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Author

  • Girija Chetty
2019

Deep learning based spam detection system

Chetty, G., Bui, H. & White, M., 2 Dec 2019, Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019. Rhee, P. K., Hwa, K-Y., Pai, T-W., Howard, D. & Bashar, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 91-96 6 p. 8995757. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2011

Relation Learning- A New Approach to Face Recognition

Tran, D., Huang, X. & Chetty, G., 2011, International Conference on Advanced Concepts for Intelligent Vision System (ACIVS 2011): Lecture Notes in Computer Science. Belgium: Springer, Vol. 6915. p. 566-575 10 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2012

A Multi-modal gait based human identity recognition system based on surveillance videos

Hossain, E. & Chetty, G., 2012, ieee proceedings on 6th international conference on signal processing and communication systems. Wysocki, T. (ed.). New Jersey, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-4 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

Development of a smart e-Health Portal for Chronic Disease Management

Chetty, G., 2012, 12th International Conference, ICA3PP 2012. Xiang, Yang, Stojmenovic, Ivan, Apduhan, BernadyO, Wang, Guojun, Koji, N. & Albert, Y. Z. (eds.). Germany: Springer, Vol. 7440. p. 284-291 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

Combination of Physiological and Behavioral Biometric for Human Identification

Hossain, E. & Chetty, G., 2012, International Workshop on Machine Learning and Data Mining in Pattern Recognition: Lecture Notes in Artificial Intelligence. Perner, P. (ed.). Berlin, Germany: Springer, Vol. 7376. p. 380-393 14 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2011

Multimodal Fusion for Robust Identity Authentication: Role of Liveness Checks

Chetty, G. & Hossain, E., 2011, Advanced Biometric Technologies. Chetty, G. & Yang, J. (eds.). 1 ed. Croatia: In-Tech, p. 3-20 18 p.

Research output: A Conference proceeding or a Chapter in BookChapter

Face Recognition Based on Gabor Features

Tran, D., Huang, X. & Chetty, G., 2011, Visual Information Processing EUVIP 2011, 3rd European Workshop. Beghdadi, A., Bouzerdoum, A., Boccignone, G. & Larabi, M-C. (eds.). Paris: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 264-269 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
3 Downloads (Pure)
2012

Fusion of Gait Biometric Cues from Different View Points for Human Identification in Surveillance video

Hossain, E. & Chetty, G., 2012, 34th International Conference on Information Technology Interface (ITI2012). Lusar-Stiffler, V., Jarec, I. & Bekic, Z. (eds.). Croatia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-6 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Person Identification in Surveillance video using gait biometric cues

Hossain, E. & Chetty, G., 29 May 2012, 2012 International Conference on Fuzzy Systems and Knowledge Discovery (FSKD). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1877-1881 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

4 Citations (Scopus)

Multi-view gait fusion for large scale human identification in surveillance videos

Hossain, E. & Chetty, G., 2012, International Conference on Advanced Concepts in intelligent Vision Systems (ACIVS 2012): Lecture Notes in Computer Science. Blanc-Talon, J., Philips, W., Popescu, D., Scheunders, P. & Zemcik, P. (eds.). Czech Republic: Springer, Vol. 7517. p. 527-538 12 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2011

Multimodal identity verification based on learning face and gait cues

Hossain, E. & Chetty, G., 2011, Neural Information Processing - 18th International Conference, ICONIP 2011, Proceedings: Lecture Notes in Computer Science. Lu, BL., Zhang, L. & Kwok, J. (eds.). PART 3 ed. Springer, Vol. 7064. p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7064 LNCS, no. PART 3).

Research output: A Conference proceeding or a Chapter in BookConference contribution

18 Citations (Scopus)
2015

Analysing the robust EEG channel set for person authentication

Altahat, S., CHETTY, G., TRAN, D. & MA, W., 2015, International Conference on Neural Information Processing (ICONIP): Lecture Notes in Computer Science (LNCS). Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Istanbul: Springer, Vol. 9492. p. 162-173 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

Research output: A Conference proceeding or a Chapter in BookConference contribution

3 Citations (Scopus)
2 Downloads (Pure)

Visibility Map: A New Method in Evaluation Quality of Optical Colonoscopy

ARMIN, A., De Visser, H., CHETTY, G., Dumas, C., Conlan, D., Grimpen, F. & salvado, O., 2015, International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015). Navab, N., Hornegger, J., Wells, W. & Frangi, A. (eds.). Munich, Germany: Springer, Vol. 9349. p. 396-404 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9349).

Research output: A Conference proceeding or a Chapter in BookConference contribution

5 Citations (Scopus)

Illumination invariant efficient face recognition using a single training image

Jangid, B., Biswas, K. K., Hanmandlu, M. & CHETTY, G., 23 Nov 2015, Proceedings International Conference on Digital Image Computing and Applications 2015: Techniques and Applications, DICTA 2015. Sherrah, J. & Suter, D. (eds.). Adelaide, Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-7 7 p. 7371266. (2015 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
2014
Open Access
2016

Automated visibility map of the internal colon surface from colonoscopy video

ARMIN, A., CHETTY, G., De Visser, H., Dumas, C., Grimpen, F. & salvado, O., 1 Sep 2016, In : International Journal of Computer Assisted Radiology and Surgery. 11, 9, p. 1599-1610 12 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2015
Open Access
2013

Fuzzy Texture Descriptors for Early Diagnosis of Osteoarthritis

Chetty, G., Scarvell, J. & Mitra, S., 7 Jul 2013, IEEE International Conference on Fuzzy Systems (FUZZ). Pal, N. & Mounier, B. (eds.). Hyderabad, India: IEEE, Institute of Electrical and Electronics Engineers, Vol. 9. p. 1-6 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

3 Citations (Scopus)
1 Downloads (Pure)
2018

Customer Life Time Value Model Framework Using Gradient Boost Trees with RANSAC Response Regularization

SINGH, L., Kaur, N. & CHETTY, G., 8 Jul 2018, Proceedings 2018 International Joint Conference on Neural Networks (IJCNN). Rio de Janeiro, Brazil, Brazil: IEEE, Institute of Electrical and Electronics Engineers, p. 1527-1534 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2012

A comparative study of recognition of speech using improved MFCC algorithms and rasta filters

Singh, L. & Chetty, G., 2012, Communications in Computer and Information Science. Dua, S., Gangopadhyay, A., Thulasiraman, P., Straccia, U., Shepherd, M. & Stein, B. (eds.). Berlin Heidelberg: Springer, Vol. 285. p. 304-314 11 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)
2015

Automatic clinical speech recognition for CLEF 2015 eHealth challenge

Luu, T. M., PHAN, R., Davey, R. & Chetty, G., 2015, p. 1-14. 14 p.

Research output: Contribution to conference (non-published works)Paper

2012

A novel image watermarking scheme using Extreme Learning Machine

Mishra, A., Chetty, G., Singh, L., Goel, A. & Singh, R., 2012, The 2012 International Joint Conference on Neural Networks (IJCNN). Abbass, H., Essam, D. & Sarker, R. (eds.). Brisbane: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

28 Citations (Scopus)
4 Downloads (Pure)
2013

Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance videos

Hossain, E., CHETTY, G. & GOECKE, R., 2013, Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction. Schwenker, F., Scherer, S. & Morency, L-P. (eds.). Berling Heidelberg: Springer, Vol. 7742. p. 88-99 12 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

6 Citations (Scopus)
2018

Oral supplementation of specific collagen peptides accelerates improvement in Achilles tendon pain and function in combination with a tailored exercise program

Praet, S., Alzyadat, T., Purdam, C., Welvaert, M., Gaida, J., Chetty, G., Manzanero, S., Vlahovich, N., Hughes, D. & Waddington, G., 2018, In : Journal of Bodywork and Movement Therapies. 22, 4, p. 862-863 2 p.

Research output: Contribution to journalArticle

2015

A Multilevel Fusion Approach for Audiovisual Emotion Recognition

CHETTY, G., WAGNER, M. & GOECKE, R., 2 Jan 2015, Emotion Recognition: A Pattern Analysis Approach: A Pattern Analysis Approach. Konar, A. & Chakraborty, A. (eds.). USA: John Wiley & Sons, p. 437-460 24 p. (Emotion Recognition: A Pattern Analysis Approach).

Research output: A Conference proceeding or a Chapter in BookChapter

5 Citations (Scopus)
1 Downloads (Pure)
2012

A Novel Machine Learning Approach for Detecting the Brain Abnormalities from MRI Structural Images

Singh, L., Chetty, G. & Sharma, D., 2012, Pattern Recognition in Bioinformatics. Shibuya, T., Kashima, H., Sese, J. & Ahmad, S. (eds.). Berlin Heidellberg: Springer, Vol. 7632. p. 94-105 12 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
7 Citations (Scopus)

A novel approach to protein structure prediction using PCA based extreme learning machines and Multiple Kernels

Singh, L., Chetty, G. & Sharma, D., 2012, International Conference on Algorithms and Architecture for Parallel Processing (ICA3PP): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Berlin Heidelberg: Springer, Vol. 7440. p. 292-299 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

A New Approach For Constructing Missing Feature Values

Bani Ahmad, M. A. A., Chetty, G., Tran, D. & Sharma, D., 2012, In : International Journal of Intelligent Information Processing. 3, 1, p. 110-118 9 p.

Research output: Contribution to journalArticle

A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines

Singh, L., Chetty, G. & Sharma, D., 2012, Neural Information Processing. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin: Springer, Vol. 7666. p. 1-6 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)

Gait based human identity recognition from multi-view surveillance videos

Hossain, E. & Chetty, G., 2012, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2012): Lecture Notes in Computer Science. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Germany: Springer, Vol. 7440. p. 319-328 10 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

A new Approach to Bayesian Method for Face Recognition

Bui, L., Tran, D., Huang, X. & Chetty, G., 2012, Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition IPCV'12. Arabnia, H. R. & Deligiannidis, L. (eds.). USA: CSREA Press, Vol. 1. p. 547-553 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2011

Classification of Gender and Face Based on Gradient Faces

Tran, D., Huang, X. & Chetty, G., 2011, The 3rd European Workshop on Visual Information Processing. Beghdadi, A., Bouzerdoum, A., Boccignone, G. & Larabi, M-C. (eds.). Paris: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 269-272 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

5 Citations (Scopus)

Blind Video Tamper Detection Based on Fusion of Source Features

Goodwin, J. & Chetty, G., 6 Dec 2011, Proceedings Digital Image Computing Techniques and Applications 2011. Bradley, A., Jackaway, P. & Bottema, M. (eds.). New Jersey: IEEE, Institute of Electrical and Electronics Engineers, p. 608-613 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

15 Citations (Scopus)

Information fusion for identity verification

Chetty, G. & Singh, M., 1 May 2011, In : World Academy of Science, Engineering and Technology. 5, 5, p. 979-984 6 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2017

A distributed smart fusion framework based on hard and soft sensors

CHETTY, G. & Yamin, M., 2017, In : International Journal of Information Technology . 9, 1, p. 19-31 13 p.

Research output: Contribution to journalArticle

2013

Multimodal Feature Learning for Gait Biometric Base Human Identity Recognition

Hossain, E. & CHETTY, G., 2013, 20th International Conference on Neural Information Processing (ICONIP 2013): Lecture Notes in Computer Science. Lee, M., Hirose, A., Zeng-Guang, Hou & Kil, R. M. (eds.). Germany: Springer, Vol. 8227. p. 721-728 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

12 Citations (Scopus)
2012

Feature Selection and Energy Management for wireless Sensor Networks

Alwadi, MD. & Chetty, G., 2012, In : International Journal of Computer Science and Network Security. 12, 6, p. 46-51 6 p.

Research output: Contribution to journalArticle

Face gender classification based on active appearance model and fuzzy k-nearest neighbors

Bui, L., Tran, D., Huang, X. & Chetty, G., 2012, Proceedings Of The 2012 International Conference On Image Processing, Computer Vision, & Pattern Recognition (IPVC 2012) : Vol. 2. Arabnia, H. R. & Deligiannidis, L. (eds.). USA: CSREA Press, Vol. 2. p. 617-621 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
5 Citations (Scopus)
2014

Energy efficient data mining scheme for big data biodiversity environment

Alwadi, MD. & CHETTY, G., 2014, 2014 ASE bigdata/socialcom/cybersecurity Conference. Zhan, J. (ed.). USA: Stanford University Press, p. 1-7 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2015

Sensor selection scheme in wireless sensor networks: A new routing approach

Alwadi, MD. & CHETTY, G., 2015, Third International Conference of Networks and Communications. Wyde, D. & Meghanathan, N. (eds.). AIRCC Digital Library: AIRCC Publishing Corporation, Vol. 5. p. 73-79 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2018

Biomedical Named Entity Recognition Based on Hybrid Multistage CNN-RNN Learner

Phan, R., Luu, T. M., Davey, R. & Chetty, G., 3 Dec 2018, Proceedings International Conference on Machine Learning and Data Engineering (iCMLDE 2018). Rhee, P. K., Howard, D. & Bashar, R. (eds.). NJ, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 128-135 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2014

Multiview gait biometrics for human identity recognition

CHETTY, G., Yarlagadda, P., Madasu, V. & Mishra, A., 2014, 2014 International Conference on Computing for Sustainable Global Development, INDIACom 2014. Hoda, M. N. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 358-363 6 p. (2014 International Conference on Computing for Sustainable Global Development, INDIACom 2014).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

Multimodal activity recognition based on automatic feature discovery

CHETTY, G., White, M., Singh, M. & Mishra, A., 2014, 2014 International Conference on Computing for Sustainable Global Development, INDIACom 2014. Hoda, M. N. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 632-637 6 p. 6828039. (2014 International Conference on Computing for Sustainable Global Development, INDIACom 2014).

Research output: A Conference proceeding or a Chapter in BookConference contribution

7 Citations (Scopus)

Multimodal Biometric Gait Database: A Comparison Study

CHETTY, G., 2014, In : Journal of Next Generation Information Technology. 5, 4, p. 71-82 12 p.

Research output: Contribution to journalArticle

Open Access
2016

Body sensor networks for human activity recognition

CHETTY, G. & White, M., 2016, Proceedings Signal Processing and Information Networks (SPIN 2016). Dutta, M. K. & Banerjee, J. K. R. P. (eds.). United States of America: IEEE, Institute of Electrical and Electronics Engineers, p. 660-665 6 p. 7566779. (3rd International Conference on Signal Processing and Integrated Networks, SPIN 2016).

Research output: A Conference proceeding or a Chapter in BookConference contribution

13 Citations (Scopus)
2014

An Optimal Approach for Pruning Annular Regularized Extreme Learning Machines

Singh, L. & CHETTY, G., 2014, 2014 IEEE International Conference on Data Mining Workshop (ICDMW). Zhou, Z-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). Shenzhen, China: IEEE, p. 80-87 8 p. 7022582. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2019

A Deep Learning Based Collaborative Neural Network Framework for Recommender System

Almaghrabi, M. & Chetty, G., 15 Jan 2019, Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018. Howard, D., Bashar, M. R. & Rhee, P. K. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 128-135 8 p. 8614014. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2018).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2017

PHIs (Protected Health Information) identification from free text clinical records based on machine learning

Rajput, K., Chetty, G. & Davey, R., 27 Nov 2017, Proceedings 2017 IEEE Symposium Series on Computational Intelligence (SSCI 2017). Hawaii: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2018-January. p. 1-9 9 p. (2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings; vol. 2018-January).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2015

Smart phone based data mining for human activity recognition

Chetty, G., White, M. & Akther, F., 2015, Proceedings of the International Conference on Information and Communication Technologies, ICICT 2014. Samuel, P. (ed.). Elsevier, Vol. 46. p. 1181-1187 7 p. (Procedia Computer Science).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
40 Citations (Scopus)