Information, Technology (IT) & Systems

Research Output

2021

Change-point detection based on adjusted shape context cost method

Yan, Q., Liu, Y., Liu, S. & Ma, T., 4 Feb 2021, In : Information Sciences. 545, p. 363-380 18 p.

Research output: Contribution to journalArticle

2020

A continuum viscoelastic model of Timoshenko NSGT nanobeams

Gholipour, A., Ghayesh, M. H. & Hussain, S., 13 Jun 2020, In : Engineering with Computers. p. 1-16 16 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

An analytics-based envelope neural net approach to forecasting memory leakage in an enterprise applications environment

Khosla, N. & Sharma, D., 3 Mar 2020, International Conference on Innovation in Modern Science and Technology (ICIMSAT 2019): Intelligent Techniques and Applications in Science and Technology: Learning and Analytics in Intelligent Systems. Dawn, S., Balas, V., Esposito, A. & Gope, S. (eds.). Switzerland: Springer, Vol. 12. p. 66-74 9 p. (Intelligent Techniques and Applications in Science and Technology; vol. 12).

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

A Review of Mixed Reality in Health Care

John, B. & Wickramasinghe, N., 1 Jan 2020, Delivering Superior Health and Wellness Management with IoT and Analytics . Wickramasinghe, N. & Bodendorf, F. (eds.). Switzerland: Springer, p. 375-382 8 p.

Research output: A Conference proceeding or a Chapter in BookChapter

7 Downloads (Pure)

Arts + Health: : New Approaches to Arts and Robots in Health Care

Herath, D., McFarlane, J., Jochum, E. A., Grant, J. B. & Tresset, P., 23 Mar 2020, HRI '20: ACM/IEEE International Conference on Human-Robot Interaction: HRI '20: Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. New York, NY, USA: ACM Association for Computing Machinery, p. 1-7 7 p.

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

Open Access
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8 Downloads (Pure)

A Semi-Supervised Learning Approach to Forecast CPU Usages Under Peak Load in an Enterprise Environment

Khosla, N. & Sharma, D., 30 May 2020, p. 145-154. 10 p.

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

Open Access

A Sentiment Analysis of the 2014-15 Ebola Outbreak in the Media and Social Media

John, B., Baulch, B. & Wickramasinghe, N., 1 Feb 2020, Handbook of Research on Optimizing Healthcare Management Techniques. Wickramasinghe, N. (ed.). United States: IGI Global, p. 202-212 11 p.

Research output: A Conference proceeding or a Chapter in BookChapter

A shape-based cutting and clustering algorithm for multiple change-point detection

Zhuang, D., Liu, Y., Liu, S., Ma, T. & Ong, S. H., 1 May 2020, In : Journal of Computational and Applied Mathematics. 369, p. 1-17 17 p., 112623.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network

Alzyadat, T., Praet, S., Chetty, G., Goecke, R., Hughes, D., Kumar, D., Welvaert, M., Vlahovich, N. & Waddington, G., 10 Oct 2020, Machine Learning in Medical Imaging (MLMI 2020). Liu, M., Yan, P., Lian, C. & Cao, X. (eds.). Netherlands: Springer, p. 444-454 11 p. (Lecture Notes in Computer Science; vol. 12346).

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

Breast Cancer Indentification and Prognosis with Machine Learning Techniques – An Elucidative Review

Kumar, M., Mohammadian, M. & Khatri, S. K., 2020, In : Journal of Interdisciplinary Mathematics. 23, 2, p. 503-521 19 p.

Research output: Contribution to journalArticle

Deeply Supervised Discriminative Learning for Adversarial Defense

Mustafa, A., Khan, S. H., Hayat, M., Goecke, R., Shen, J. & Shao, L., 5 Mar 2020, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-13 13 p.

Research output: Contribution to journalArticle

Diagnostic analytics for an autoregressive model under the skew-normal distribution

Liu, Y., Mao, G., Leiva, V., Liu, S. & Tapia, A., May 2020, In : Mathematika. 8, 5, p. 1-19 19 p., 693.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
3 Downloads (Pure)

Distributed Information Integration in Convolutional Neural Networks

Kumar., D. & Sharma., D., 2020, VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Farinella, G. M., Radeva, P. & Braz, J. (eds.). Netherlands: Scitepress, Vol. 5. p. 491-498 8 p. (VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 5).

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

Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks

Kumar, D., Sharma, D. & Goecke, R., 2020, Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings. Blanc-Talon, J., Delmas, P., Philips, W., Popescu, D. & Scheunders, P. (eds.). Switzerland: Springer, p. 348-359 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12002 LNCS).

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

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

Impact of Users’ Socio-Cultural and Religious Orientation on Government Resource Planning (GRP) Systems Usage in Saudi Arabia

Alsheddi, A., Sharma, D. & Talukder, M., 1 Jan 2020, In : IEEE Access. 8, p. 122722-122735 14 p., 9133111.

Research output: Contribution to journalArticle

Open Access
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5 Downloads (Pure)

Improving SVM Classification on Imbalanced Datasets for EEG-Based Person Authentication

Tran, N., Tran, D., Liu, S., Trinh, L. & Pham, T., 1 Jan 2020, International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019). CISIS 2019, ICEUTE 2019. Sáez Muñoz, J. A., Corchado, E., Martínez Álvarez, F., Troncoso Lora, A. & Quintián, H. (eds.). Switzerland: Springer, p. 57-66 10 p. (Advances in Intelligent Systems and Computing; vol. 951).

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

1 Citation (Scopus)

Musculoskeletal Model for Path Generation and Modification of an Ankle Rehabilitation Robot

Jamwal, P. K., Hussain, S., Tsoi, Y. H. & Xie, S. Q., 12 May 2020, In : IEEE Transactions on Human-Machine Systems. p. 1-11 11 p.

Research output: Contribution to journalArticle

Numerical Framework and Design Optimization of an Intrinsically Compliant 3-DOF Parallel Robot

Hussain, S., Jamwal, P. K., Kapsalyamov, A. & Ghayesh, M. H., 2020, In : Journal of Computing and Information Science in Engineering. p. 1-11 11 p.

Research output: Contribution to journalArticle

On the Importance of Posture and the Interaction Environment

Hansen, A. K., Nilsson, J., Jochum, E. A. & Herath, D., 23 Mar 2020, Proceedings of HRI '20: ACM/IEEE International Conference on Human-Robot Interaction: HRI '20: Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. New York, NY, USA: ACM Association for Computing Machinery, p. 227-229 3 p.

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

Open Access
File
2 Downloads (Pure)

Optimal pricing of Internet of things: A machine learning approach

Alsheikh, M. A., Hoang, D. T., Niyato, D., Leong, D., Wang, P. & Han, Z., 5 Feb 2020, In : IEEE Journal on Selected Areas in Communications. 38, 4, p. 1-17 17 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Penalized weighted composite quantile regression for partially linear varying coefficient models with missing covariates

Jin, J., Ma, T., Dai, J. & Liu, S., 9 Jul 2020, In : Computational Statistics. p. 1-35 35 p.

Research output: Contribution to journalArticle

Performance based design optimization of an intrinsically compliant 6-dof parallel robot

Jamwal, P. K., Kapsalyamov, A., Hussain, S. & Ghayesh, M. H., 2020, In : Mechanics Based Design of Structures and Machines: an international journal. p. 1-17 17 p.

Research output: Contribution to journalArticle

Readiness, Roles, and Responsibilities of Stakeholders for Sustainable Mobile Learning Adoption in Higher Education

Okai-Ugbaje, S., Ardzejewska, K. & Imran, A., 27 Feb 2020, In : Education Sciences. 10, 3, p. 1-22 22 p., 49.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
5 Downloads (Pure)

State of the Art Assistive Powered Upper Limb Exoskeletons for Elderly

Kapsalyamov, A., Hussain, S. & Jamwal, P. K., 26 Sep 2020, In : IEEE Access. 8, p. 178991-179001 11 p.

Research output: Contribution to journalArticle

Open Access
File

State-of-the-Art Robotic Devices for Wrist Rehabilitation: Design and Control Aspects

Hussain, S., Jamwal, P. K., Van Vilet, P. & Ghayesh, M. H., 18 Mar 2020, In : IEEE Transactions on Human-Machine Systems. p. 1-12 12 p.

Research output: Contribution to journalReview article

File
19 Downloads (Pure)

The FrogPhone: A novel device for real-time frog call monitoring

Garrido Sanchis, A., Bertolelli, L., Maria Hoefer, A., Yebra Alvarez, M. & Munasinghe, K., Feb 2020, In : Methods in Ecology and Evolution. 11, 2, p. 222-228 7 p.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Using mixed probability distribution functions for modelling non-zero sub-daily rainfall in Australia

Hasan, M. M., Croke, B. F. W., Liu, S., Shimizu, K. & Karim, F., 24 Jan 2020, In : Geosciences (Switzerland). 10, 2, p. 1-11 11 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)

Using Semi-supervised Classifier to Forecast Extreme CPU Utilization

Khosla, N. & Sharma, D., 31 Jan 2020, In : International Journal of Artificial Intelligence & Applications . 11, 1, p. 45-52 8 p.

Research output: Contribution to journalArticle

Open Access
File
12 Downloads (Pure)
2019

Achieving Value-Based Care in Chronic Disease Management: Intervention Study

Wickramasinghe, N., JOHN, B., George, J. & Vogel, D., 1 May 2019, In : Journal of Medical Internet Research. 21, 5, p. 1-7 7 p., e10368.

Research output: Contribution to journalArticle

Open Access
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20 Downloads (Pure)

A Cobb–Douglas type model with stochastic restrictions: formulation, local influence diagnostics and data analytics in economics

Cysneiros, F. J. A., Leiva, V., Liu, S., Marchant, C. & Scalco, P., 15 Jul 2019, In : Quality and Quantity. 53, 4, p. 1693-1719 27 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Adapting state-of-the-art deep language models to clinical information extraction systems: Potentials, challenges, and solutions

Zhou, L., Suominen, H. & Gedeon, T., 25 Apr 2019, In : Journal of Medical Internet Research. 21, 4, p. 1-16 16 p., 11499.

Research output: Contribution to journalArticle

Open Access
File
8 Downloads (Pure)

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)

Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks

Mustafa, A., Khan, S. H., Hayat, M., Goecke, R., Shen, J. & Shao, L., 27 Oct 2019, Proceedinsg of the 2019 IEEE/CVF International Conference on Computer Vision (ICCV 2019). Lee, K. M., Forsyth, D., Pollefeys, M. & Tang, X. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3384-3393 10 p.

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

Open Access
3 Citations (Scopus)

A machine learning approach for intrusion detection in smart cities

Elsaeidy, A., Munasinghe, K. S., Sharma, D. & Jamalipour, A., 22 Sep 2019, 2019 IEEE 90th Vehicular Technology Conference, VTC 2019 Fall - Proceedings. Wang, L-C. & Uysal, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 8891281. (IEEE Vehicular Technology Conference; vol. 2019-September).

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

A Machine Learning Approach for the Identification of a Biomarker of Human Pain using fNIRS

Fernandez Rojas, R., Huang, X. & Ou, K. L., 4 Apr 2019, In : Scientific Reports. 9, 1, p. 1-12 12 p., 5645.

Research output: Contribution to journalArticle

Open Access
File
12 Citations (Scopus)
8 Downloads (Pure)

Analytics of Heterogeneous Breast Cancer Data Using Neuroevolution

Abdikenov, B., Iklassov, Z., Sharipov, A., HUSSAIN, S. & Jamwal, P. K., 1 Jan 2019, In : IEEE Access. 7, p. 18050-18060 11 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
1 Downloads (Pure)

Analyzing group-level emotion with global alignment kernel based approach

Huang, X., Dhall, A., Goecke, R., Pietikainen, M. K. & Zhao, G., 14 Nov 2019, In : IEEE Transactions on Affective Computing. p. 1-15 15 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification

Stasak, B., Epps, J. & GOECKE, R., 1 Jan 2019, In : Computer Speech and Language. 53, p. 140-155 16 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
3 Downloads (Pure)

An outlook at Agile methodologies for the independent games developer

Aurisch, R., Ahmed, M. & Barkat ullah, A., 28 May 2019, In : International Journal of Computers and Applications. p. 1-7 7 p.

Research output: Contribution to journalArticle

A novel compliant surgical robot: Preliminary design analysis

Kapsalyamov, A., Hussain, S. & Jamwal, P. K., Jan 2019, In : Mathematical Biosciences and Engineering. 17, 3, p. 2402–2417 16 p.

Research output: Contribution to journalSpecial issue

Open Access
File
29 Downloads (Pure)

A Novel Model-Driven Framework for Software and System Testing

Javed, Z. & Mohammadian, M., 21 Nov 2019, 2019 4th International Conference on Information Systems and Computer Networks, ISCON 2019. Sharma, D. K. (ed.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 750-756 7 p. 9036210. (2019 4th International Conference on Information Systems and Computer Networks, ISCON 2019).

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

Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews

BHATIA, S., GOECKE, R., Hammal, Z. & Cohn, J. F., 1 May 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Danvers, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 169-176 8 p. 8756509. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

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

Automatic Depression Classification Based on Affective Read Sentences: Opportunities for Text-Dependent Analysis

Stasak, B., Epps, J. & Goecke, R., Dec 2019, In : Speech Communication. 115, p. 1-14 14 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Brain–computer interface and assist-as-needed model for upper limb robotic arm

Kapsalyamov, A., Hussain, S., Sharipov, A. & Jamwal, P. K., 18 Sep 2019, In : Advances in Mechanical Engineering. 11, 9, p. 1-9 9 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
13 Downloads (Pure)

CLEF ehealth 2019 evaluation lab

Kelly, L., Goeuriot, L., Suominen, H., Neves, M., Kanoulas, E., Spijker, R., Azzopardi, L., Li, D., Jimmy, Palotti, J. & Zuccon, G., 2019, Advances in Information Retrieval: 41st European Conference on IR Research, ECIR 2019, Proceedings, Part II. Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C. & Hiemstra, D. (eds.). Cham, Switzerland: Springer, Vol. 11438. p. 267-274 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11438).

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

Open Access
3 Citations (Scopus)

Comparative effects of lipid lowering, hypoglycemic, antihypertensive and antiplatelet medications on carotid artery intima-media thickness progression: A network meta-analysis

Huang, R., Mills, K., Romero, J., Li, Y., Hu, Z., Cao, Y., Huang, H., Xu, Y. & Jiang, L., 30 Jan 2019, In : Cardiovascular Diabetology. 18, p. 1-10 10 p., 14.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
6 Downloads (Pure)

Competition in the Indian Banking Sector: A Panel Data Approach

Li, Z., LIU, S., Meng, F. & SATHYE, M., 22 Aug 2019, In : Journal of Risk and Financial Management. 12, 3, p. 136-151 16 p.

Research output: Contribution to journalArticle

Open Access
File
3 Downloads (Pure)