Source: https://clgiles.ist.psu.edu/new_stuff.shtml
Timestamp: 2019-04-23 22:19:50+00:00

Document:
Recent (2000-2018) Publications, Awards, Talks, Etc.
For a list of earlier publications, please go here.
Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles, "An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks," Neural Computation, 30(9), 2018.
Liu, Lu, Yang Wang, Roberta Sinatra, C. Lee Giles, Chaoming Song, Dashun Wang, "Hot streaks in artistic, cultural, and scientific careers," Nature, 559(7714), 396, 2018.
Chen Liang, Jianbo Ye, Shuting Wang, Bart Pursel, C. Lee Giles, "Investigating Active Learning for Concept Prerequisite Learning," Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), In the 8th Symposium on Educational Advances in Artificial Intelligence (EAAI), 2018.
Chen Liang, Xiao Yang, Neisarg Dave, Drew Wham, Bart Pursel, C. Lee Giles, "Distractor Generation for Multiple Choice Questions Using Learning to Rank," Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT," 2018.
Kunho Kim, Athar Sefid, Bruce A. Weinberg, C. Lee Giles, "A Web Service for Author Name Disambiguation in Scholarly Databases," 2018 IEEE International Conference on Web Services (ICWS 2018), 265-273, 2018.
Agnese Chiatti, Mu Jung Cho, Anupriya Gagneja, Xiao Yang, Miriam Brinberg, Katie Roehrick, Sagnik Ray Choudhury, Nilam Ram, Byron Reeves, C. Lee Giles, "Text extraction and retrieval from smartphone screenshots: building a repository for life in media," Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC 2018), 948-955, 2018.
Rabah A. Al-Zaidy, C. Lee Giles, "Extracting Semantic Relations for Scholarly Knowledge Base Construction," 12th IEEE International Conference on Semantic Computing (ICSC 2018), 56-63, 2018.
Liang, Chen, Xiao Yang, Drew Wham, Bart Pursel, Rebecca Passonneaur, and C. Lee Giles, "Distractor generation with generative adversarial nets for automatically creating fill-in-the-blank questions," In Proceedings of the ACM Knowledge Capture Conference, (K-Cap), 33, 2017.
Dafang He, Xiao Yang, Chen Liang, Zihan Zhou, Alexander G Ororbia II, Daniel Kifer, C Lee Giles, "Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild," The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3520-3528, 2017.
Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles, "Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks,"The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5315-5324, 2017.
"Adversary Resistant Deep Neural Networks with an Application to Malware Detection," Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining KDD 2017, 1145-1153, 2017.
"Smart Library: Identifying Books on Library Shelves Using Supervised Deep Learning for Scene Text Reading," ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017, 245-248, 2017.
Jian Wu, Sagnik Ray Choudhury, Agnese Chiatti, Chen Liang, C. Lee Giles, "HESDK: A Hybrid Approach to Extracting Scientific Domain Knowledge Entities," ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017, 241-244, 2017.
Suppawong Tuarob, Conrad S. Tucker, Soundar Kumara, C. Lee Giles, Aaron L. Pincus, David E. Conroy, Nilam Ram, "How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information," Journal of Biomedical Informatics, 68: 1-19, 2017.
Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, C. Lee Giles, "Learning to Read Irregular Text with Attention Mechanisms," Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence IJCAI 2017, 3280-3286, 2017.
Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles, "Unifying Adversarial Training Algorithms with Data Gradient Regularization," Neural Computation, 29(4): 867-887, 2017.
Rabah A. Al-Zaidy, C. Lee Giles, "A Machine Learning Approach for Semantic Structuring of Scientific Charts in Scholarly Documents," Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI 2017), 4644-4649, 2017.
Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles, "Recovering Concept Prerequisite Relations from University Course Dependencies," Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI 2017), 4786-4791, 2017.
Suppawong Tuarob, Sumit Bhatia, Prasenjit Mitra, C. Lee Giles, "AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data," IEEE Trans. Big Data, 2(1): 3-17, 2016.
Zhaohui Wu, Yang Song, C. Lee Giles, "Exploring Multiple Feature Spaces for Novel Entity Discovery," Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI 2016), 3073-3079, 2016.
Cornelia Caragea, Jian Wu, Sujatha Das Gollapalli, C. Lee Giles, "Document Type Classification in Online Digital Libraries," Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI 2016), 3997-4002, 2016.
Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles, "BBookX: Building Online Open Books for Personalized Learning," Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI 2016), 4369-4370, 2016.
Shuting Wang, Alexander Ororbia, Zhaohui Wu, Kyle Williams, Chen Liang, Bart Pursel, C. Lee Giles, "Using Prerequisites to Extract Concept Maps from Textbooks," Proceedings of the 25th ACM International on Conference on Information and Knowledge Management (CIKM 2016), 317-32, 2016.
Madian Khabsa, Zhaohui Wu, C. Lee Giles, "Towards Better Understanding of Academic Search," Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries (JCDL 2016), 111-114, 2016.
Kunho Kim, Madian Khabsa, C. Lee Giles, "Inventor Name Disambiguation for a Patent Database Using a Random Forest and DBSCAN," Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries (JCDL 2016), 269-270, 2016.
Kyle Williams, C. Lee Giles, "Improving Similar Document Retrieval Using a Recursive Pseudo Relevance Feedback Strategy," Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries (JCDL 2016), 275-276, 2016.
Sagnik Ray Choudhury, Shuting Wang, C. Lee Giles, "Curve Separation for Line Graphs in Scholarly Documents," Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries (JCDL 2016), 277-278, 2016.
Kyle Williams, Jian Wu, Zhaohui Wu, C. Lee Giles, "Information Extraction for Scholarly Digital Libraries," Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries (JCDL 2016), 287-288, 2016.
Kunho Kim, C. Lee Giles, "Financial Entity Record Linkage with Random Forests," Proceedings of the Second International Workshop on Data Science for Macro-Modeling (DSMM@SIGMOD 2016), 13:1-13:2, 2016.
Sagnik Ray Choudhury, Shuting Wang, C. Lee Giles, "Scalable algorithms for scholarly figure mining and semantics," Proceedings of the International Workshop on Semantic Big Data (SBD@SIGMOD 2016), 1, 2016.
Jian Wu, Chen Liang, Huaiyu Yang, C. Lee Giles, "CiteSeerX data: semanticizing scholarly papers," Proceedings of the International Workshop on Semantic Big Data (SBD@SIGMOD 2016), 2, 2016.
C. Lee Giles, "Scholarly Big Data Knowledge and Semantics," Proceedings of the 25th International Conference on World Wide Web (WWW 2016), 371, 2016.
Bart Pursel, Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Benjamin Brautigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles, "BBookX: Design of an Automated Web-based Recommender System for the Creation of Open Learning Content," Proceedings of the 25th International Conference on World Wide Web (WWW 2016), 929-933, 2016.
Wenyi Huang, Dafang He, Xiao Yang, Zihan Zhou, Daniel Kifer, C. Lee Giles, "Detecting Arbitrary Oriented Text in the Wild with a Visual Attention Model," Proceedings of the 2016 ACM Conference on Multimedia Conference (MM 2016), 551-555, 2016.
Alexander G. Ororbia II, C. Lee Giles, and Daniel Kifer, "Unifying Adversarial Training Algorithms with Flexible Deep Data Gradient Regularization," arXiv:1601.07213 [cs.LG], 2016 (accepted Neural Computation).
Alexander G. Ororbia II, C. Lee Giles, and David Reitter, Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders. arXiv:1511.06964 [cs], 2015.
Alexander G. Ororbia II, C. Lee Giles, and David Reitter. "Learning a deep hybrid model for semi-supervised text classification," Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP), Lisbon, Portugal, 2015.
Alexander G. Ororbia II, David Reitter, Jian Wu, and C. Lee Giles. "Online learning of deep hybrid architectures for semi-supervised categorization," Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD). Porto, Portugal, 2015.
Wenyi Huang, Zhaohui Wu, Liang Chen, Prasenjit Mitra, C. Lee Giles, "A Neural Probabilistic Model for Context Based Citation Recommendation," Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence AAAI 2015, 2404-2410, 2015.
Hung-Hsuan Chen, C. Lee Giles, "ASCOS++: An Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank," ACM Transactions on Knowledge Discovery from Data (TKDD), 10(2): 15.1-26, (2015).
Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, "Improving Researcher Homepage Classification with Unlabeled Data," ACM Transactions on the Web (TWEB), 9(4): 17.1-32, (2015).
Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Suppawong Tuarob, Alexander Ororbia, Douglas Jordan, Prasenjit Mitra, C. Lee Giles, "CiteSeerX: AI in a Digital Library Search Engine," AI Magazine, 36(3): 35-48 (2015).
Madian Khabsa, C. Lee Giles, "Chemical entity extraction using CRF and an ensemble of extractors," J. Cheminformatics, 7(S-1): S12 (2015).
Martin Krallinger, Obdulia Rabal, Florian Leitner, Miguel Vazquez, David Salgado, Zhiyong Lu, Robert Leaman, Yanan Lu, Donghong Ji, Daniel M. Lowe, Roger A. Sayle, Riza Theresa Batista-Navarro, Rafal Rak, Torsten Huber, Tim Rocktäschel, Sérgio Matos, David Campos, Buzhou Tang, Hua Xu, Tsendsuren Munkhdalai, Keun Ho Ryu, S. V. Ramanan, P. Senthil Nathan, Slavko Zitnik, Marko Bajec, Lutz Weber, Matthias Irmer, Saber A. Akhondi, Jan A. Kors, Shuo Xu, Xin An, Utpal Kumar Sikdar, Asif Ekbal, Masaharu Yoshioka, Thaer M. Dieb, Miji Choi, Karin Verspoor, Madian Khabsa, C. Lee Giles, Hongfang Liu, Ravikumar Komandur Elayavilli, Andre Lamurias, Francisco M. Couto, Hong-Jie Dai, Richard Tzong-Han Tsai, Caglar Ata, Tolga Can, Anabel Usie, Rui Alves, Isabel Segura-Bedmar, Paloma Martínez, Julen Oyarzabal, Alfonso Valencia, "The CHEMDNER corpus of chemicals and drugs and its annotation principles," J. Cheminformatics, 7(S-1): S2 (2015).
Suppawong Tuarob, Line C. Pouchard, Prasenjit Mitra, C. Lee Giles, "A generalized topic modeling approach for automatic document annotation," Int. J. on Digital Libraries, 16(2): 111-128 (2015).
Zhaohui Wu, C. Lee Giles, "Sense-aware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia," Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), 2188-2194, 2015.
Wenyi Huang, Zhaohui Wu, Liang Chen, Prasenjit Mitra, C. Lee Giles, "A Neural Probabilistic Model for Context Based Citation Recommendation," Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), 2404-2410, 2015.
Jian Wu, Jason Killian, Huaiyu Yang, Kyle Williams, Sagnik Ray Choudhury, Suppawong Tuarob, Cornelia Caragea, C. Lee Giles, "PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search," Proceedings of the 8th International Conference on Knowledge Capture (K-CAP 2015), 13:1-13:8, 2015.
Rabah A. Al-Zaidy, C. Lee Giles, "Automatic Extraction of Data from Bar Charts," Proceedings of the 8th International Conference on Knowledge Capture (K-CAP 2015), 30:1-30:4, 2015.
Zhaohui Wu, Liang Chen, C. Lee Giles: "Storybase: Towards Building a Knowledge Base for News Events," Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL 2015), (System Demonstrations) 133-138, 2015.
Sagnik Ray Choudhury, Prasenjit Mitra, Clyde Lee Giles, "Automatic Extraction of Figures from Scholarly Documents," 2015 ACM Symposium on Document Engineering (DocEng 2015), 47-50, 2015.
Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles, "BBookX: An Automatic Book Creation Framework," 2015 ACM Symposium on Document Engineering (DocEng 2015), 121-124, 2015.
Shuting Wang, Chen Liang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles: "Concept Hierarchy Extraction from Textbooks," 2015 ACM Symposium on Document Engineering (DocEng 2015), 147-156, 2015.
Alexander G. Ororbia II, C. Lee Giles, David Reitter, "Learning a Deep Hybrid Model for Semi-Supervised Text Classification," 2015 Conference on Empirical Methods in Natural Language Processing(EMNLP 2015), 471-481, 2015.
Chen Liang, Zhaohui Wu, Wenyi Huang, C. Lee Giles, "Measuring Prerequisite Relations Among Concepts," 2015 Conference on Empirical Methods in Natural Language Processing(EMNLP 2015), 1668-1674, 2015.
Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles, "Online Person Name Disambiguation with Constraints," 15th ACM/IEEE-CE on Joint Conference on Digital Libraries (JCDL 2015), 37-46, 2105.
Pucktada Treeratpituk, Madian Khabsa, C. Lee Giles, "Automatically Generating a Concept Hierarchy with Graphs,"15th ACM/IEEE-CE on Joint Conference on Digital Libraries (JCDL 2015), 265-266, 2015.
Alexander G. Ororbia II, David Reitter, Jian Wu, C. Lee Giles, "Online Learning of Deep Hybrid Architectures for Semi-supervised Categorization," Machine Learning and Knowledge Discovery in Databases - European Conference (ECML PKDD 2015), 516-532, 2015.
Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles, "Updating Graph Indices with a One-Pass Algorithm," 2015 ACM SIGMOD International Conference on Management of Data, 1903-1916, 2015.
Kyle Williams, C. Lee Giles, "On the Use of Similarity Search to Detect Fake Scientific Papers," Similarity Search and Applications - 8th International Conference (SISAP 2015), 332-338, 2015.
Alexander G. Ororbia II, Jian Wu, Madian Khabsa, Kyle Williams, Clyde Lee Giles, "Big Scholarly Data in CiteSeerX: Information Extraction from the Web," 24th International Conference on World Wide Web Companion (WWW 2015) (Companion Volume), 597-602, 2015.
Sagnik Ray Choudhury, Clyde Lee Giles, "An Architecture for Information Extraction from Figures in Digital Libraries," 24th International Conference on World Wide Web Companion (WWW 2015) (Companion Volume), 667-672, 2015.
Jian Wu, Kyle Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Alexander Ororbia, Douglas Jordan, C. Lee Giles, "CiteSeerX: AI in a Digital Library Search Engine," Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, Innovative Applications of Artificial Intelligence, 2930-2937, 2014.
Kyle Williams, Hung-Hsuan Chen, C. Lee Giles, "Supervised Ranking for Plagiarism Source Retrieval," Working Notes for CLEF 2014 Conference, 1021-1026, 2014.
Kyle Williams, Hung-Hsuan Chen, C. Lee Giles, "Classifying and ranking search engine results as potential sources of plagiarism," ACM Symposium on Document Engineering (DocEng), 97-106, 2014.
Kyle Williams, Jian Wu, C. Lee Giles, "SimSeerX: a similar document search engine," ACM Symposium on Document Engineering (DocEng), 143-146, 2014.
Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles, "Large scale author name disambiguation in digital libraries," IEEE International Conference on Big Data, 41-42, 2014.
Cornelia Caragea, Jian Wu, Alina Maria Ciobanu, Kyle Williams, Juan Pablo Fernández Ramírez, Hung-Hsuan Chen, Zhaohui Wu, C. Lee Giles," CiteSeer x : A Scholarly Big Dataset," Advances in Information Retrieval - 36th European Conference on IR Research (ECIR), 311-322, 2014.
Jian Wu, Alexander Ororbia, Kyle Williams, Madian Khabsa, Zhaohui Wu, C. Lee Giles, "Utility-Based Control Feedback in a Digital Library Search Engine: Cases in CiteSeerX," 9th USENIX International Workshop on Feedback Computing, 2014.
Jian Wu, Pradeep B. Teregowda, Kyle Williams, Madian Khabsa, Douglas Jordan, Eric Treece, Zhaohui Wu, C. Lee Giles, "Migrating a Digital Library to a Private Cloud," 2014 IEEE International Conference on Cloud Engineering (IC2E) 97-106, 2014.
Kyle Williams, Jian Wu, Sagnik Ray Choudhury, Madian Khabsa, C. Lee Giles, "Scholarly big data information extraction and integration in the CiteSeerχ digital library," Proceedings of the 30th International Conference on Data Engineering (ICDE) Workshops: IIWeb 2014 — 10th International Workshop on Information Integration on the Web, 68-73, 2014.
Kyle Williams, Lichi Li, Madian Khabsa, Jian Wu, Patrick C. Shih, C. Lee Giles, "A Web Service for Scholarly Big Data Information Extraction," 2014 IEEE International Conference on Web Services (ICWS 2014), 105-112, 2014.
Zhaohui Wu, Jian Wu, Madian Khabsa, Kyle Williams, Hung-Hsuan Chen, Wenyi Huang, Suppawong Tuarob, Sagnik Ray Choudhury, Alexander Ororbia, Prasenjit Mitra, C. Lee Giles, "Towards building a scholarly big data platform: Challenges, lessons and opportunities," IEEE/ACM Joint Conference on Digital Libraries (JCDL 2014), 117-126, 2014.
Hung-Hsuan Chen, Madian Khabsa, C. Lee Giles, "The feasibility of investing in manual correction of metadata for a large-scale digital library," IEEE/ACM Joint Conference on Digital Libraries (JCDL 2014), 225-228, 2014.
Wenyi Huang, Zhaohui Wu, Prasenjit Mitra, C. Lee Giles, "RefSeer: A citation recommendation system," IEEE/ACM Joint Conference on Digital Libraries (JCDL 2014), 371-374, 2014.
Kyle Williams, Jian Wu, Sagnik Ray Choudhury, Madian Khabsa, C. Lee Giles: Scholarly big data information extraction and integration in the CiteSeerχ digital library. ICDE Workshops 2014: 68-73, 2014.
Sujatha Das Gollapalli, Yanjun Qi, Prasenjit Mitra, C. Lee Giles, "Extracting Researcher Metadata with Labeled Features," Proceedings of the 2014 SIAM International Conference on Data Mining (SDM 2014), 740-748, 2014.
Zhaohui Wu, Dayu Yuan, Pucktada Treeratpituk, C. Lee Giles: Science and Ethnicity: How Ethnicities Shape the Evolution of Computer Science Research Community. CoRR abs/1411.1129, 2014.
Hung-Hsuan Chen, C. Lee Giles, "ASCOS: an asymmetric network structure COntext similarity measure," IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013), 442-449, 2013.
Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles, "Towards the Discovery of Diseases Related by Genes Using Vertex Similarity Measures," IEEE International Conference on Healthcare Informatics (ICHI 2013), 505-510, 2013.
Dayu Yuan, Prasenjit Mitra, C. Lee Giles, "Mining and Indexing Graphs for Supergraph Search," PVLDB 6(10), 829-840, 2013.
Hung-Hsuan Chen, David J. Miller, C. Lee Giles, "The predictive value of young and old links in a social network," Proceedings of the 3rd ACM SIGMOD Workshop on Databases and Social Networks (DBSocial 2013), 43-48, 2013.
Zhaohui Wu, Zhenhui Li, Prasenjit Mitra, C. Lee Giles, "Can back-of-the-book indexes be automatically created?," 22nd ACM International Conference on Information and Knowledge Management (CIKM 2013), 1745-1750, 2013.
Zhaohui Wu, C. Lee Giles, "Measuring Term Informativeness in Context," Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics (HLT-NAACL), 259-269, 2013.
Zhaohui Wu, Sujatha Das, Zhenhui Li, Prasenjit Mitra, C. Lee Giles, "Searching online book documents and analyzing book citations," ACM Symposium on Document Engineering (DocEng '13), 81-90, 2013.
Kyle Williams, C. Lee Giles, "Near duplicate detection in an academic digital library," ACM Symposium on Document Engineering (DocEng '13), 91-94, 2013.
Sagnik Ray Choudhury, Prasenjit Mitra, Andi Kirk, Silvia Szep, Donald Pellegrino, Sue Jones, C. Lee Giles, "Figure Metadata Extraction from Digital Documents," 12th International Conference on Document Analysis and Recognition (ICDAR 2013), 135-139, 2013.
Suppawong Tuarob, Sumit Bhatia, Prasenjit Mitra, C. Lee Giles, "Automatic Detection of Pseudocodes in Scholarly Documents Using Machine Learning," 12th International Conference on Document Analysis and Recognition (ICDAR 2013), 738-742, 2013.
Zhaohui Wu, Prasenjit Mitra, C. Lee Giles, "Table of Contents Recognition and Extraction for Heterogeneous Book Documents," 12th International Conference on Document Analysis and Recognition (ICDAR 2013), 1205-1209, 2013.
Pradeep B. Teregowda, Clyde Lee Giles, "Scaling SeerSuite in the Cloud," 2013 IEEE International Conference on Cloud Engineering (IC2E 2013), 146-155, 2013.
Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles, "Ranking experts using author-document-topic graphs", 13th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2013), 87-96, 2013.
Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra, C. Lee Giles "Can't see the forest for the trees?: a citation recommendation system," 13th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2013), 111-114, 2013.
Suppawong Tuarob, Line C. Pouchard, C. Lee Giles, "Automatic tag recommendation for metadata annotation using probabilistic topic modeling," 13th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2013) 239-248, 2013.
Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles, "A classification scheme for algorithm citation function in scholarly works," 13th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2013), 367-368, 2013.
Sagnik Ray Choudhury, Suppawong Tuarob, Prasenjit Mitra, Lior Rokach, Andi Kirk, Silvia Szep, Donald Pellegrino, Sue Jones, Clyde Lee Giles, "A figure search engine architecture for a chemistry digital library," 13th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2013), 369-370, 2013.
Hung-Hsuan Chen, Pucktada Treeratpituk, Prasenjit Mitra, C. Lee Giles, "CSSeer: an expert recommendation system based on CiteseerX," 13th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2013), 381-382, 2013.
Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, "Researcher homepage classification using unlabeled data," 22nd International World Wide Web Conference (WWW '13), 471-482, 2013.
Sujatha Das, Prasenjit Mitra, C. Lee Giles, "Phrase Pair Classification for Identifying Subtopics," European Conference on IR Research (ECIR 2012), 489-493, 2012.
Pucktada Treeratpituk, C. Lee Giles, "Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching," Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2012), 1141-1147, 2012.
Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles, "Table Header Detection and Classification," Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2012), 599-605, 2012.
Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles, "Iterative Graph Feature Mining for Graph Indexing," IEEE 28th International Conference on Data Engineering (ICDE 2012), 198-209, 2012.
Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles, "Similar researcher search in academic environments," Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2012), 167-170, 2012.
Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles, "AckSeer: a repository and search engine for automatically extracted acknowledgments from digital libraries," Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2012), 185-194, 2012.
Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles, "Improving algorithm search using the algorithm co-citation network," Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2012), 277-280, 2012.
Pradeep B. Teregowda, Madian Khabsa, Clyde Lee Giles, "A system for indexing tables, algorithms and figures," Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2012), 343-344, 2012.
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," Web Science 2012 (WebSci 2012), 340-343, 2012.
Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles, "Predicting Recent Links in FOAF Networks," Social Computing, Behavioral - Cultural Modeling and Prediction - 5th International Conference (SBP 2012), 156-163, 2012.
Madian Khabsa, Sharon Koppman, C. Lee Giles, "Towards Building and Analyzing a Social Network of Acknowledgments in Scientific and Academic Documents," Social Computing, Behavioral - Cultural Modeling and Prediction - 5th International Conference (SBP 2012), 357-364, 2012.
Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles, "Discovering missing links in networks using vertex similarity measures," Proceedings of the ACM Symposium on Applied Computing (SAC 2012), 138-143, 2012.
Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles, "Taxonomy-based query-dependent schemes for profile similarity measurement," Proceedings of the 1st Joint International Workshop on Entity-Oriented and Semantic Search (JIWES 2012), 2012.
Madian Khabsa1, Stephen Carman, Sagnik Ray Choudhury, C. Lee Giles, "A Framework for Bridging the Gap Between Open Source Search Tools," SIGIR 2012 Workshop onOpen Source Information Retrieval (OSIR 2012), 2012.
Bingjun Sun, Prasenjit Mitra, C. Lee Giles, Karl T. Mueller, "Identifying, Indexing, and Ranking Chemical Formulae and Chemical Names in Digital Documents," ACM Transactions on Information Systems, 29(2), 12, 2011.
Yang Song, Lu Zhang, C. Lee Giles, "Automatic tag recommendation algorithms for social recommender systems," ACM Transactions on the Web, 5(1), 4, 2011.
Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles, "Context Sensitive Topic Models for Author Influence in Document Networks," International Joint Conferences on Artificial Intelligence (IJCAI 2011), 2274-2280, 2011.
Sujatha Das Gollapalli, C. Lee Giles, Prasenjit Mitra, Cornelia Caragea, "On identifying academic homepages for digital libraries," Joint Conference on Digital Libraries (JCDL 2011), 123-132, 2011.
Hung-Hsuan Chen, Liang Gou, Xiaolong Zhang, Clyde Lee Giles, "CollabSeer: a search engine for collaboration discovery," Joint Conference on Digital Libraries (JCDL 2011), 231-240, 2011.
Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles, "Ranking authors in digital libraries," Joint Conference on Digital Libraries (JCDL 2011), 251-254, 2011.
Hung-Hsuan Chen, Liang Gou, Xiaolong Zhang, Clyde Lee Giles, "Capturing missing edges in social networks using vertex similarity," International Conferences on Knowledge Capture (K-CAP 2011), 195-196, 2011.
Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles, " Citation recommendation without author supervision," ACM Web Search and Data Mining (WSDM 2011), 744-764, 2011.
Seyda Ertekin, Léon Bottou, C. Lee Giles, " Nonconvex Online Support Vector Machines," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2011), 33(2), 368-381, 2011.
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 (MM 2010), 1325-1332, 2010.
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," Journal of the American Society for Information Science and Technology, 61(5), 964-977, 2010.
Pucktada Treeratpituk, Pradeep Teregowda, Jian Huang, C. Lee Giles, "SEERLAB: A System for Extracting Keyphrases from Scholarly Documents," Proceedings of the 5th International ACL Workshop on Semantic Evaluation (SemEval 2010), 182-185, 2010.
Jian Huang, Pucktada Treeratpituk, Sarah Taylor, C. Lee Giles, "Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization," The 23rd International Conference on Computational Linguistics (COLING 2010), 483-491, 2010.
P.B. Teregowda, B. Urgaonkar, C.L. Giles, " Cloud Computing: A Digital Libraries Perspective," 3rd IEEE International Conference on Cloud Computing (ICCC), 2010.
P.B Teregowda, B. Urgaonkar, C.L. Giles, " Cost Implications Of Moving To The Cloud: A Digital Libraries Perspective," 2nd USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '10), 2010.
P.B. Teregowda, I.G. Councill, J.P FernÃ¡ndez R., M. Kasbha, S. Zheng, C.L. Giles, " SeerSuite: Developing a Scalable and Reliable Application Framework for Building Digital Libraries by Crawling the Web," 1st USENIX Conference on Web Application Development, 2010.
Na Li, Leilei Zhu, Prasenjit Mitra, Karl Mueller, Eric Poweleit, C. Lee Giles, " oreChem ChemXSeer: a semantic digital library for chemistry," Joint Conference on Digital Libraries (JCDL), 245-254, 2010.
Liang Gou, Xiaolong Zhang, Hung-Hsuan Chen, Jung-Hyun Kim, C. Lee Giles, "Social network document ranking," Joint Conference on Digital Libraries (JCDL), 313-322, 2010.
Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolong Zhang, C. Lee Giles, " SNDocRank: a social network-based video search ranking framework," 11th ACM SIGMM International Conference on Multimedia Information Retrieval (MIR), 367-376, 2010.
Sumit Bhatia, Prasenjit Mitra, C. Lee Giles, " Finding algorithms in scientific articles," 19th International World Wide Web Conference (WWW), 1061-1062, 2010.
C. Lee Giles, Yang Sun, Isaac G. Councill, " Measuring the web crawler ethics," 19th International World Wide Web Conference (WWW), 1101-1102, 2010.
Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolong Zhang, C. Lee Giles, "SNDocRank: document ranking based on social networks," 19th International World Wide Web Conference (WWW), 1103-1104, 2010.
Yang Sun, C. Lee Giles, " Estimating the web robot population," 19th International World Wide Web Conference (WWW), 1189-1190, 2010.
Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, C. Lee Giles, "Context-aware citation recommendation," 19th International World Wide Web Conference (WWW), 421-430, 2010.
Jian Huang, Jianfeng Gao, Jiangbo Miao, Xiaolong Li, Kuansan Wang, Fritz Behr, C. Lee Giles, " Exploring web scale language models for search query processing," 19th International World Wide Web Conference (WWW), 451-460, 2010.
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.
Bingjun Sun, Prasenjit Mitra, C. Lee Giles, "Learning to rank graphs for online similar graph search," 18th ACM Conference on Information and Knowledge Management (CIKM 2009), 1871-1874, 2009.
Shuyi Zheng, Pavel Dmitriev, C. Lee Giles, "Graph-based seed selection for web-scale crawlers," 18th ACM Conference on Information and Knowledge Management (CIKM 2009), 1967-1970, 2009.
Shuyi Zheng, Ruihua Song, Ji-Rong Wen, C. Lee Giles, "Efficient record-level wrapper induction," 18th ACM Conference on Information and Knowledge Management (CIKM 2009), 47-56, 2009.
Bingjun Sun, Prasenjit Mitra, C. Lee Giles, "Independent informative subgraph mining for graph information retrieval," 18th ACM Conference on Information and Knowledge Management (CIKM 2009), 563-572, 2009.
Qi He, Bi Chen, Jian Pei, Baojun Qiu, Prasenjit Mitra, C. Lee Giles, "Detecting topic evolution in scientific literature: how can citations help," 18th ACM Conference on Information and Knowledge Management (CIKM 2009), 957-966, 2009.
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.
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.
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," 10th International Conference on Document Analysis and Recognition (ICDAR 2009), 1006-1010, 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," Eighth ACM International Workshop on Data Engineering for Wireless and Mobile Access (MobiDE 2009), 53-56, 2009.
Qingzhao Tan, Prasenjit Mitra, C. Lee Giles, "Effectively Searching Maps in Web Documents," 31th European Conference on IR Research (ECIR 2009), 162-176, 2009.
Su Yan, Hai Wang, Dongwon Lee, C. Lee Giles, "Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces," Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference (PAKDD 2009), 620-627, 2009.
Shuyi Zheng, Pavel Dmitriev, C. Lee Giles, "Graph based crawler seed selection," Proceedings of the 18th International Conference on World Wide Web (WWW 2009), 1089-1090, 2009.
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.
Isaac G. Councill, C. Lee Giles, Min-Yen Kan, "ParsCit: an Open-source CRF Reference String Parsing Package," Proceedings of the International Conference on Language Resources and Evaluation (LREC 2008), 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.
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.
Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles, "A clustering method for web data with multi-type interrelated components," 16th International Conference on World Wide Web (WWW 2007), 1121-1122, 2007.
Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles, "Learning on the border: active learning in imbalanced data classification," 16th ACM Conference on Information and Knowledge Management (CIKM 2007), 127-136, 2007.
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," 13th ACM International Conference on Knowledge and Data Discovery (KDD 2007), 370-379, 2007.
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, Kun Bai, Prasenjit Mitra, C. Lee Giles, "Automatic searching of tables in digital libraries," 16th International Conference on World Wide Web (WWW 2007), 1135-1136, 2007.
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.
Yang Sun, C. Lee Giles, "Popularity Weighted Ranking for Academic Digital Libraries," 29th European Conference on Information Retrieval Research (ECIR 2007): 605-612, 2007.
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.
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.
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," ACM/IEEE 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," ACM/IEEE 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," ACM/IEEE 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.
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," ACM/IEEE 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," ACM/IEEE Joint Conference on Digital Libraries 2005 (JCDL 2005): 334-343, 2005.
Download the Author data set for this paper.
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.
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(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.
Y. Khopkar, A. Spink, C.L. Giles, P. Shah, S. Debnath, "Search engine personalization: An exploratory study," First Monday, 8(7), 2003.
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.
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.
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.
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. 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.
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.
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.
The labeled corpus for this study.
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.
S. Lawrence, C.L. Giles, "Accessibility of Information on the Web," Intelligence, 11(1), 32-39, 2000. Reprinted from Nature, 400, 107-109, 1999.

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