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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)

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)

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
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8 Citations (Scopus)
3 Downloads (Pure)

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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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

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
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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
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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
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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
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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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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
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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
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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
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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
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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

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
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1 Citation (Scopus)
13 Downloads (Pure)

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
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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
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Conceptualising an IT mindset and its relationship to IT knowledge and intention to explore IT in the workplace

Imran, A. & Gregor, S., 2 Dec 2019, In : Information Technology and People. 32, 6, p. 1536-1563 28 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Cortical Network Response to Acupuncture and the Effect of the Hegu Point: An FNIRS study

Fernandez Rojas, R., Liao, M., Romero, J., Huang, X. & Ou, K. L., 2 Jan 2019, In : Sensors (Basel, Switzerland). 19, 2, p. 1-16 16 p., 394.

Research output: Contribution to journalArticle

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

Energy-efficient inter-RAN cooperation for non-collocated cell sites with base station selection and user association policies

Hossain, M. F., Munasinghe, K. S. & Jamalipour, A., Jan 2019, In : Wireless Networks. 25, 1, p. 269-285 16 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Evaluating and Validating Emotion Elicitation Using English and Arabic Movie Clips on a Saudi Sample

Alghowinem, S., Goecke, R., Wagner, M. & Alwabil, A., 14 May 2019, In : Sensors. 19, 10, p. 1-31 31 p., 2218.

Research output: Contribution to journalArticle

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

Evolutionary Optimization Using Equitable Fuzzy Sorting Genetic Algorithm (EFSGA)

Jamwal, P. K., Abdikenov, B. & HUSSAIN, S., 1 Jan 2019, In : IEEE Access. 7, p. 8111-8126 16 p., 8598717.

Research output: Contribution to journalArticle

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

From rituals to magic: Interactive art and HCI of the past, present, and future

Jeon, M., Fiebrink, R., Edmonds, E. A. & Herath, D., 12 Jun 2019, In : International Journal of Human Computer Studies. 131, p. 108-119 12 p.

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)

Hierarchical Adversarial Network for Human Pose Estimation

RADWAN, I. H. I., Moustafa, N., Keating, B., Choo, K-K. R. & GOECKE, R., 2019, In : IEEE Access. 7, p. 103619-103628 10 p.

Research output: Contribution to journalArticle

Open Access
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Intrusion detection in smart cities using Restricted Boltzmann Machines

ELSAEIDY, A., MUNASINGHE, K., SHARMA, D. & JAMALIPOUR, A., 2019, In : Journal of Network and Computer Applications. 135, p. 76-83 8 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Investigating the Determinants of Innovation Adoption in Saudi Arabia

ALSHEDDI, A., SHARMA, D. & TALUKDER, M., Mar 2019, In : International Review of Business Research Papers. 15, 1, p. 37-59 23 p.

Research output: Contribution to journalArticle

Market Moods and Network Dynamics of Stock Returns: The Bipolar Behavior

Irannezhad Ajirlou, A., Esmalifalak, H., Esmalifalak, M., Pordeli Behrouz, S. & Soltanalizadeh, F., 2019, In : Journal of Behavioral Finance. 20, 2, p. 239-254 16 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

On a partial least squares regression model for asymmetric data with a chemical application in mining

Huerta, M., Leiva, V., Liu, S., Rodríguez, M. & Villegas, D., 15 Jul 2019, In : Chemometrics and Intelligent Laboratory Systems. 190, p. 55-68 14 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

On circular correlation for data on the torus

Zhan, X., Ma, T., Liu, S. & Shimizu, K., Dec 2019, In : Statistical Papers. 60, 6, p. 1827-1847 21 p.

Research output: Contribution to journalArticle

Open Access

Outlier Dirichlet Mixture Mechanism: Adversarial Statistical Learning for Anomaly Detection in the Fog

Moustafa, N., Choo, K-K. R., Radwan, I. & Camtepe, S., Aug 2019, In : IEEE Transactions on Information Forensics and Security. 14, 8, p. 1975-1987 13 p., 8600389.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Portfolio selection based on semivariance and distance correlation under minimum variance framework

Sun, R., Ma, T. & Liu, S., Aug 2019, In : Statistica Neerlandica. 73, 3, p. 373-394 22 p.

Research output: Contribution to journalArticle

Protecting Cyber Physical Systems Using a Learned MAPE-K Model

Elgendi, I., Hossain, M. F., Jamalipour, A. & Munasinghe, K. S., 5 Jul 2019, In : IEEE Access. 7, p. 90954-90963 10 p.

Research output: Contribution to journalArticle

Open Access
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1 Citation (Scopus)
11 Downloads (Pure)

Regularization of deep neural networks with spectral dropout

Khan, S., HAYAT, M. & Porikli, F., Feb 2019, In : Neural Networks. 110, p. 82-90 9 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Species distribution models can be highly sensitive to algorithm configuration

Hallgren, W., Santana, F., Low-Choy, S., Zhao, Y. & Mackey, B., 15 Sep 2019, In : Ecological Modelling. 408, p. 1-23 23 p., 108719.

Research output: Contribution to journalArticle

3 Citations (Scopus)

State of the Art Lower Limb Robotic Exoskeletons for Elderly Assistance

Kapsalyamov, A., Jamwal, P. K., HUSSAIN, S. & Ghayesh, M. H., 11 Jul 2019, In : IEEE Access. 7, 1, p. 95075-95086 12 p., 8759880.

Research output: Contribution to journalArticle

Open Access
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5 Citations (Scopus)
68 Downloads (Pure)