: Self-Organization and Identification of Web Communities. IEEE Computer 35(3): 66-71 (2002)

David M. Pennock, Gary William Flake, Steve Lawrence, Eric J. Glover, C. Lee Giles: Winners don't take all: Characterizing the competition for links on the web. Proc. Natl. Acad. Sci. USA 99(8): 5207-5211 (2002)

Yashmeet Khopkar, Amanda Spink, C. Lee Giles, Prital Shah, Sandip Debnath: Personlization of Search Engine Web Sites: All Bark, Little Bite. International Conference on Internet Computing 2002: 581-587

Secil Ugurel, Robert Krovetz, C. Lee Giles: What's the code?: automatic classification of source code archives. KDD 2002: 639-644

Seung-Taek Park, David M. Pennock, C. Lee Giles, Robert Krovetz: Analysis of lexical signatures for finding lost or related documents. SIGIR 2002: 11-18

David M. Pennock, Sandip Debnath, Eric J. Glover, C. Lee Giles: Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. UAI 2002: 405-413

C. Lee Giles, Kam-Chuen Jim: Learning Communication for Multi-agent Systems. WRAC 2002: 377-392

Gary William Flake, Eric J. Glover, Steve Lawrence, C. Lee Giles: Extracting query modifications from nonlinear SVMs. WWW 2002: 317-324

Eric J. Glover, Steve Lawrence, Michael D. Gordon, William P. Birmingham, C. Lee Giles: Web Search - Your Way. Commun. ACM 44(12): 97-102 (2001)

Steve Lawrence, David M. Pennock, Gary William Flake, Robert Krovetz, Frans Coetzee, Eric J. Glover, Finn Årup Nielsen, Andries Kruger, C. Lee Giles: Persistence of Web References in Scientific Research. IEEE Computer 34(2): 26-31 (2001)

Ron Sun, C. Lee Giles: Sequence Learning: From Recognition and Prediction to Sequential Decision Making. IEEE Intelligent Systems 16(4): 67-70 (2001)

Abby Goodrum, Katherine W. McCain, Steve Lawrence, C. Lee Giles: Scholarly publishing in the Internet age: a citation analysis of computer science literature. Inf. Process. Manage. 37(5): 661-675 (2001)

C. Lee Giles, Steve Lawrence, Ah Chung Tsoi: Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. Machine Learning 44(1/2): 161-183 (2001)

Peter Tiño, Bill G. Horne, C. Lee 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)

Kam-Chuen Jim, C. Lee Giles: How communication can improve the performance of multi-agent systems. Agents 2001: 584-591

David M. Pennock, Steve Lawrence, Finn Årup Nielsen, C. Lee Giles: Extracting collective probabilistic forecasts from web games. KDD 2001: 174-183

Frans Coetzee, Eric J. Glover, Steve Lawrence, C. Lee Giles: Feature Selection in Web Applications by ROC Inflections and Powerset Pruning. SAINT 2001: 5-14

Eric J. Glover, Gary William Flake, Steve Lawrence, William P. Birmingham, Andries Kruger, C. Lee Giles, David M. Pennock: Improving Category Specific Web Search by Learning Query Modifications. SAINT 2001: 23-

Ron Sun, C. Lee Giles (Eds.): Sequence Learning - Paradigms, Algorithms, and Applications. Lecture Notes in Computer Science 1828, Springer 2001, isbn 3-540-41597-1

Kam-Chuen Jim, C. Lee Giles: Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem. Artificial Life 6(3): 237-254 (2000)

Kurt D. Bollacker, Steve Lawrence, C. Lee Giles: Discovering Relevant Scientific Literature on the Web. IEEE Intelligent Systems 15(2): 42-47 (2000)

Rembrandt Bakker, Jaap C. Schouten, C. Lee Giles, Floris Takens, Cor M. van den Bleek: Learning Chaotic Attractors by Neural Networks. Neural Computation 12(10): 2355-2383 (2000)

Steve Lawrence, C. Lee Giles: Accessibility of information on the Web. Intelligence 11(1): 32-39 (2000)

Steve Lawrence, C. Lee Giles, Sandiway Fong: Natural Language Grammatical Inference with Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. 12(1): 126-140 (2000)

David M. Pennock, Eric Horvitz, C. Lee Giles: Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. AAAI/IAAI 2000: 729-734

Alexandrin Popescul, Gary William Flake, Steve Lawrence, Lyle H. Ungar, C. Lee Giles: Clustering and Identifying Temporal Trends in Document Databases. ADL 2000: 173-182

Steve Lawrence, Frans Coetzee, Gary William Flake, David M. Pennock, Robert Krovetz, Finn Årup Nielsen, Andries Kruger, C. Lee Giles: Persistence of information on the web: Analyzing citations contained in research articles. CIKM 2000: 235-242

Andries Kruger, C. Lee Giles, Frans Coetzee, Eric J. Glover, Gary William Flake, Steve Lawrence, Christian W. Omlin: DEADLINER: Building a New Niche Search Engine. CIKM 2000: 272-281

Ugur Çetintemel, Michael J. Franklin, C. Lee Giles: Self-Adaptive User Profiles for Large-Scale Data Delivery. ICDE 2000: 622-633

David M. Pennock, Pedrito Maynard-Reid II, C. Lee Giles, Eric Horvitz: A Normative Examination of Ensemble Learning Algorithms. ICML 2000: 735-742

Steve Lawrence, C. Lee Giles: Overfitting and Neural Networks: Conjugate Gradient and Backpropagation. IJCNN (1) 2000: 114-119

Gary William Flake, Steve Lawrence, C. Lee Giles: Efficient identification of Web communities. KDD 2000: 150-160

Rich Caruana, Steve Lawrence, C. Lee Giles: Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping. NIPS 2000: 402-408

Frans Coetzee, Steve Lawrence, C. Lee Giles: Bayesian Classification and Feature Selection from Finite Data Sets. UAI 2000: 89-97

David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles: Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. UAI 2000: 473-480

Michelangelo Diligenti, Frans Coetzee, Steve Lawrence, C. Lee Giles, Marco Gori: Focused Crawling Using Context Graphs. VLDB 2000: 527-534

Amanda Spink, C. Lee Giles, Steve Lawrence: Inquirus Web Meta-Search Tool: A User Evlaution Study. WebNet 2000: 819-820

Steve Lawrence, C. Lee Giles, Kurt D. Bollacker: Digital Libraries and Autonomous Citation Indexing. IEEE Computer 32(6): 67-71 (1999)

Steve Lawrence, C. Lee Giles, Kurt D. Bollacker: Autonomous Citation Matching. Agents 1999: 392-393

C. Lee Giles: Searching the Web: Can You Find What You Want? CIKM 1999: 1-2

Steve Lawrence, Kurt D. Bollacker, C. Lee Giles: Indexing and Retrieval of Scientific Literature. CIKM 1999: 139-146

Eric J. Glover, Steve Lawrence, William P. Birmingham, C. Lee Giles: Architecture of a Metasearch Engine That Supports User Information Needs. CIKM 1999: 210-216

Kurt D. Bollacker, Steve Lawrence, C. Lee Giles: A System for Automatic Personalized Tracking of Scientific Literature on the Web. ACM DL 1999: 105-113

Steve Lawrence, Kurt D. Bollacker, C. Lee Giles: Distributed Error Correction. ACM DL 1999: 232

Rembrandt Bakker, Jaap C. Schouten, Marc-Olivier Coppens, Floris Takens, C. Lee Giles, Cor M. van den Bleek: Robust Learning of Chaotic Attractors. NIPS 1999: 879-885

Steve Lawrence, C. Lee Giles: Text and Image Metasearch on the Web. PDPTA 1999: 829-835

Steve Lawrence, C. Lee Giles: Inquirus, the NECI Meta Search Engine. Computer Networks 30(1-7): 95-105 (1998)

Steve Lawrence, C. Lee Giles: Context and Page Analysis for Improved Web Search. IEEE Internet Computing 2(4): 38-46 (1998)

Tsungnan Lin, Bill G. Horne, C. Lee Giles: How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies. Neural Networks 11(5): 861-868 (1998)

Christian W. Omlin, Karvel K. Thornber, Clyde Lee Giles: Fuzzy finite-state automata can be deterministically encoded into recurrent neural networks. IEEE T. Fuzzy Systems 6(1): 76-89 (1998)

C. Lee Giles, R. Sun, J. M. Zurada: Neural Networks And Hybrid Intelligent Models: Foundations, Theory, And Applications. IEEE Transactions on Neural Networks 9(5): 721-723 (1998)

Kurt D. Bollacker, Steve Lawrence, C. Lee Giles: CiteSeer: An Autonous Web Agent for Automatic Retrieval and Identification of Interesting Publications. Agents 1998: 116-123

C. Lee Giles, Kurt D. Bollacker, Steve Lawrence: CiteSeer: An Automatic Citation Indexing System. ACM DL 1998: 89-98

M. F. Sakr, Steven P. Levitan, C. Lee Giles, Donald M. Chiarulli: Reconfigurable Processor Architectures Exploiting High Bandwidth Optical Channels. FCCM 1998: 275-

Christian W. Omlin, C. Lee Giles, Karvel K. Thornber: Fuzzy Knowledge and Recurrent Neural Networks: A Dynamical Systems Perspective. Hybrid Neural Systems 1998: 123-143

Ugur Çetintemel, Björn Þór Jónsson, Michael J. Franklin, C. Lee Giles, Divesh Srivastava: Evaluating Answer Quality/Efficiency Tradeoffs. KRDB 1998: 19.1-19.4

C. Lee Giles, Marco Gori (Eds.): Adaptive Processing of Sequences and Data Structures, International Summer School on Neural Networks, "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, September 6-13, 1997, Tutorial Lectures. Lecture Notes in Computer Science 1387, Springer 1998, isbn 3-540-64341-9

Hava T. Siegelmann, C. Lee Giles: The complexity of language recognition by neural networks. Neurocomputing 15(3-4): 327-345 (1997)

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi, Andrew D. Back: Face recognition: a convolutional neural-network approach. IEEE Trans. Neural Netw. Learning Syst. 8(1): 98-113 (1997)

Daniel S. Clouse, C. Lee Giles, Bill G. Horne, Garrison W. Cottrell: Time-delay neural networks: representation and induction of finite-state machines. IEEE Trans. Neural Netw. Learning Syst. 8(5): 1065-1070 (1997)

Steve Lawrence, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles: On the distribution of performance from multiple neural-network trials. IEEE Trans. Neural Netw. Learning Syst. 8(6): 1507-1517 (1997)

Hava T. Siegelmann, Bill G. Horne, C. Lee Giles: Computational capabilities of recurrent NARX neural networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 27(2): 208-215 (1997)

Tsung-Nan Lin, C. Lee Giles, Bill G. Horne, Sun-Yuan Kung: A delay damage model selection algorithm for NARX neural networks. IEEE Transactions on Signal Processing 45(11): 2719-2730 (1997)

C. Lee Giles, Steve Lawrence: Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping. AAAI/IAAI 1997: 362-367

Leo Kuvayev, C. Lee Giles, James Philbin, Henry Cejtin: Intelligent Methods for File System Optimization. AAAI/IAAI 1997: 528-533

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi: Lessons in Neural Network Training: Overfitting May be Harder than Expected. AAAI/IAAI 1997: 540-545

M. F. Sakr, Steven P. Levitan, Donald M. Chiarulli, Bill G. Horne, C. Lee Giles: Predicting Multiprocessor Memory Access Patterns with Learning Models. ICML 1997: 305-312

Guo-Zheng Sun, C. Lee Giles, Hsing-Hen Chen: The Neural Network Pushdown Automaton: Architecture, Dynamics and Training. Summer School on Neural Networks 1997: 296-345

Christian W. Omlin, C. Lee Giles: Constructing Deterministic Finite-State Automata in Recurrent Neural Networks. J. ACM 43(6): 937-972 (1996)

Christian W. Omlin, C. Lee Giles: Stable encoding of large finite-state automata in recurrent neural networks with sigmoid discriminants. Neural Computation 8(4): 675-696 (1996)

Christian W. Omlin, C. Lee Giles: Extraction of rules from discrete-time recurrent neural networks. Neural Networks 9(1): 41-52 (1996)

Christian W. Omlin, C. Lee Giles: Rule Revision With Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. 8(1): 183-188 (1996)

Tsungnan Lin, Bill G. Horne, Peter Tino, C. Lee Giles: Learning long-term dependencies in NARX recurrent neural networks. IEEE Trans. Neural Netw. Learning Syst. 7(6): 1329-1338 (1996)

Kam-Chuen Jim, C. Lee Giles, Bill G. Horne: An analysis of noise in recurrent neural networks: convergence and generalization. IEEE Trans. Neural Netw. Learning Syst. 7(6): 1424-1438 (1996)

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi: Convolutional Neural Networks for Face Recognition. CVPR 1996: 217-222

Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles: Neural Network Classification and Prior Class Probabilities. Neural Networks: Tricks of the Trade 1996: 299-313

Daniel S. Clouse, C. Lee Giles, Bill G. Horne, Garrison W. Cottrell: Representation and Induction of Finite State Machines using Time-Delay Neural Networks. NIPS 1996: 403-409

Mark W. Goudreau, C. Lee Giles: Using recurrent neural networks to learn the structure of interconnection networks. Neural Networks 8(5): 793-804 (1995)

C. Lee Giles, Bill G. Horne, Tsungnan Lin: Learning a class of large finite state machines with a recurrent neural network. Neural Networks 8(9): 1359-1365 (1995)

C. Lee Giles, Dong Chen, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee, Mark W. Goudreau: Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution. IEEE Trans. Neural Netw. Learning Syst. 6(4): 829-836 (1995)

Steve Lawrence, Sandiway Fong, C. Lee Giles: Natural language grammatical inference: a comparison of recurrent neural networks and machine learning methods. Learning for Natural Language Processing 1995: 33-47

Tsungnan Lin, Bill G. Horne, Peter Tiño, C. Lee Giles: Learning long-term dependencies is not as difficult with NARX networks. NIPS 1995: 577-583

Bill G. Horne, Hava T. Siegelmann, C. Lee Giles: What NARX Networks Can Compute. SOFSEM 1995: 95-102

Laurens R. Leerink, C. Lee Giles, Bill G. Horne, Marwan A. Jabri: Learning with Product Units. NIPS 1994: 537-544

Kam-Chuen Jim, Bill G. Horne, C. Lee Giles: Effects of Noise on Convergence and Generalization in Recurrent Networks. NIPS 1994: 649-656

Bill G. Horne, C. Lee Giles: An experimental comparison of recurrent neural networks. NIPS 1994: 697-704

Clifford B. Miller, C. Lee Giles: Experimental Comparison of the Effect of Order in Recurrent Neural Networks. IJPRAI 7(4): 849-872 (1993)

Stephen Jose Hanson, Jack D. Cowan, C. Lee Giles (Eds.): Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30 - December 3, 1992]. Morgan Kaufmann 1993, isbn 1-55860-274-7

Mark W. Goudreau, C. Lee Giles: Routing in Random Multistage Interconnections Networks: Comparing Exhaustive Search, Greedy and Neural Network Approaches. Int. J. Neural Syst. 3(2): 125-142 (1992)

C. Lee Giles, Clifford B. Miller, Dong Chen, Hsing-Hen Chen, Guo-Zheng Sun, Yee-Chun Lee: Learning and Extracting Finite State Automata with Second-Order Recurrent Neural Networks. Neural Computation 4(3): 393-405 (1992)

Christian W. Omlin, C. Lee Giles: Training Second-Order Recurrent Neural Networks using Hints. ML 1992: 361-366

Hava T. Siegelmann, Eduardo D. Sontag, C. Lee Giles: The Complexity of Language Recognition by Neural Networks. IFIP Congress (1) 1992: 329-335

Sreerupa Das, C. Lee Giles, Guo-Zheng Sun: Using Prior Knowledge in a {NNPDA} to Learn Context-Free Languages. NIPS 1992: 65-72

C. Lee Giles, Clifford B. Miller, Dong Chen, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee: Extracting and Learning an Unknown Grammar with Recurrent Neural Networks. NIPS 1991: 317-324

Mark W. Goudreau, C. Lee Giles: Neural Network Routing for Random Multistage Interconnection Networks. NIPS 1991: 722-729

C. Lee Giles, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee, Dong Chen: Higher Order Recurrent Networks and Grammatical Inference. NIPS 1989: 380-387

C. Lee Giles, R. D. Griffin, T. Maxwell: Encoding Geometric Invariances in Higher-Order Neural Networks. NIPS 1987: 301-309

C. Lee Giles, Alan Huang, Fred J. Leonberger, John A. Neff: Future directions in optical computing (panel session). ACM Conference on Computer Science 1986: 387

A. D. Fisher, C. Lee Giles: Optical Adaptive Associative Computer Architectures. COMPCON 1985: 342-344