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Author

  • Jing Peng
2020

Information preserving discriminant projections

Peng, J. & Aved, A. J., 1 Jan 2020, ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence. Rocha, A., Steels, L. & van den Herik, J. (eds.). SciTePress, p. 162-171 10 p. (ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence; vol. 2).

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

2019

Designing a Russian idiom-annotated corpus

Aharodnik, K., Feldman, A. & Peng, J., 1 Jan 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 2533-2538 6 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

2 Scopus citations
2018

A distributional semantics model for idiom detection the case of english and Russian

Peng, J., Aharodnik, K. & Feldman, A., 1 Jan 2018, ICAART 2018 - Proceedings of the 10th International Conference on Agents and Artificial Intelligence. van den Herik, J. & Rocha, A. P. (eds.). SciTePress, p. 675-682 8 p. (ICAART 2018 - Proceedings of the 10th International Conference on Agents and Artificial Intelligence; vol. 2).

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

3 Scopus citations

Approximate regularized least squares algorithm for classification

Peng, J. & Aved, A. J., 1 Jan 2018, Pattern Recognition and Tracking XXIX. Alam, M. S. (ed.). SPIE, 106490S. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10649).

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

Idioms: Humans or machines, it’s all about context

Pradhan, M., Peng, J., Feldman, A. & Wright, B., 1 Jan 2018, Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Revised Selected Papers. Gelbukh, A. (ed.). Springer Verlag, p. 291-304 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10761 LNCS).

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

Multiview Boosting With Information Propagation for Classification

Peng, J., Aved, A. J., Seetharaman, G. & Palaniappan, K., 1 Mar 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 3, p. 657-669 13 p.

Research output: Contribution to journalArticle

8 Scopus citations
2017

Automatic idiom recognition with word embeddings

Peng, J. & Feldman, A., 1 Jan 2017, Information Management and Big Data - 2nd Annual International Symposium, SIMBig 2015 and 3rd Annual International Symposium, SIMBig 2016, Revised Selected Papers. Lossio-Ventura, J. A. & Alatrista-Salas, H. (eds.). Springer Verlag, p. 17-29 13 p. (Communications in Computer and Information Science; vol. 656 CCIS).

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

3 Scopus citations

Regularized Difference Criterion for Computing Discriminants for Dimensionality Reduction

Aved, A. J., Blasch, E. P. & Peng, J., Oct 2017, In : IEEE Transactions on Aerospace and Electronic Systems. 53, 5, p. 2372-2384 13 p., 7906579.

Research output: Contribution to journalArticle

6 Scopus citations
2016

Experiments in idiom recognition

Peng, J. & Feldman, A., 1 Jan 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 2752-2761 10 p. (COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers).

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

3 Scopus citations

In God we trust. All others must bring data. - W. Edwards Deming Using word embeddings to recognize idioms

Peng, J. & Feldman, A., 1 Jan 2016, In : CEUR Workshop Proceedings. 1743, p. 96-102 7 p.

Research output: Contribution to journalConference article

2015

Boosting classification performance via data fusion

Barbu, C. & Peng, J., 22 Jun 2015, In : IEEE National Radar Conference - Proceedings. 2015-June, June, p. 783-787 5 p., 7131102.

Research output: Contribution to journalConference article

Classifying idiomatic and literal expressions using vector space representations

Peng, J., Feldman, A. & Jazmati, H., 1 Jan 2015, In : International Conference Recent Advances in Natural Language Processing, RANLP. 2015-January, p. 507-511 5 p.

Research output: Contribution to journalConference article

3 Scopus citations

Iterative sampling based frequent itemset mining for big data

Wu, X., Fan, W., Peng, J., Zhang, K. & Yu, Y., 1 Dec 2015, In : International Journal of Machine Learning and Cybernetics. 6, 6, p. 875-882 8 p.

Research output: Contribution to journalArticle

19 Scopus citations

On Parzen windows classifiers

Peng, J. & Seetharaman, G., 12 Feb 2015, 2014 IEEE Applied Imagery Pattern Recognition Workshop, AIPR 2014. February ed. Institute of Electrical and Electronics Engineers Inc., 7041924. (Proceedings - Applied Imagery Pattern Recognition Workshop; vol. 2015-February, no. February).

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

2014

Classifying idiomatic and literal expressions using topic models and intensity of emotions

Peng, J., Feldman, A. & Vylomova, E., 1 Jan 2014, EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2019-2027 9 p.

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

15 Scopus citations

Combining expert strategies in multimodal classification

Peng, J., 1 Jan 2014, Innovative Solutions in the Field of Engineering Sciences. Trans Tech Publications Ltd, p. 693-697 5 p. (Applied Mechanics and Materials; vol. 590).

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

2013

Automatic detection of idiomatic clauses

Feldman, A. & Peng, J., 3 Apr 2013, Computational Linguistics and Intelligent Text Processing - 14th International Conference, CICLing 2013, Proceedings. PART 1 ed. p. 435-446 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7816 LNCS, no. PART 1).

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

4 Scopus citations

Combining the advice of experts with randomized boosting for robust pattern recognition

Peng, J. & Seetharaman, G., 1 Jan 2013, 2013 IEEE Applied Imagery Pattern Recognition Workshop: Sensing for Control and Augmentation, AIPR 2013. Institute of Electrical and Electronics Engineers Inc., 6749332. (Proceedings - Applied Imagery Pattern Recognition Workshop).

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

1 Scopus citations

Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality reduction

Peng, J., Seetharaman, G., Fan, W. & Varde, A., Jul 2013, In : ACM Transactions on Knowledge Discovery from Data. 7, 2, 2499911.

Research output: Contribution to journalArticle

1 Scopus citations
2012

Chernoff distance and Relief feature selection

Peng, J. & Seetharaman, G., 1 Dec 2012, p. 3493-3496. 4 p.

Research output: Contribution to conferencePaper

2 Scopus citations

HEp-2 cell classification in IIF images using Shareboost

Ersoy, I., Bunyak, F., Peng, J. & Palaniappan, K., 1 Dec 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3362-3365 4 p. 6460885. (Proceedings - International Conference on Pattern Recognition).

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

37 Scopus citations

KL based data fusion for target tracking

Peng, J., Palaniappan, K., Candemir, S. & Seetharaman, G., 1 Dec 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3480-3483 4 p. 6460914. (Proceedings - International Conference on Pattern Recognition).

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

Margin based likelihood map fusion for target tracking

Peng, J. & Seetharaman, G., 1 Dec 2012, p. 2292-2295. 4 p.

Research output: Contribution to conferencePaper

1 Scopus citations

Strategic best-response learning in multiagent systems

Banerjee, B. & Peng, J., 1 Jun 2012, In : Journal of Experimental and Theoretical Artificial Intelligence. 24, 2, p. 139-160 22 p.

Research output: Contribution to journalArticle

2 Scopus citations
2011

Chernoff dimensionality reduction-where fisher meets FKT

Peng, J., Seetharaman, G., Fan, W., Robila, S. & Varde, A., 1 Dec 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 271-282 12 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

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

3 Scopus citations

Composite kernels for semi-supervised clustering

Domeniconi, C., Peng, J. & Yan, B., 1 Jul 2011, In : Knowledge and Information Systems. 28, 1, p. 99-116 18 p.

Research output: Contribution to journalArticle

20 Scopus citations

ShareBoost: Boosting for multi-view learning with performance guarantees

Peng, J., Barbu, C., Seetharaman, G., Fan, W., Wu, X. & Palaniappan, K., 9 Sep 2011, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Proceedings. PART 2 ed. p. 597-612 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6912 LNAI, no. PART 2).

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

19 Scopus citations