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  • Girija Chetty

A Comparative Study of MRI Data using Various Machine Learning and Pattern Recognition Algorithms to Detect Brain Abnormalities

Singh, L. & Chetty, G., 2012, Conference in Research practice in Information Technology. Zhao, Y., Li, J., Kennedy, P. & Christen, P. (eds.). Sydney: ACM/ACS, Vol. 134. p. 157-166 10 p.

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

2 Citations (Scopus)

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)

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

1 Citation (Scopus)

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

A Hybrid Approach to Increase the Performance of Protein Folding Recognition Using Support Vector Machines

Singh, L., Chetty, G. & Sharma, D., 2012, Machine Learning and Data Mining in Pattern Recognition: Lecture Notes in Computer Science. Perner, P. (ed.). Berlin: Springer, Vol. 7376. p. 660-668 9 p.

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

2 Citations (Scopus)
3 Downloads (Pure)

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)

A Multilevel NER Framework for Automatic Clinical Name Entity Recognition

LUU, T. M., PHAN, R., DAVEY, R. & CHETTY, G., 18 Nov 2017, 2017 IEEE International Conference on Data Mining Workshops. New Orleans: IEEE, Institute of Electrical and Electronics Engineers, p. 1135-1143 8 p. (IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS).

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

1 Citation (Scopus)

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)

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

4 Citations (Scopus)
2 Downloads (Pure)

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 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

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

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

1 Citation (Scopus)

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)

A Novel Data Mining Testbed for User Centred Modelling and Personalisation of Digital Library Services

ALMAGHRABI, M. & CHETTY, G., 14 Nov 2017, Proceedings - 13th IEEE International Conference on eScience, eScience 2017. Auckland, New Zealand: IEEE, Institute of Electrical and Electronics Engineers, p. 434-435 2 p. 8109163. (Proceedings - 13th IEEE International Conference on eScience, eScience 2017).

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

A Novel Feature Selection Scheme for Energy Efficient Wireless Sensor Networks

Alwadi, MD. & Chetty, G., 2012, 12th International Conference on Algorithms and Architectures for Para, ICA3PP 2012. Xiang, Y., Stojmenovic, I., Apduhan, B. O., Wang, G., Nakano, K. & Zomaya, A. (eds.). Berlin Heidelberg: Springer, Vol. 7440. p. 264-273 10 p.

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

3 Citations (Scopus)

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

29 Citations (Scopus)
4 Downloads (Pure)

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 Multimodal Data Analytic Scheme for Human Activity Recognition

CHETTY, G. & Yamin, M., 2014, Service Science and Knowledge Innovation - 15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations, ICISO 2014, Proceedings. Yu, C., Liu, K., Gulliver, S. R. & Li, W. (eds.). 426 ed. Berlin, Germany: Springer, Vol. 426. p. 449-458 10 p. (IFIP Advances in Information and Communication Technology; vol. 426).

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

1 Citation (Scopus)

A novel scene based robust video watermarking scheme in DWT domain using extreme learning machine

Agarwal, C., Mishra, A., Sharma, A. & CHETTY, G., 2014, Extreme Learning Machines 2013: Algorithms and Applications. Sun, F., Toh, K-A., Grana Romay, M. & Mao, K. (eds.). Cham, Switzerland: Springer, Vol. 16. p. 209-225 17 p. (Adaptation, Learning, and Optimization).

Research output: A Conference proceeding or a Chapter in BookChapter

6 Citations (Scopus)
Open Access

A smart fusion framework for multimodal object, activity and event detection

CHETTY, G. & Yamin, M., 2016, Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 2016. Hoda, M. N. (ed.). New Delhi, India: IEEE, Vol. 1. p. 1417-1422 6 p. 7724498. (Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 2016).

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

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)

Automatic brain image analysis based on multimodal deep learning scheme

Chetty, G., Singh, M. & White, M., 2 Dec 2019, Proceedings - 2019 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. 97-100 4 p. 8995755. (Proceedings - International Conference on Machine Learning and Data Engineering, iCMLDE 2019).

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

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

A Virtual Sensor Network Framework for Vehicle Quality Evaluation

ALWADI, MD., CHETTY, G. & YAMIN, M., 15 Mar 2018, 12th INDIACom-2018; 2018 5th International Conference on Computing for Sustainable Global Development. Hoda, M. V. (ed.). New Delhi, India: BVICAM, p. 1416-1420 5 p.

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

Open Access

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

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)

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

15 Citations (Scopus)

Cardiovascular Risk Prediction Based on XGBoost

Rajliwall, N. S., Davey, R. & Chetty, G., 10 Dec 2018, Proceedings: 2018 5th Asia-Pacific World Congress on Computer Science and Engineering : APWConCSE 2018 . Ali, A. B. M. S., Miah, S. & Valluri, M. R. (eds.). Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 246-252 7 p. 8853798. (Proceedings - 2018 5th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2018).

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

Chronic Disease Risk Monitoring Based on an Innovative Predictive Modelling Framework

RAJLIWALL, N., CHETTY, G. & DAVEY, R., 26 Nov 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI) . Fogel, G. (ed.). Honolulu, HI, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

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

3 Citations (Scopus)

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)

Clinical Name Entity Recognition Based on Recurrent Neural Networks

LUU, T. M., PHAN, R., DAVEY, R. & CHETTY, G., 2 Jul 2018, Proceedings 2018 18th International Conference on Computational Science and Applications (ICCSA). Melbourne, VIC, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-9 9 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)

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

Deep Learning Based Biomedical NER Framework

Phan, R., Luu, T. M., Davey, R. & Chetty, G., 18 Nov 2018, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Bangalore, India: IEEE, p. 33-40 8 p. 8628740. (Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018).

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

1 Citation (Scopus)

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

Deep Learning with XGBoost for Real Estate Appraisal

Zhao, Y., Chetty, G. & Tran, D., 6 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1396-1401 6 p. 9002790. (2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019).

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

Deep neural models for chronic disease status detection in free text clinical records

Rajput, K., Chetty, G. & Davey, R., 17 Nov 2018, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Li, Z., Tong, H. & Zhu, F. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 864-869 6 p. 8637453. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

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

2 Citations (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)

Email Personalization and User Profiling Using RANSAC Multi Model Response Regression Based Optimized Pruning Extreme Learning Machines and Gradient Boosting Trees

Singh, L. & CHETTY, G., 2015, Neural Information Processing - 22nd International Conference, ICONIP 2015, Proceedings: Lecture Notes in Computer Science. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Turkey: Springer, Vol. 9489. p. 302-309 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9489).

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

1 Citation (Scopus)

Embodied Conversational Agents and Interactive Virtual Humans for Training Simulators

CHETTY, G. & White, M., 2019, Proceedings of 2019 Audio Visual Speech Processing Conference (AVSP). Melbourne, Australia: International Speech Communication Association, p. 1-5 5 p.

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

Open Access

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

Energy efficient data mining scheme for high dimensional data

Alwadi, MD. & CHETTY, G., 2015, Proceedings of the International Conference on Information and Communications Technologies. Samual, P. (ed.). India: Elsevier, Vol. 46. p. 483-490 8 p. (Procedia Computer Science; vol. 46).

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

Open Access
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2 Citations (Scopus)
3 Downloads (Pure)

Enhancing clinical name entity recognition based on hybrid deep learning scheme

Phan, R., Luu, T., Davey, R. & Chetty, G., 8 Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1049-1055 7 p. 8955534. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

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

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)

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)

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

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