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2019

BBookX: Creating semi-automated textbooks to support student learning and decrease student costs

Pursel, B., Ramsay, C., Dave, N., Liang, C. & Giles, C. L., Jan 1 2019, In : CEUR Workshop Proceedings. 2384, p. 81-87 7 p.

Research output: Contribution to journalConference article

Information science
Textbooks
Information technology
Students
Derivatives
2 Citations (Scopus)

Bi-LSTM-CRF sequence labeling for keyphrase extraction from scholarly documents

Al-Zaidy, R. A., Caragea, C. & Giles, C. L., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2551-2557 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labeling
Labels
Semantics
Long short-term memory

CiteSeerX: 20 Years of service to scholarly big data

Wu, J., Kim, K. & Lee Giles, C., May 13 2019, Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, AIDR 2019. Association for Computing Machinery, 3359119. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
Digital libraries
Search engines
Metadata
Big data
1 Citation (Scopus)

CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset

Wu, J., Kandimalla, B., Rohatgi, S., Sefid, A., Mao, J. & Giles, C. L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5465-5467 3 p. 8622114. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information science
Metadata
Computer science
Learning systems
Neural networks

Large scale scene text verification with guided attention

He, D., Li, Y., Gorban, A., Heath, D., Ibarz, J., Yu, Q., Kifer, D. & Giles, C. L., Jan 1 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Jawahar, C. V., Schindler, K., Mori, G. & Li, H. (eds.). Springer Verlag, p. 260-275 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11365 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
Strings
Text
Annotation
Framework
1 Citation (Scopus)

Learned Neural Iterative Decoding for Lossy Image Compression Systems

Ororbia, A. G., Mali, A., Wu, J., O'Connell, S., Dreese, W., Miller, D. & Giles, C. L., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Marcellin, M. W., Bilgin, A., Storer, J. A. & Serra-Sagrista, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3-12 10 p. 8712688. (Data Compression Conference Proceedings; vol. 2019-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Iterative decoding
Recurrent neural networks
Image compression
Decoding
Color
4 Citations (Scopus)

Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them

Reeves, B., Ram, N., Robinson, T. N., Cummings, J. J., Giles, C. L., Pan, J., Chiatti, A., Cho, M., Roehrick, K., Yang, X., Gagneja, A., Brinberg, M., Muise, D., Lu, Y., Luo, M., Fitzgerald, A. & Yeykelis, L., Jan 1 2019, In : Human-Computer Interaction.

Research output: Contribution to journalArticle

Digital storage
Life Change Events
Switches
Technology
Psychological Theory

Tangent-CFT: An embedding model for mathematical formulas

Mansouri, B., Rohatgi, S., Oard, D. W., Wu, J., Giles, C. L. & Zanibbi, R., Sep 23 2019, ICTIR 2019 - Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval. Association for Computing Machinery, Inc, p. 11-18 8 p. (ICTIR 2019 - Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Search engines

TextContourNet: A flexible and effective framework for improving scene text detection architecture with a multi-task cascade

He, D., Yang, X., Kifer, D. & Giles, C. L., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 676-685 10 p. 8659067. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Detectors
Experiments
2018
5 Citations (Scopus)

An empirical evaluation of rule extraction from recurrent neural networks

Wang, Q., Zhang, K., Ororbia, A. G., Xing, X., Liu, X. & Giles, C. L., Sep 1 2018, In : Neural Computation. 30, 9, p. 2568-2591 24 p.

Research output: Contribution to journalLetter

Nonlinear Dynamics
Learning
Evaluation
Recurrent Neural Networks
2 Citations (Scopus)

A Web Service for Author Name Disambiguation in Scholarly Databases

Kim, K., Sefid, A., Weinberg, B. A. & Giles, C. L., Sep 5 2018, Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 265-273 9 p. 8456358. (Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Web services
Search engines
Application programming interfaces (API)
Data base
Query

Defending Against Adversarial Samples Without Security through Obscurity

Guo, W., Wang, Q., Zhang, K., Ororbia, A. G., Huang, S., Liu, X., Giles, C. L., Lin, L. & Xing, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 137-146 10 p. 8594838. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Defects
Deep neural networks
Malware
6 Citations (Scopus)

Extracting Semantic Relations for Scholarly Knowledge Base Construction

Al-Zaidy, R. A. & Giles, C. L., Apr 9 2018, Proceedings - 12th IEEE International Conference on Semantic Computing, ICSC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 56-63 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Taxonomies
Syntactics
Learning algorithms
Knowledge base
13 Citations (Scopus)

Hot streaks in artistic, cultural, and scientific careers

Liu, L., Wang, Y., Sinatra, R., Giles, C. L., Song, C. & Wang, D., Jul 19 2018, In : Nature. 559, 7714, p. 396-399 4 p.

Research output: Contribution to journalArticle

Gambling
Creativity
Motion Pictures
Sports
Publications
4 Citations (Scopus)

Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement

Yang, X., He, D., Zhou, Z., Kifer, D. & Giles, C. L., Jan 25 2018, Proceedings - 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017. IEEE Computer Society, p. 5-10 6 p. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Character recognition
Recurrent neural networks
Neural networks
4 Citations (Scopus)

Investigating active learning for concept prerequisite learning

Liang, C., Ye, J., Wang, S., Pursel, B. & Giles, C. L., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 7913-7919 7 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Learning systems
Labels
Physics
Education
5 Citations (Scopus)

Learning a hierarchical latent-variable model of 3D shapes

Liu, S., Giles, C. L. & Ororbia, A., Oct 12 2018, Proceedings - 2018 International Conference on 3D Vision, 3DV 2018. Institute of Electrical and Electronics Engineers Inc., p. 542-551 10 p. 8491006. (Proceedings - 2018 International Conference on 3D Vision, 3DV 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Experiments
10 Citations (Scopus)

Multi-Scale Multi-Task FCN for Semantic Page Segmentation and Table Detection

He, D., Cohen, S., Price, B., Kifer, D. & Giles, C. L., Jan 25 2018, Proceedings - 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017. IEEE Computer Society, Vol. 1. p. 254-261 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Neural networks
Heuristic methods
Pixels

Text extraction and retrieval from smartphone screenshots: Building a repository for life in media

Chiatti, A., Cho, M. J., Gagneja, A., Yang, X., Brinberg, M., Roehrick, K., Choudhury, S. R., Ram, N., Reeves, B. & Giles, C. L., Apr 9 2018, Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. Association for Computing Machinery, p. 948-955 8 p. (Proceedings of the ACM Symposium on Applied Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Smartphones
Image retrieval
Optical character recognition
Search engines
Metadata
2017
27 Citations (Scopus)

Adversary resistant deep neural networks with an application to malware detection

Wang, Q., Guo, W., Zhang, K., Ororbia, A. G., Xing, X., Liu, X. & Giles, C. L., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1145-1153 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image recognition
Tides
Information retrieval
Speech recognition
Computer vision
6 Citations (Scopus)

Aggregating local context for accurate scene text detection

He, D., Yang, X., Huang, W., Zhou, Z., Kifer, D. & Giles, C. L., Jan 1 2017, Computer Vision - 13th Asian Conference on Computer Vision, ACCV 2016, Revised Selected Papers. Nishino, K., Lai, S-H., Lepetit, V. & Sato, Y. (eds.). Springer Verlag, p. 280-296 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10115 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network architecture
Neural networks
Line
Experiments
Refinement
2 Citations (Scopus)

A supervised learning approach to entity matching between scholarly big datasets

Wu, J., Sefid, A., Ge, A. C. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 41. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Metadata
Search engines
Digital libraries
Bibliographies
3 Citations (Scopus)

Automatic knowledge base construction from scholarly documents

Al-Zaidy, R. A. & Giles, C. L. C., Aug 31 2017, DocEng 2017 - Proceedings of the 2017 ACM Symposium on Document Engineering. Association for Computing Machinery, Inc, p. 149-152 4 p. (DocEng 2017 - Proceedings of the 2017 ACM Symposium on Document Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Taxonomies
Search engines
Availability
2 Citations (Scopus)

Distractor generation with generative adversarial nets for automatically creating fill-in-the-blank questions

Liang, C., Yang, X., Wham, D., Pursel, B., Passonneau, R. J. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 33. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

HESDK: A Hybrid Approach to Extracting Scientific Domain Knowledge Entities

Wu, J., Choudhury, S. R., Chiatti, A., Liang, C. & Giles, C. L., Jul 25 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991580

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Merging
Labeling
Classifiers
Experiments
12 Citations (Scopus)
Emotions
Learning systems
Time series
Aptitude
Mathematical models
8 Citations (Scopus)

Learning to extract semantic structure from documents using multimodal fully convolutional neural networks

Yang, X., Yumer, E., Asente, P., Kraley, M., Kifer, D. & Giles, C. L., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 4342-4351 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pixels
Semantics
Neural networks
Network architecture
17 Citations (Scopus)

Learning to read irregular text with attention mechanisms

Yang, X., He, D., Zhou, Z., Kifer, D. & Giles, C. L., Jan 1 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 3280-3286 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Text processing
Experiments
18 Citations (Scopus)

Multi-scale FCN with cascaded instance aware segmentation for arbitrary oriented word spotting in the wild

He, D., Yang, X., Liang, C., Zhou, Z., Ororbia, A. G., Kifer, D. & Giles, C. L., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 474-483 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
15 Citations (Scopus)

Recovering concept prerequisite relations from university course dependencies

Liang, C., Ye, J., Wu, Z., Pursel, B. & Giles, C. L., Jan 1 2017, p. 4786-4791. 6 p.

Research output: Contribution to conferencePaper

Intelligent systems
Curricula
Computer science
Labels
Planning

Scholarly digital libraries as a platform for malware distribution

Nissim, N., Cohen, A., Wu, J., Lanzi, A., Rokach, L., Elovici, Y. & Giles, L., Jan 1 2017, A Systems Approach to Cyber Security - Proceedings of the 2nd Singapore Cyber-Security R and D Conference, SG-CRC 2017. Liu, Y. & Roychoudhury, A. (eds.). IOS Press, p. 107-128 22 p. (Cryptology and Information Security Series; vol. 15).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital libraries
Computer forensics
Learning systems
Malware
4 Citations (Scopus)

Smart Library: Identifying Books on Library Shelves Using Supervised Deep Learning for Scene Text Reading

Yang, X., He, D., Huang, W., Ororbia, A., Zhou, Z., Kifer, D. & Giles, C. L., Jul 25 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991581. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lighting
Personnel
Deep learning
6 Citations (Scopus)

Text extraction from smartphone screenshots to archive in situ Media Behavior

Chiatti, A., Yang, X., Brinberg, M., Cho, M. J., Gagneja, A., Ram, N., Reeves, B. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 40. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital devices
Optical character recognition
Smartphones
Image processing
Trajectories
2 Citations (Scopus)

Unifying adversarial training algorithms with data gradient regularization

Ororbia, A. G., Kifer, D. & Giles, C. L., Apr 1 2017, In : Neural Computation. 29, 4, p. 867-887 21 p.

Research output: Contribution to journalArticle

Cues
Datasets
2016
3 Citations (Scopus)

Automatic summary generation for scientific data charts

Al-Zaidy, R. A., Choudhury, S. R. & Giles, C. L., Jan 1 2016, WS-16-01: Artificial Intelligence Applied to Assistive Technologies and Smart Environments; WS-16-02: AI, Ethics, and Society; WS-16-03: Artificial Intelligence for Cyber Security; WS-16-04: Artificial Intelligence for Smart Grids and Smart Buildings; WS-16-05: Beyond NP; WS-16-06: Computer Poker and Imperfect Information Games; WS-16-07: Declarative Learning Based Programming; WS-16-08: Expanding the Boundaries of Health Informatics Using AI; WS-16-09: Incentives and Trust in Electronic Communities; WS-16-10: Knowledge Extraction from Text; WS-16-11: Multiagent Interaction without Prior Coordination; WS-16-12: Planning for Hybrid Systems; WS-16-13: Scholarly Big Data: AI Perspectives, Challenges, and Ideas; WS-16-14: Symbiotic Cognitive Systems; WS-16-15: World Wide Web and Population Health Intelligence. AI Access Foundation, Vol. WS-16-01 - WS-16-15. p. 658-663 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Metadata
Information retrieval
Fuzzy logic
Data mining

BBookX: Building online open books for personalized learning

Liang, C., Wang, S., Wu, Z., Williams, K., Pursel, B., Brautigam, B., Saul, S., Williams, H., Bowen, K. & Gile, C. L., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 4369-4370 2 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textbooks
Costs
3 Citations (Scopus)

CiteSeerX data: Semanticizing scholarly papers

Wu, J., Liang, C., Yang, H. & Giles, C. L., Jun 26 2016, Proceedings of the International Workshop on Semantic Big Data, SBD 2016, in conjunction with the 2016 ACM SIGMOD/PODS Conference. Gruenwald, L. & Groppe, S. (eds.). Association for Computing Machinery, a2. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital libraries
Search engines
Information management
Semantics
Big data
1 Citation (Scopus)

Curve separation for line graphs in scholarly documents

Choudhury, S. R., Wang, S. & Giles, C. L., Sep 1 2016, JCDL 2016 - Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 277-278 2 p. 7559622. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scalability
Pipelines
Pixels
7 Citations (Scopus)

Detecting arbitrary oriented text in the wild with a visual attention model

Huang, W., He, D., Yang, X., Zhou, Z., Kifer, D. & Giles, C. L., Oct 1 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 551-555 5 p. (MM 2016 - Proceedings of the 2016 ACM Multimedia Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Semantics
3 Citations (Scopus)

Exploring multiple feature spaces for novel entity discovery

Wu, Z., Song, Y. & Giles, C. L., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 3073-3079 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Experiments
1 Citation (Scopus)

Financial entity record linkage with random forests

Kim, K. & Giles, C. L., Jun 26 2016, Proceedings of the 2nd International Workshop on Data Science for Macro-Modeling, DSMM 2016 - In conjunction with the ACM SIGMOD/PODS Conference. Association for Computing Machinery, 2951908. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 01-July-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Cleaning
Classifiers

Improving similar document retrieval using a recursive pseudo relevance feedback strategy

Williams, K. & Giles, C. L., Sep 1 2016, JCDL 2016 - Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 275-276 2 p. 7559621. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback
Experiments

Information extraction for scholarly digital libraries

Williams, K., Wu, J., Wu, Z. & Giles, C. L., Sep 1 2016, JCDL 2016 - Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 287-288 2 p. 7559627. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital libraries
Metadata
6 Citations (Scopus)

Inventor name disambiguation for a patent database using a random forest and DBSCAN

Kim, K., Khabsa, M. & Giles, C. L., Sep 1 2016, JCDL 2016 - Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 269-270 2 p. 7559618. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Scalability
Processing
2 Citations (Scopus)

NMRexSeer: Metadata extraction and search for large scale Nuclear Magnetic Resonance (NMR) experimental data

Tuarob, S., Glass, K. A. & Giles, C. L., Feb 8 2016, ICSEC 2015 - 19th International Computer Science and Engineering Conference: Hybrid Cloud Computing: A New Approach for Big Data Era. Institute of Electrical and Electronics Engineers Inc., 7401396. (ICSEC 2015 - 19th International Computer Science and Engineering Conference: Hybrid Cloud Computing: A New Approach for Big Data Era).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metadata
Nuclear magnetic resonance
Experiments
Digital libraries
Information management

Reports of the 2016 AAAI workshop program

Albrecht, S. V., Bouchard, B., Brownstein, J. S., Buckeridge, D. L., Caragea, C., Carter, K. M., Darwiche, A., Fortuna, B., Francillette, Y., Gaboury, S., Giles, C. L., Grobelnik, M., Hruschka, E., Kephart, J. O., Kordjamshidi, P., Lisy, V., Magazzeni, D., Marques-Silva, J., Marquis, P., Martinez, D. & 16 others, Michalowski, M., Noorian, Z., Pontelli, E., Rogers, A., Rosenthal, S., Roth, D., Sanner, S., Shaban-Nejad, A., Sinha, A., Son, T. C., Streilein, W., Thiebaux, S., Wallace, B. C., Walsh, T., Witbroc, M. & Zhang, J., Sep 1 2016, In : AI Magazine. 37, 3, p. 99-108 10 p.

Research output: Contribution to journalArticle

Artificial intelligence
Health
Cognitive systems
Intelligent buildings
Hybrid systems
1 Citation (Scopus)

Scalable algorithms for scholarly figure mining and semantics

Choudhury, S. R., Wang, S. & Giles, C. L., Jun 26 2016, Proceedings of the International Workshop on Semantic Big Data, SBD 2016, in conjunction with the 2016 ACM SIGMOD/PODS Conference. Gruenwald, L. & Groppe, S. (eds.). Association for Computing Machinery, a1. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Metadata
Search engines
Processing
13 Citations (Scopus)

Towards better understanding of academic search

Khabsa, M., Wu, Z. & Giles, C. L., Sep 1 2016, JCDL 2016 - Proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries. Institute of Electrical and Electronics Engineers Inc., p. 111-114 4 p. 7559572. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Search engines
Information retrieval systems
Learning systems
25 Citations (Scopus)

Using prerequisites to extract concept maps from textbooks

Wang, S., Ororbia, A. G., Wu, Z., Williams, K., Liang, C., Pursel, B. & Giles, C. L., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 317-326 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textbooks
Physics
Geometry
Computer networks
Wikipedia
2015
17 Citations (Scopus)

A generalized topic modeling approach for automatic document annotation

Tuarob, S., Pouchard, L. C., Mitra, P. & Giles, C. L., Jun 27 2015, In : International Journal on Digital Libraries. 16, 2, p. 111-128 18 p.

Research output: Contribution to journalArticle

experiment
science
methodology
time
coherence