School of Mathematics, Physics and Computing
| Type | Department/Institute |
|---|---|
| Faculty/Department | Academic Affairs |
| Head | Prof Xiaohui Tao |
| Director of Research | Dr Nawin Raj |
| Prof Xiaohui Tao |
Latest research outputs
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Applications of machine-learning algorithms for prediction of benign and malignant breast lesions using ultrasound radiomics signatures: A multi-center study
Homayoun, Hassan, Chan, Wai Yee, Kuzan, Taha Yusuf, Leong, Wai Ling, Altintoprak, Kübra Murzoglu, Mohammadi, Afshin, Vijayananthan, Anushya, Rahmat, Kartini, Leong, Sook Sam, Mirza-Aghazadeh-Attari, Mohammad, Ejtehadifar, Sajjad, Faeghi, Fariborz, Acharya, U. Rajendra and Ardakani, Ali Abbasian. 2022. "Applications of machine-learning algorithms for prediction of benign and malignant breast lesions using ultrasound radiomics signatures: A multi-center study." Biocybernetics and Biomedical Engineering. 42 (3), pp. 921-933. https://doi.org/10.1016/j.bbe.2022.07.004Article
Application of artificial intelligence techniques for automated detection of myocardial infarction: a review
Joloudari, Javad Hassannataj, Mojrian, Sanaz, Nodehi, Issa, Mashmool, Amir, Zadegan, Zeynab Kiani, Shirkharkolaie, Sahar Khanjani, Alizadehsani, Roohallah, Tamadon, Tahereh, Khosravi, Samiyeh, Kohnehshari, Mitra Akbari, Hassannatajjeloudari, Edris, Sharifrazi, Danial, Mosavi, Amir, Loh, Hui Wen, Tan, Ru-San and Acharya, U Rajendra. 2022. "Application of artificial intelligence techniques for automated detection of myocardial infarction: a review." Physiological Measurement. 43 (8). https://doi.org/10.1088/1361-6579/ac7fd9Article
Artificial intelligence, BI-RADS evaluation and morphometry: A novel combination to diagnose breast cancer using ultrasonography, results from multi-center cohorts
Hamyoon, Hessam, Chan, Wai Yee, Mohammadi, Afshin, Kuzan, Taha, Mirza-Aghazadeh-Attari, Mohammad, Leong, Wai Ling, Altintoprak, Kübra Murzoglu, Vijayananthan, Anushya, Rahmat, Kartini, Mumin, Nazimah Ab, Leong, Sook Sam, Ejtehadifar, Sajjad, Faeghi, Fariborz, Abolghasemi, Jamileh, Ciaccio, Edward J., Acharya, U. Rajendra and Ardakani, Ali Abbasian. 2022. "Artificial intelligence, BI-RADS evaluation and morphometry: A novel combination to diagnose breast cancer using ultrasonography, results from multi-center cohorts." European Journal of Radiology. 157. https://doi.org/10.1016/j.ejrad.2022.110591Article
Hyp-Net: Automated detection of hypertension using deep convolutional neural network and Gabor transform techniques with ballistocardiogram signals
Gupta, Kapil, Bajaj, Varun, Ansari, Irshad Ahmad and Acharya, U. Rajendra. 2022. "Hyp-Net: Automated detection of hypertension using deep convolutional neural network and Gabor transform techniques with ballistocardiogram signals." Biocybernetics and Biomedical Engineering. 42 (3), pp. 784-796. https://doi.org/10.1016/j.bbe.2022.06.001Article
Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques
Gudigar, Anjan, Raghavendra, U., Samanth, Jyothi, Dharmik, Chinmay, Gangavarapu, Mokshagna Rohit, Nayak, Krishnananda, Ciaccio, Edward J., Tan, Ru-San, Molinari, Filippo and Acharya, U. Rajendra. 2022. "Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques." Journal of Imaging. 8 (4). https://doi.org/10.3390/jimaging8040102Article
RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray images
El-Dahshan, El-Sayed. A, Bassiouni, Mahmoud. M, Hagag, Ahmed, Chakrabortty, Ripon K, Loh, Huiwen and Acharya, U.Rajendra. 2022. "RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray images." Expert Systems with Applications. 204. https://doi.org/10.1016/j.eswa.2022.117410Article
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset
Deniz, Erkan, Sobahi, Nebras, Omar, Naaman, Sengur, Abdulkadir and Acharya, U. Rajendra. 2022. "Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset." Health Information Science and Systems. 10 (1). https://doi.org/10.1007/s13755-022-00201-yArticle
Efficient deep neural network model for classification of grasp types using sEMG signals
Coskun, Musab, Yildirim, Ozal, Demir, Yakup and Acharya, U. Rajendra. 2022. "Efficient deep neural network model for classification of grasp types using sEMG signals." Journal of Ambient Intelligence and Humanized Computing. 13 (9), pp. 4437-4450. https://doi.org/10.1007/s12652-021-03284-9Article
Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms
Chabane, Nail, Bouaoun, Achraf, Tighilt, Reda, Abdar, Moloud, Boc, Alix, Lord, Etienne, Tahiri, Nadia, Mazoure, Bogdan, Acharya, U. Rajendra and Makarenkov, Vladimir. 2022. "Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms." PLoS One. 17 (12). https://doi.org/10.1371/journal.pone.0278364Article
Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features
Bhurane, Ankit A., Dhok, Shivani, Sharma, Manish, Yuvaraj, Rajamanickam, Murugappan, Murugappan and Acharya, U. Rajendra. 2022. "Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features." Expert Systems: the journal of knowledge engineering. 39 (7). https://doi.org/10.1111/exsy.12472Article
Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals
Ari, Berna, Sobahi, Nebras, Alcin, Ömer F., Sengur, Abdulkadir and Acharya, U. Rajendra. 2022. "Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals." Computers in Biology and Medicine. 143. https://doi.org/10.1016/j.compbiomed.2022.105311Article
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries
Alizadehsani, Roohallah, Roshanzamir, Mohamad, Abdar, Moloud, Beykikhoshk, Adham, Khosravi, Abbas, Nahavandi, Saeid, Plawiak, Pawel, Tan, Ru San and Acharya, Rajendra. 2022. "Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries." Expert Systems: the journal of knowledge engineering. 39 (7). https://doi.org/10.1111/exsy.12573Article
Interpretation of radiomics features–A pictorial review
Ardakani, Ali Abbasian, Bureau, Nathalie J, Ciaccio, Edward J. and Acharya, U. Rajendra. 2022. "Interpretation of radiomics features–A pictorial review." Computer Methods and Programs in Biomedicine. 215. https://doi.org/10.1016/j.cmpb.2021.106609Article
An efficient storage system towards high throughput of concurrent graph processing jobs
Zhao, Jin, Jiang, Xinyu, Zhang, Yu, Zhu, Xiaofei, Jin, Hai, Liu, Haikun, Yang, Yun, Zhang, Ji, Wang, Biao and Yu, Ting. 2022. "An efficient storage system towards high throughput of concurrent graph processing jobs." Scientia Sinica Informationis. 52 (1), pp. 111-128.Article
Multiple Graph Adaptive Regularized Semi-Supervised Nonnegative Matrix Factorization with Sparse Constraint for Data Representation
Zhang, Kexin, Li, Lingling, Di, Jinhong, Wang, Yi, Zhao, Xuezhuan and Zhang, Ji. 2022. "Multiple Graph Adaptive Regularized Semi-Supervised Nonnegative Matrix Factorization with Sparse Constraint for Data Representation." Processes. 10 (12). https://doi.org/10.3390/pr10122623Article
Deep learning-based PI-RADS score estimation to detect prostate cancer using multiparametric magnetic resonance imaging
Yildiri, Kadir, Yildirim, Muhammed, Eryesil, Hasan, Talo, Muhammed, Yildirim, Ozal, Karabatak, Murat, Ogras, Mehmet Sezai, Artas, Hakan and Acharya, U Rajendra. 2022. "Deep learning-based PI-RADS score estimation to detect prostate cancer using multiparametric magnetic resonance imaging." Computers and Electrical Engineering. 102. https://doi.org/10.1016/j.compeleceng.2022.108275Article
Learning discriminative representation with global and fine-grained features for cross-view gait recognition
Xiao, Jing, Yang, Huan, Xie, Kun, Zhu, Jia and Zhang, Ji. 2022. "Learning discriminative representation with global and fine-grained features for cross-view gait recognition." CAAI Transactions on Intelligence Technology. 7 (2), pp. 187-199. https://doi.org/10.1049/cit2.12051Article
OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining
Wu, Youxi, Wang, Xiaohui, Li, Yan, Guo, Lei, Li, Zhao, Zhang, Ji and Wu, Xindong. 2022. "OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining." ACM Transactions on Management Information Systems. 13 (3), pp. 1-23. https://doi.org/10.1145/3476247Article
Spectral Line Depth Variability in Radial Velocity Spectra
Wise, Alexander, Plavchan, Peter, Dumusque, Xavier, Cegla, Heather and Wright, Duncan. 2022. "Spectral Line Depth Variability in Radial Velocity Spectra." The Astrophysical Journal: an international review of astronomy and astronomical physics. 930 (2). https://doi.org/10.3847/1538-4357/ac649bArticle
A Second Planet Transiting LTT 1445A and a Determination of the Masses of Both Worlds
Winters, Jennifer G., Cloutier, Ryan, Medina, Amber A., Irwin, Jonathan M., Charbonneau, David, Astudillo-Defru, Nicola, Bonfils, Xavier, Howard, Andrew W., Isaacson, Howard, Bean, Jacob L., Seifahrt, Andreas, Teske, Johanna K., Eastman, Jason D., Twicken, Joseph D., Collins, Karen A., Jensen, Eric L. N., Quinn, Samuel N., Payne, Matthew J., Kristiansen, Martti H., ..., Almenara, Jose-Manuel. 2022. "A Second Planet Transiting LTT 1445A and a Determination of the Masses of Both Worlds." The Astronomical Journal. 163 (4). https://doi.org/10.3847/1538-3881/ac50a9Article
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes
Weng, Xi, Yan, Yan, Dong, Genshun, Shu, Chang, Wang, Biao, Wang, Hanzi and Zhang, Ji. 2022. "Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes." IEEE Transactions on Intelligent Transportation Systems. 23 (10), pp. 17224-17240. https://doi.org/10.1109/TITS.2022.3150350Article
The near-core rotation of HD 112429 A γ Doradus star with TESS photometry and legacy spectroscopy
Van Reeth, T., De Cat, P., Van Beeck, J., Prat, V., Wright, D.J., Lehmann, H., Chené, A.-N., Kambe, E., Yang, S. L. S., Gentile, G. and Joos, M.. 2022. "The near-core rotation of HD 112429 A γ Doradus star with TESS photometry and legacy spectroscopy ." Astronomy and Astrophysics: a European journal. 662. https://doi.org/10.1051/0004-6361/202142921Article
Gabor CNN Based Intelligent System for Visual Sentiment Analysis of Social Media Data on Cloud Environment
Urolagin, Siddhaling, Nayak, Jagadish and Acharya, U. Rajendra. 2022. "Gabor CNN Based Intelligent System for Visual Sentiment Analysis of Social Media Data on Cloud Environment." IEEE Access. 10, pp. 132455-132471. https://doi.org/10.1109/ACCESS.2022.3228263Article
The TESS-Keck Survey. XI. Mass Measurements for Four Transiting Sub-Neptunes Orbiting K Dwarf TOI-1246
Turtelboom, Emma V., Weiss, Lauren M., Dressing, Courtney D., Nowak, Grzegorz, Palle, Enric, Beard, Corey, Blunt, Sarah, Brinkman, Casey L., Chontos, Ashley, Claytor, Zachary R., Dai, Fei, Dalba, Paul A., Giacalone, Steven, Gonzales, Erica J., Harada, Caleb K., Hill, Michelle L., Holcomb, Rae, Korth, Judith, Lubin, Jack, ..., Winn, Joshua N.. 2022. "The TESS-Keck Survey. XI. Mass Measurements for Four Transiting Sub-Neptunes Orbiting K Dwarf TOI-1246." The Astronomical Journal. 163 (6). https://doi.org/10.3847/1538-3881/ac69e5Article
Efficient Heat Transfer Augmentation in Channels with Semicircle Ribs and Hybrid Al2O3-Cu/Water Nanofluids
Togun, Hussein, Homod, Raad Z., Yaseen, Zaher Mundher, Abed, Azher M., Dhabab, Jameel M., Ibrahem, Raed Khalid, Dhahbi, Sami, Rashidi, Mohammad Mehdi, Ahmadi, Goodarz, Yaïci, Wahiba and Mahdi, Jasim M.. 2022. "Efficient Heat Transfer Augmentation in Channels with Semicircle Ribs and Hybrid Al2O3-Cu/Water Nanofluids." Nanomaterials. 12 (15). https://doi.org/10.3390/nano12152720Article
Message from the program chairs: CBD 2022
Tao, Xiaohui, Zhang, Shichao, Xie, Xiaolan and Dong, Fang. 2022. "Message from the program chairs: CBD 2022 ." 2022 Tenth International Conference on Advanced Cloud and Big Data (CBD). Guilin, China 04 - 05 Nov 2022 Guilin, China. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/CBD58033.2022.00006Other
Improved Fitness-Dependent Optimizer for Solving Economic Load Dispatch Problem
Tahir, Barzan Hussein, Rashid, Tarik A., Rauf, Hafiz Tayyab, Bacanin, Nebojsa, Chhabra, Amit, Vimal, S. and Yaseen, Zaher Mundher. 2022. "Improved Fitness-Dependent Optimizer for Solving Economic Load Dispatch Problem." Computational Intelligence and Neuroscience. 2022. https://doi.org/10.1155/2022/7055910Article
Application of Machine Learning Techniques for Characterization of Ischemic Stroke with MRI Images: A Review
Subudhi, Asit, Dash, Pratyusa, Mohapatra, Manoranjan, Tan, Ru-San, Acharya, U. Rajendra and Sabut, Sukanta. 2022. "Application of Machine Learning Techniques for Characterization of Ischemic Stroke with MRI Images: A Review." Diagnostics. 12 (10). https://doi.org/10.3390/diagnostics12102535Article
Counting the bodies: Estimating the numbers and spatial variation of Australian reptiles, birds and mammals killed by two invasive mesopredators
Stobo-Wilson, Alyson M., Murphy, Brett P., Legge, Sarah M., Caceres-Escobar, Hernan, Chapple, David G., Crawford, Heather M., Dawson, Stuart J., Dickman, Chris R., Doherty, Tim S., Fleming, Patricia A., Garnett, Stephen T., Gentle, Matthew, Newsome, Thomas M., Palmer, Russell, Rees, Matthew W. Rees, Ritchie, Euan G., Speed, James, Stuart, John-Michae, Suarez-Castro, Andrés F., ..., Woinarsk, John C.Z.. 2022. "Counting the bodies: Estimating the numbers and spatial variation of Australian reptiles, birds and mammals killed by two invasive mesopredators." Diversity and Distributions. 28 (5), pp. 976-991. https://doi.org/10.1111/ddi.13497Article
Natural Time Series Parameters Forecasting: Validation of the Pattern-Sequence-Based Forecasting (PSF) Algorithm; A New Python Package
Shende, Mayur Kishor, Salih, Sinan Q., Bokde, Neeraj Dhanraj, Scholz, Miklas, Oudah, Atheer Y. and Yaseen, Zaher Mundher. 2022. "Natural Time Series Parameters Forecasting: Validation of the Pattern-Sequence-Based Forecasting (PSF) Algorithm; A New Python Package." Applied Sciences. 12 (12). https://doi.org/10.3390/app12126194Article
Automated Sleep apnea detection using optimal duration-frequency concentrated wavelet-based features of pulse oximetry signals
Sharma, Manish, Kumbhani, Divyash, Yadav, Anuj and Acharya, U. Rajendra. 2022. "Automated Sleep apnea detection using optimal duration-frequency concentrated wavelet-based features of pulse oximetry signals." Applied Intelligence. 52 (2), pp. 1325-1337. https://doi.org/10.1007/s10489-021-02422-2Article
Improving Friend Recommendation for Online Learning with Fine-Grained Evolving Interest
Shao, Ming-Min, Jiang, Wen-Jun, Wu, Jie, Shi, Yu-Qing, Yum, TakShing and Zhang, Ji. 2022. "Improving Friend Recommendation for Online Learning with Fine-Grained Evolving Interest." Journal of Computer Science and Technology. 37 (6), pp. 1444-1463. https://doi.org/10.1007/s11390-021-2124-zArticle
Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction
Shahabi, Mahmood, Ghorbani, Mohammad Ali, Naganna, Sujay Raghavendra, Kim, Sungwon, Hadi, Sinan Jasim, Inyurt, Samed, Farooque, Aitazaz Ahsan and Yaseen, Zaher Mundher. 2022. "Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction." Complexity. 2022. https://doi.org/10.1155/2022/3123475Article
The California-Kepler Survey. X. the Radius Gap as a Function of Stellar Mass, Metallicity, and Age
Petigura, Erik A., Rogers, James G., Isaacson, Howard, Owen, James E., Kraus, Adam L., Winn, Joshua N., MacDougall, Mason G., Howard, Andrew W., Fulton, Benjamin J., Kosiarek, Molly R., Weiss, Lauren M., Behmard, Aida and Blunt, Sarah. 2022. "The California-Kepler Survey. X. the Radius Gap as a Function of Stellar Mass, Metallicity, and Age." The Astronomical Journal. 163 (4). https://doi.org/10.3847/1538-3881/ac51e3Article
Sparse-Dyn: Sparse dynamic graph multirepresentation learning via event-based sparse temporal attention network
Pang, Yan, Shan, Ai, Wang, Zhen, Wang, Mengyu, Lin, Jianwei, Zhang, Ji, Huang, Teng and Liu, Chao. 2022. "Sparse-Dyn: Sparse dynamic graph multirepresentation learning via event-based sparse temporal attention network." International Journal of Intelligent Systems. 37 (11), pp. 8770-8789. https://doi.org/10.1002/int.22967Article
Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification
Pang, Yan, Huang, Teng, Wang, Zhen, Lin, Jianwei, Hosseini, Poorya, Zhang, Ji, Liu, Chao and Ai, Shan. 2022. "Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification ." International Journal of Intelligent Systems. 37 (11), pp. 8747-8769. https://doi.org/10.1002/int.22966Article
Coupled data pre-processing approach with data intelligence models for monthly precipitation forecasting
Nikpour, M. R., Abdollahi, S., Sanikhani, H., Raeisi, J. and Yaseen, Z. M.. 2022. "Coupled data pre-processing approach with data intelligence models for monthly precipitation forecasting." International Journal of Environmental Science and Technology. 19 (12), pp. 11919-11934. https://doi.org/10.1007/s13762-022-04395-2Article
Around the hybrid conference world in the COVID-19 era
Moss, Vanessa A., Balaguer-Nuñez, Lola, Bolejko, Krzysztof, Burtscher, Leonard, Carr, Anthony, Di Teodoro, Enrico M., Gregory, Brenne, Hanko, Esther, Hill, Alex S., Hughes, Annie, Kaper, Lex, Kerrison, Emily F., Lockman, Felix J., Lowson, Nataliea and Stevens, Adam R. H.. 2022. "Around the hybrid conference world in the COVID-19 era." Nature Astronomy. 6 (10), pp. 1105-1109. https://doi.org/10.1038/s41550-022-01806-9Notes or commentaries
Automated emotion recognition: Current trends and future perspectives
Maithri, M., Raghavendra, U., Gudigar, Anjan, Samanth, Jyothi, Barua, Prabal Datta, Murugappan, Murugappan, Chakole, Yashas and Acharya, U. Rajendra. 2022. "Automated emotion recognition: Current trends and future perspectives." Computer Methods and Programs in Biomedicine. 215. https://doi.org/10.1016/j.cmpb.2022.106646Article
The TESS-Keck Survey. XIII. An Eccentric Hot Neptune with a Similar-mass Outer Companion around TOI-1272
MacDougall, Mason G., Petigura, Erik A., Fetherolf, Tara, Beard, Corey, Lubin, Jack, Angelo, Isabel, Batalha, Natalie, Behmard, Aida, Blunt, Sarah, Brinkman, Casey L., Chontos, Ashley, Crossfield, Ian J. M., Dai, Fei, Dalba, Paul A., Dressing, Courtney, Fulton, Benjamin, Giacalone, Steven, Hill, Michelle L., Howard, Andrew W., ..., Rodriguez, David R.. 2022. "The TESS-Keck Survey. XIII. An Eccentric Hot Neptune with a Similar-mass Outer Companion around TOI-1272." The Astronomical Journal. 164 (3), pp. 164-197. https://doi.org/10.3847/1538-3881/ac7ce1Article
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