• 3815 Citations
  • 32 h-Index
19942019
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Research Output 1994 2019

2019

Exploring task-agnostic, ShapeNet-based object recognition for mobile robots

Chiatti, A., Bardaro, G., Bastianelli, E., Tiddi, I., Mitra, P. & Motta, E., Jan 1 2019, In : CEUR Workshop Proceedings. 2322

Research output: Contribution to journalConference article

Object recognition
Mobile robots
Color matching
Knowledge acquisition
Scalability

Summarizing Situational Tweets in Crisis Scenarios: An Extractive-Abstractive Approach

Rudra, K., Goyal, P., Ganguly, N., Imran, M. & Mitra, P., Oct 1 2019, In : IEEE Transactions on Computational Social Systems. 6, 5, p. 981-993 13 p., 8839735.

Research output: Contribution to journalArticle

Summarization
scenario
Scenarios
Linear programming
Disasters
2018
11 Citations (Scopus)

Identifying sub-events and summarizing disaster-related information from microblogs

Rudra, K., Goyal, P., Ganguly, N., Mitra, P. & Imran, M., Jun 27 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 265-274 10 p.

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

Disasters
Linear programming
10 Citations (Scopus)
Image classification
image classification
learning
Information retrieval
Labeling
2017
18 Citations (Scopus)

Damage assessment from social media imagery data during disasters

Nguyen, D. T., Ofli, F., Imran, M. & Mitra, P., Jul 31 2017, Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017. Diesner, J., Ferrari, E. & Xu, G. (eds.). Association for Computing Machinery, Inc, p. 569-576 8 p. (Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017).

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

Disasters
Neural networks
Learning systems
Tuning
18 Citations (Scopus)

Robust classification of crisis-related data on social networks using convolutional neural networks

Nguyen, D. T., Al Mannai, K. A., Joty, S., Sajjad, H., Imran, M. & Mitra, P., Jan 1 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI press, p. 632-635 4 p. (Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017).

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

Disasters
Neural networks
Supervised learning
Learning systems
Big data
2016
10 Citations (Scopus)

Cross-language domain adaptation for classifying crisis-related short messages

Imran, M., Mitra, P. & Srivastava, J., Jan 1 2016, ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management. Antunes, P., Banuls Silvera, V. A., Porto de Albuquerque, J., Moore, K. A. & Tapia, A. H. (eds.). Information Systems for Crisis Response and Management, ISCRAM

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

Disasters
Classifiers
Learning systems
Labels
Earthquakes
126 Citations (Scopus)

Detecting rumors from microblogs with recurrent neural networks

Ma, J., Gao, W., Mitra, P., Kwon, S., Jansen, B. J., Wong, K. F. & Cha, M., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3818-3824 7 p.

Research output: Contribution to journalConference article

Recurrent neural networks
Learning algorithms
Learning systems
13 Citations (Scopus)

Graph stream summarization: From big bang to big crunch

Tang, N., Chen, Q. & Mitra, P., Jun 26 2016, SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery, p. 1481-1496 16 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 26-June-2016).

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

Costs
10 Citations (Scopus)

Identifying the role of individual user messages in an online discussion and its use in thread retrieval

Bhatia, S., Biyani, P. & Mitra, P., Feb 1 2016, In : Journal of the Association for Information Science and Technology. 67, 2, p. 276-288 13 p.

Research output: Contribution to journalArticle

genre
assistance
Thread
performance
Sentiment analysis

Preface

Wang, F., Luo, G., Weng, C., Khan, A., Mitra, P. & Yu, C., Jan 1 2016, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9579, p. V-VI

Research output: Contribution to journalEditorial

12 Citations (Scopus)

Quantified self meets social media: Sharing of weight updates on twitter

Wang, Y., Weber, I. & Mitra, P., Apr 11 2016, DH 2016 - Proceedings of the 2016 Digital Health Conference. Association for Computing Machinery, Inc, p. 93-97 5 p. (DH 2016 - Proceedings of the 2016 Digital Health Conference).

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

Social Media
Public health
Time series
Body Weight
Health
35 Citations (Scopus)

Summarizing situational tweets in crisis scenario

Rudra, K., Banerjee, S., Ganguly, N., Goyal, P., Imran, M. & Mitra, P., Jul 10 2016, HT 2016 - Proceedings of the 27th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 137-147 11 p. (HT 2016 - Proceedings of the 27th ACM Conference on Hypertext and Social Media).

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

Disasters
Linear programming
Data storage equipment
28 Citations (Scopus)

Twitter as a lifeline: Human-annotated Twitter corpora for NLP of crisis-related messages

Imran, M., Mitra, P. & Castillo, C., Jan 1 2016, Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016. European Language Resources Association (ELRA), p. 1638-1643 6 p.

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

twitter
social media
learning
disaster
natural disaster
2 Citations (Scopus)

WikiWrite: Generating wikipedia articles automatically

Banerjee, S. & Mitra, P., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2740-2746 7 p.

Research output: Contribution to journalConference article

Learning systems
Classifiers
Availability
Experiments
2015
4 Citations (Scopus)

Abstractive meeting summarization using dependency graph fusion

Banerjee, S., Mitra, P. & Sugiyama, K., May 18 2015, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 5-6 2 p. (WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web).

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

Linear programming
Fusion reactions
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
12 Citations (Scopus)

A hybrid approach to discover semantic hierarchical sections in scholarly documents

Tuarob, S., Mitra, P. & Giles, C. L., Nov 20 2015, 13th IAPR International Conference on Document Analysis and Recognition, ICDAR 2015 - Conference Proceedings. IEEE Computer Society, Vol. 2015-November. p. 1081-1085 5 p. 7333927

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

Semantics
Conveying
39 Citations (Scopus)

A neural probabilistic model for context based citation recommendation

Huang, W., Wu, Z., Liang, C., Mitra, P. & Giles, C. L., Jun 1 2015, Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015. AI Access Foundation, p. 2404-2410 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 3).

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

Semantics
Multilayer neural networks
Statistical Models
7 Citations (Scopus)

Automatic extraction of figures from scholarly documents

Choudhury, S. R., Mitra, P. & Giles, C. L., Sep 8 2015, DocEng 2015 - Proceedings of the 2015 ACM Symposium on Document Engineering. Association for Computing Machinery, Inc, p. 47-50 4 p. (DocEng 2015 - Proceedings of the 2015 ACM Symposium on Document Engineering).

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

Semantics
8 Citations (Scopus)

CiteSeerX: AI in a digital library search engine

Wu, J., William, K., Chen, H. H., Khabsa, M., Caragea, C., Tuarob, S., Ororbia, A., Jordan, D., Mitra, P. & Giles, C. L., Sep 1 2015, In : AI Magazine. 36, 3

Research output: Contribution to journalArticle

Digital libraries
Search engines
Metadata
4 Citations (Scopus)

Filling the gaps: Improving wikipedia stubs

Banerjee, S. & Mitra, P., Sep 8 2015, DocEng 2015 - Proceedings of the 2015 ACM Symposium on Document Engineering. Association for Computing Machinery, Inc, p. 117-120 4 p.

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

Classifiers
Bayesian networks
Experiments
Availability
Deep learning
3 Citations (Scopus)

Generating abstractive summaries from meeting transcripts

Banerjee, S., Mitra, P. & Sugiyama, K., Sep 8 2015, DocEng 2015 - Proceedings of the 2015 ACM Symposium on Document Engineering. Association for Computing Machinery, Inc, p. 51-60 10 p. (DocEng 2015 - Proceedings of the 2015 ACM Symposium on Document Engineering).

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

Linear programming
Directed graphs
Supervised learning
5 Citations (Scopus)

Improving researcher homepage classification with unlabeled data

Das Gollapalli, S., Caragea, C., Mitra, P. & Giles, C. L., Sep 1 2015, In : ACM Transactions on the Web. 9, 4, 17.

Research output: Contribution to journalArticle

Websites
Classifiers
Feature extraction
Hash functions
Degradation
8 Citations (Scopus)

Leader identification in an online health community for cancer survivors: a social network-based classification approach

Zhao, K., Greer, G. E., Yen, J., Mitra, P. & Portier, K., Nov 1 2015, In : Information Systems and e-Business Management. 13, 4, p. 629-645 17 p.

Research output: Contribution to journalArticle

Health
Linguistics
Classifiers
45 Citations (Scopus)

Multi-document abstractive summarization using ILP based multi-sentence compression

Banerjee, S., Mitra, P. & Sugiyama, K., Jan 1 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 1208-1214 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

Linear programming
Linguistics
7 Citations (Scopus)

Updating graph indices with a one-pass algorithm

Yuan, D., Mitra, P., Yu, H. & Giles, C. L., May 27 2015, SIGMOD 2015 - Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, Vol. 2015-May. p. 1903-1916 14 p.

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

Query processing
Computational complexity
Scanning
Costs
Experiments
4 Citations (Scopus)

Using subjectivity analysis to improve thread retrieval in online forums

Biyani, P., Bhatia, S., Caragea, C. & Mitra, P., Jan 1 2015, Advances in Information Retrieval - 37th European Conference on IR Research, ECIR 2015, Proceedings. Fuhr, N., Kazai, G., Hanbury, A. & Rauber, A. (eds.). Springer Verlag, p. 495-500 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9022).

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

Thread
Retrieval
Internet
Query
Metric
6 Citations (Scopus)

WikiKreator: Improvingwikipedia stubs automatically

Banerjee, S. & Mitra, P., Jan 1 2015, ACL-IJCNLP 2015 - 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, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 867-877 11 p. (ACL-IJCNLP 2015 - 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, Proceedings of the Conference; vol. 1).

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

Curbs
Classifiers
Costs
Experiments
2014
3 Citations (Scopus)
Computational linguistics
Language
Linguistics
Geographic Mapping
Computational Linguistics
3 Citations (Scopus)

Extracting researcher metadata with labeled features

Das Gollapalli, S., Qi, Y., Mitra, P. & Giles, C. L., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Ning-Tan, P., Banerjee, A., Parthasarathy, S., Obradovic, Z., Kamath, C. & Zaki, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 740-748 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 2).

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

Metadata
Labeling
Digital libraries
Glossaries
Learning systems
48 Citations (Scopus)

Finding influential users of online health communities: a new metric based on sentiment influence.

Zhao, K., Yen, J., Greer, G., Qiu, B., Mitra, P. & Portier, K., Jan 1 2014, In : Journal of the American Medical Informatics Association : JAMIA. 21, e2

Research output: Contribution to journalArticle

Health
Licensure
Research
Data Mining
Insurance Benefits
24 Citations (Scopus)

Identifying emotional and informational support in online health communities

Biyani, P., Caragea, C., Mitra, P. & Yen, J., Jan 1 2014, COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 827-836 10 p. (COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers).

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

health
cancer
community
social support
interaction
10 Citations (Scopus)

Methodology for connecting nouns to their modifying adjectives

Ofek, N., Rokach, L. & Mitra, P., Jan 1 2014, Computational Linguistics and Intelligent Text Processing - 15th International Conference, CICLing 2014, Proceedings. PART 1 ed. Springer Verlag, p. 271-284 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8403 LNCS, no. PART 1).

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

Hotels
Syntactics
Information retrieval
Learning systems
Classifiers
3 Citations (Scopus)

Playscript classification and automatic wikipedia play articles generation

Banerjee, S., Caragea, C. & Mitra, P., Dec 4 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 3630-3635 6 p. 6977336. (Proceedings - International Conference on Pattern Recognition).

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

Classifiers
Experiments
31 Citations (Scopus)

RefSeer: A citation recommendation system

Huang, W., Wu, Z., Mitra, P. & Giles, C. L., Dec 1 2014, 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014. Institute of Electrical and Electronics Engineers Inc., p. 371-374 4 p. 6970192. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Recommender systems
11 Citations (Scopus)

Summarizing online forum discussions - Can dialog acts of individual messages help?

Bhatia, S., Biyani, P. & Mitra, P., Jan 1 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2127-2131 5 p. (EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

24 Citations (Scopus)

Towards building a scholarly big data platform: Challenges, lessons and opportunities

Wu, Z., Wu, J., Khabsa, M., Williams, K., Chen, H. H., Huang, W., Tuarob, S., Choudhury, S. R., Ororbia, A., Mitra, P. & Giles, C. L., Dec 1 2014, 2014 IEEE/ACM Joint Conference on Digital Libraries, JCDL 2014. Institute of Electrical and Electronics Engineers Inc., p. 117-126 10 p. 6970157. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Application programming interfaces (API)
Big data
30 Citations (Scopus)

Using non-lexical features for identifying factual and opinionative threads in online forums

Biyani, P., Bhatia, S., Caragea, C. & Mitra, P., Jan 1 2014, In : Knowledge-Based Systems. 69, 1, p. 170-178 9 p.

Research output: Contribution to journalArticle

Thread
Subjectivity
Summarization
Emotion
Online reviews
2013
8 Citations (Scopus)

A classification scheme for algorithm citation function in scholarly works

Tuarob, S., Mitra, P. & Giles, C. L., Aug 23 2013, JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 367-368 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Search engines
Metadata
Computer science
Semantics
17 Citations (Scopus)

A figure search engine architecture for a chemistry digital library

Choudhury, S. R., Tuarob, S., Mitra, P., Rokach, L., Kirk, A., Szep, S., Pellegrino, D., Jones, S. & Lee Giles, C., Aug 23 2013, JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 369-370 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Digital libraries
Search engines
26 Citations (Scopus)

Automatic detection of pseudocodes in scholarly documents using machine learning

Tuarob, S., Bhatia, S., Mitra, P. & Giles, C. L., Dec 11 2013, In : Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 738-742 5 p., 6628716.

Research output: Contribution to journalConference article

Learning systems
Search engines
Computer science
10 Citations (Scopus)

Can back-of-the-book indexes be automatically created?

Wu, Z., Li, Z., Mitra, P. & Giles, C. L., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 1745-1750 6 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Keyword extraction
Wikipedia
Informativeness
World Wide Web
Automation
24 Citations (Scopus)

Can't see the forest for the trees? A citation recommendation system

Caragea, C., Silvescu, A., Mitra, P. & Lee Giles, C., Aug 23 2013, JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 111-114 4 p.

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

Collaborative filtering
Digital libraries
Recommender systems
Singular value decomposition
Search engines
25 Citations (Scopus)

Co-training over Domain-independent and Domain-dependent features for sentiment analysis of an online cancer support community

Biyani, P., Caragea, C., Mitra, P., Zhou, C., Yen, J., Greer, G. E. & Portier, K., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 413-417 5 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

Health
1 Citation (Scopus)

Cross language indexing and retrieval of the cypriot digital antiquities repository

Yuan, D. & Mitra, P., Jan 1 2013, DocEng 2013 - Proceedings of the 2013 ACM Symposium on Document Engineering. Association for Computing Machinery, p. 235-236 2 p.

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

Glossaries
13 Citations (Scopus)

CSSeer: An expert recommendation system based on CiteseerX

Chen, H. H., Treeratpituk, P., Mitra, P. & Lee Giles, C., Aug 23 2013, JCDL 2013 - Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 381-382 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Digital libraries
Recommender systems
11 Citations (Scopus)

CV-PCR: A context-guided value-driven framework for patent citation recommendation

Oh, S., Lei, Z., Lee, W., Mitra, P. & Yen, J., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 2291-2296 6 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Patent citations
Patents
Query
Citations
Comprehensiveness
24 Citations (Scopus)

Figure metadata extraction from digital documents

Choudhury, S. R., Mitra, P., Kirk, A., Szep, S., Pellegrino, D., Jones, S. & Giles, C. L., Dec 11 2013, In : Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 135-139 5 p., 6628599.

Research output: Contribution to journalConference article

Metadata
Digital libraries
Search engines
Linguistics
Learning systems
19 Citations (Scopus)

GeoTxt: A web API to leverage place references in text

Karimzadeh, M., Huang, W., Banerjee, S., Wallgrün, J. O., Hardisty, F., Pezanowski, S., Mitra, P. & MacEachren, A. M., Jan 1 2013, Proceedings of the 7th Workshop on Geographic Information Retrieval, GIR 2013. Association for Computing Machinery, p. 72-73 2 p. (Proceedings of the 7th Workshop on Geographic Information Retrieval, GIR 2013).

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

Application programming interfaces (API)
Processing