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  • Girija Chetty
2020

Genetic algorithms for the travelling salesman problem: a crossover comparison

Alqura'N Alzyadat, T., Yamin, M. & Chetty, G., Mar 2020, In : International Journal of Information Technology . 12, 1, p. 209-213 5 p.

Research output: Contribution to journalArticle

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

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

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

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

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

HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine

Sehra, K., Rajpal, A., Mishra, A. & Chetty, G., 29 Jun 2019, Computational Science and Its Applications – ICCSA 2019: 19th International Conference, Saint Petersburg, Russia, July 1–4, 2019, Proceedings, Part V. Misra, S., Gervasi, O., Murgante, B., Stankova, E., Korkhov, V., Torre, C., Rocha, A. M. A. C., Taniar, D., Apduhan, B. O. & Tarantino, E. (eds.). Cham, Switzerland: Springer, Vol. 11623. p. 423-435 13 p. (Lecture Notes in Computer Science; vol. 11623).

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

Risk factors identification for heart disease in unstructured dataset using deep learning approach

Rajput, K., Chetty, G. & Davey, R., 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. 1056-1059 4 p. 8955584. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

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

2018

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

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

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)

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 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)

Impact Rating Scales on Recommender System and Using Deep Learning and Neural Network Models to Improve Rating Prediction

Almaghrabi, M. & Chetty, G., 1 Dec 2018, Proceedings - 2018 5th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2018: APWConCSE 2018 . Ali, A. B. M. S., Miah, S. & Rao Valluri, M. (eds.). Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 207-213 7 p. 8853658. (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

Lifting Wavelet Transform based Fast Watermarking of Video Summaries using Extreme Learning Machine

Mishra, A., Agarwal, C. & CHETTY, G., 8 Jul 2018, Proceedings 2018 International Joint Conference on Neural Networks (IJCNN). Rio de Janeiro, Brazil: IEEE, Institute of Electrical and Electronics Engineers, p. 1-7 7 p.

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

Machine learning based models for cardiovascular risk prediction

Rajliwall, N. S., Davey, R. & Chetty, G., 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. 142-148 7 p.

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

2 Citations (Scopus)

Neuro Fuzzy Architecture for Gray Scale Image Watermarking using Fractal Dimensions

Mishra, A., Sehra, K. & 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, Vol. 2018-July. p. 1-8 8 p. 8489350. (Proceedings of the International Joint Conference on Neural Networks; vol. 2018-July).

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

2 Citations (Scopus)

Obesity and Co-Morbidity Detection in Clinical Text Using Deep Learning and Machine Learning Techniques

Rajput, K., Chetty, G. & Davey, R., 10 Dec 2018, Proceedings - 2018 5th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2018: APWConCSE 2018 . Ali, A. B. M. S., Miah, S. & Rao Valluri, M. (eds.). Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 51-56 6 p. 8853828. (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

Optimization of scaling factors for image watermarking using harmony search algorithm

Mishra, A., Agarwal, C. & Chetty, G., 4 Jul 2018, Computational Science and Its Applications – ICCSA 2018 - 18th International Conference, 2018, Proceedings. Springer-Verlag London Ltd., p. 422-434 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10963 LNCS).

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

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

Performance Analysis of Deep Neural Models for Automatic Identification of Disease Status

Rajput, K., Chetty, G. & Davey, R., 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. 136-141 6 p.

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

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

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 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

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)

Genetic Algorithms for the Travelling Salesman Problem: A Crossover Comparison

ALQURA'N ALZYADAT, T., Yamin, M. & CHETTY, G., 8 Mar 2017, Proceedings of the 11th INDIACom. Hoda, D. M. N. (ed.). New Delhi, India: BVICAM, p. 1465-1469 5 p.

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

Open Access

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

2016

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)

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)

Investigation into Interoperability in Cloud Computing: An Architectural Model

Sutherland, S. & Chetty, G., Mar 2016, In : Journal of Computers. 11, 2, p. 159-168 10 p.

Research output: Contribution to journalArticle

Open Access

Uninformative Frame Detection in Colonoscopy Through Motion, Edge and Color Features

ARMIN, A., CHETTY, G., Fripp, J., De Visser, H., Dumas, C., Fazlollahi, A., Grimpen, F. & salvado, O., 2016, Computer-Assisted and Robotic Endoscopy: Second International Workshop, CARE 2015. Luo, X., Reichl, T., Reiter, A. & Mariottini, G-L. (eds.). Munich, Germany: Springer, Vol. 9515. p. 153-162 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9515).

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

6 Citations (Scopus)
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)

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)
Open Access

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

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)

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
File
2 Citations (Scopus)
3 Downloads (Pure)

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)

Intelligent human activity recognition scheme for ehealth applications

CHETTY, G. & Yamin, M., 2015, In : Malaysian Journal of Computer Science. 28, 1, p. 59-69 11 p.

Research output: Contribution to journalArticle

Open Access
5 Citations (Scopus)

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

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
41 Citations (Scopus)

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)
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

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)