Research output per year
Research output per year
- 1 - 50 out of 189 results
Search results
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2024
A generalized optimization-based generative adversarial network
Farhadinia, B., Ahangari, M. R., Heydari, A. & Datta, A., 15 Aug 2024, In: Expert Systems with Applications. 248, 123413.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Detecting Sleep Disorders from NREM Using DeepSDBPLM
Almutairi, H., Hassan, G. M. & Datta, A., 2024, Proceedings of the 12th International Conference on Robotics, Vision, Signal Processing and Power Applications. Ahmad, N. S., Mohamad-Saleh, J. & Teh, J. (eds.). Singapore: Springer Science + Business Media, p. 459-467 9 p. (Lecture Notes in Electrical Engineering; vol. 1123 LNEE).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
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Optimizing Cloud Performance: A Microservice Scheduling Strategy for Enhanced Fault-Tolerance, Reduced Network Traffic, and Lower Latency
Alelyani, A., Datta, A. & Hassan, M., 2024, In: IEEE Access. 12, p. 35135-35153 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Transformer-based models for combating rumours on microblogging platforms: a review
Anggrainingsih, R., Hassan, M. & Datta, A., Aug 2024, In: Artificial Intelligence Review. 57, 8, 212.Research output: Contribution to journal › Article › peer-review
Open Access -
2023
Apis-Prime: A deep learning model to optimize beehive monitoring system for the task of daily weight estimation
Anwar, O., Keating, A., Cardell-Oliver, R., Datta, A. & Putrino, G., Sept 2023, In: Applied Soft Computing. 144, 110546.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus)3 Downloads (Pure) -
Automatic Detection of Abnormal EEG Signals Using WaveNet and LSTM
Datta, A., Albaqami, H. & Hassan, G. M., 1 Jul 2023, In: Sensors (Switzerland). 23, 13, 16 p., 5960.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
CE-BERT: Concise And Efficient BERT-based Model for Detecting Rumours on Twitter
Anggrainingsih, R., Hassan, G. M. & Datta, A., 28 Jul 2023, In: IEEE Access. 11, p. 80207-80217 11 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Citations (Scopus) -
COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals: Conference proceedings
Shati, A., Hassan, M. & Datta, A., 2023, 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). Hu, J., Min, G. & Wang, G. (eds.). IEEEE, p. 2706-2713 8 p. (Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access -
DAScheduler: Dependency-Aware Scheduling Algorithm for Containerized Dependent Jobs
Alelyani, A., Datta, A. & Hassan, G. M., Aug 2023, In: Journal of Grid Computing. 21, 3, 46.Research output: Contribution to journal › Article › peer-review
Open Access -
Genetics and Epigenetics of Breast Cancer
Roy, M., Biswas, J. & Datta, A., May 2023, 1st ed. Singapore: Springer. 87 p.Research output: Book/Report › Book › peer-review
4 Citations (Scopus) -
Machine-Learning-Based-Approaches for Sleep Stage Classification Utilising a Combination of Physiological Signals: A Systematic Review
Almutairi, H., Hassan, M. & Datta, A., 15 Dec 2023, In: Applied Sciences (Switzerland). 13, 24, 24 p., 13280.Research output: Contribution to journal › Review article › peer-review
Open Access2 Citations (Scopus) -
memerna: Sparse RNA Folding Including Coaxial Stacking
Courtney, E., Datta, A., Mathews, D. H. & Ward, M., 4 Aug 2023, bioRxiv.Research output: Working paper › Preprint
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MP-SeizNet: A Multi-Path CNN Bi-LSTM Network for Seizure-Type Classification Using EEG
Albaqami, H., Hassan, G. M. & Datta, A., Jul 2023, In: Biomedical Signal Processing and Control. 84, 104780.Research output: Contribution to journal › Article › peer-review
13 Citations (Scopus) -
Patient Independent Interictal Epileptiform Discharge Detection
McDougall, M., Albaqami, H., Mubashar Hassan, G. & Datta, A., 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 - Proceedings. Piscataway: IEEE, Institute of Electrical and Electronics Engineers, 6 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
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2022
An agent-based model of spread of a pandemic with validation using COVID-19 data from New York State
Datta, A., Sen, S. & Winkelstein, P., 1 Jan 2022, In: Physica A: Statistical Mechanics and its Applications. 585, 28 p., 126401.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
Computationally expedient Photovoltaic power Forecasting: A LSTM ensemble method augmented with adaptive weighting and data segmentation technique
Ahmed, R., Sreeram, V., Togneri, R., Datta, A. & Arif, M. D., 15 Apr 2022, In: Energy Conversion and Management. 258, 115563.Research output: Contribution to journal › Article › peer-review
36 Citations (Scopus) -
Deep learning models for RNA secondary structure prediction (probably) do not generalise across families
Szikszai, M., Wise, M. J., Datta, A., Ward, M. & Mathews, D., 15 Aug 2022, In: Bioinformatics. 38, 16, p. 3892-3899 8 p.Research output: Contribution to journal › Article › peer-review
Open Access26 Citations (Scopus) -
Design and development of low-power, long-range data acquisition system for beehives-BeeDAS
Anwar, O., Datta, A., Keating, A., Cardell-Oliver, R. & Putrino, G., Oct 2022, In: Computers and Electronics in Agriculture. 201, 12 p., 107281.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Designing a clinical decision support system for Alzheimer’s diagnosis on OASIS-3 data set
Salami, F., Bozorgi-Amiri, A., Hassan, G. M., Tavakkoli-Moghaddam, R. & Datta, A., Apr 2022, In: Biomedical Signal Processing and Control. 74, 103527.Research output: Contribution to journal › Article › peer-review
23 Citations (Scopus) -
Prevention of inorganic arsenic induced squamous cell carcinoma of the skin in Swiss albino mice by black tea through epigenetic modulation
Ghosh, A., Lahiri, A., Mukherjee, S., Roy, M. & Datta, A., Aug 2022, In: Heliyon. 8, 8, e10341.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Web of Science) -
The complex role of micro RNA in mosquito borne diseases
Ghosh, S., Datta, A., Bhattacherjee, R. & Banerjee, D., Mar 2022, In: Journal of Entomological Research. 46, 1, p. 1-12 12 p.Research output: Contribution to journal › Article › peer-review
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Wavelet-Based Multi-Class Seizure Type Classification System
Albaqami, H., Hassan, G. M. & Datta, A., 1 Jun 2022, In: Applied Sciences (Switzerland). 12, 11, 17 p., 5702.Research output: Contribution to journal › Article › peer-review
Open Access12 Citations (Scopus) -
WE-Bee: Weight Estimator for Beehives Using Deep Learning
Anwar, O., Keating, A., Cardell-Oliver, R., Datta, A. & Putrino, G., 28 Feb 2022, AAAI Conference on Artificial Intelligence 2022: 1st International Workshop on Practical Deep Learning in the Wild.Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open AccessFile142 Downloads (Pure) -
2021
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree
Albaqami, H., Hassan, G. M., Subasi, A. & Datta, A., Sept 2021, In: Biomedical Signal Processing and Control. 70, 9 p., 102957.Research output: Contribution to journal › Article › peer-review
Open Access60 Citations (Scopus) -
Classification of Obstructive Sleep Apnoea from single-lead ECG signals using convolutional neural and Long Short Term Memory networks
Almutairi, H., Hassan, G. M. & Datta, A., Aug 2021, In: Biomedical Signal Processing and Control. 69, 102906.Research output: Contribution to journal › Article › peer-review
35 Citations (Scopus) -
Comparison of WPD, DWT and DTCWT for Multi-Class Seizure Type Classification
Albaqami, H., Hassan, G. M. & Datta, A., 2021, 2021 IEEE Signal Processing in Medicine and Biology Symposium Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, 7 p.Research output: Chapter in Book/Conference paper › Conference paper › peer-review
12 Citations (Scopus) -
Detection of Obstructive Sleep Apnoea by ECG signals using Deep Learning Architectures
Almutairi, H., Hassan, G. M. & Datta, A., 24 Jan 2021, 28th European Signal Processing Conference. Heusdens, R. & Richard, C. (eds.). European Signal Processing Conference, EUSIPCO, p. 1382-1386 5 p. 9287360Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access20 Citations (Scopus) -
Estimating galaxy masses from kinematics of globular cluster systems: a new method based on deep learning
Kaur, R., Bekki, K., Hassan, G. M. & Datta, A., 1 Nov 2021, In: Monthly Notices of the Royal Astronomical Society. 508, 1, p. 868-881 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Downloads (Pure) -
GIS Application in Water Resource Management
Boroomandnia, A., Bozorg-Haddad, O., Pradhan, B. & Datta, A., 26 May 2021, Essential Tools for Water Resources Analysis, Planning, and Management. Bozorg-Haddad, O. (ed.). Singapore: Springer, p. 125-152 28 p. (Springer Water).Research output: Chapter in Book/Conference paper › Chapter › peer-review
2 Citations (Scopus) -
Hashtag Recommendation Methods for Twitter and Sina Weibo: A Review
Datta, A., Huynh, D. & Alsini, A., 25 May 2021, In: Future Internet. 13, 5, 19 p., 129.Research output: Contribution to journal › Review article › peer-review
Open Access9 Citations (Scopus) -
Modulatory role of tea in arsenic induced epigenetic alterations in carcinogenesis
Ghosh, A., Mukherjee, S., Roy, M. & Datta, A., Aug 2021, In: The Nucleus. 64, 2, p. 143-156 14 p.Research output: Contribution to journal › Review article › peer-review
2 Citations (Web of Science) -
2020
An Advanced Sensor Placement Strategy for Small Leaks Quantification Using Lean Graphs
Shiddiqi, A. M., Cardell-Oliver, R. & Datta, A., Dec 2020, In: Water. 12, 12, p. 1-20 20 p., 3439.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
Application of machine learning for early diagnosis of Parkinson’s disease
Datta, A. & Paul, S., 1 Jan 2020, Smart Healthcare for Disease Diagnosis and Prevention. London: Elsevier, p. 33-41 9 p.Research output: Chapter in Book/Conference paper › Chapter › peer-review
1 Citation (Scopus) -
Comprehensive Review on Deep Learning for Neuronal Disorders: Applications of Deep Learning
Majhi, V., Saikia, A., Datta, A., Sinha, A. & Paul, S., 2020, In: International Journal of Natural Computing Research. 9, 1Research output: Contribution to journal › Review article › peer-review
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Dynamics in a confined mass–spring chain with 1∕r repulsive potential: Strongly nonlinear regime
Avalos, E., Datta, A., Rosato, A. D., Blackmore, D. & Sen, S., 1 Sept 2020, In: Physica A: Statistical Mechanics and its Applications. 553, 124651.Research output: Contribution to journal › Article › peer-review
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Multiresolution Matrix Factorization as a Compression Method for Smart Meter Data
Ahmad, A., Datta, A., Sreeram, V. & Mishra, Y., 17 Apr 2020, (E-pub ahead of print) In: The Journal of Engineering.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Web of Science) -
On Utilizing Communities Detected From Social Networks in Hashtag Recommendation
Alsini, A., Datta, A. & Huynh, D., Aug 2020, In: IEEE Transactions on Computational Social Systems. 7, 4, p. 971-982 12 p., 9086880.Research output: Contribution to journal › Article › peer-review
14 Citations (Scopus) -
2019
An empirical study on sentiments in Twitter communities
Alduaiji, N. & Datta, A., 7 Feb 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Tong, H., Zhu, F. & Li, Z. (eds.). Singapore: IEEE, Institute of Electrical and Electronics Engineers, p. 1166-1172 7 p. 8637428. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
6 Citations (Scopus) -
Cancer Genetics and Therapeutics - focus on phytochemicals
Roy, M. & Datta, A., 1 Jan 2019, Singapore: Springer. 227 p. (Cancer Research)Research output: Book/Report › Book › peer-review
18 Citations (Scopus) -
Community aware personalized hashtag recommendation in social networks
Alsini, A., Datta, A., Huynh, D. Q. & Li, J., 1 Jan 2019, Data Mining - 16th Australasian Conference, AusDM 2018 : Revised Selected Papers. Zhao, Y., Li, C-T., Koh, Y. S., Islam, Z., Warwick, G., Stirling, D. & Islam, R. (eds.). Springer-Verlag Berlin, p. 216-227 12 p. (Communications in Computer and Information Science; vol. 996).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
8 Citations (Scopus) -
Deep Learning in Computational Neuroscience
Saxena, S., Paul, S., Garg, A., Saikia, A. & Datta, A., 4 Oct 2019, Challenges and applications for implementing machine learning in computer vision. Kashyap, R. & Kumar, A. V. S. (eds.). IGI Global, p. 43-63 21 p.Research output: Chapter in Book/Conference paper › Chapter › peer-review
5 Citations (Scopus) -
Detecting and ranking outliers in high-dimensional data
Kaur, A. & Datta, A., Mar 2019, In: International Journal of Advances in Engineering Sciences and Applied Mathematics. 11, 1, p. 75-87 13 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Web of Science) -
Determining parameters for non-linear models of multi-loop free energy change
Ward-Graham, M., Sun, H., Datta, A., Wise, M. J. & Mathews, D., 1 Nov 2019, In: Bioinformatics. 35, 21, p. 4298-4306 9 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (Scopus) -
Exploiting multi-core and many-core parallelism for subspace clustering
Datta, A., Kaur, A., Lauer, T. & Chabbouh, S., 1 Mar 2019, In: International Journal of Applied Mathematics and Computer Science. 29, 1, p. 81-91 11 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Tremor Identification Using Machine Learning in Parkinson's Disease
Datta, A., Saikia, A., Majhi, V., Hussain, M. & Paul, S., 2019, Early Detection of Neurological Disorders Using Machine Learning Systems. IGI Global, p. 128-151Research output: Chapter in Book/Conference paper › Chapter › peer-review
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Using deep learning to localize gravitational wave sources
Chatterjee, C., Wen, L., Vinsen, K., Kovalam Lakshmi Narasimha, M. & Datta, A., 26 Nov 2019, In: Physical Review D - Particles, Fields, Gravitation and Cosmology. 100, 10, 17 p., 103025.Research output: Contribution to journal › Article › peer-review
24 Citations (Scopus) -
2018
A Faster Algorithm for Maximum Induced Matchings on Circle Graphs
Ward-Graham, M. H., Gozzard, A., Wise, M. J. & Datta, A., Aug 2018, In: Journal of Graph Algorithms and Applications. 22, 2, p. 389-396 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
An in silico method to study structure, function, and regulatory role alteration mediated by single-nucleotide polymorphisms in gallbladder cancer
Pradhan, A., Bose, R., Ghosh, S. & Datta, A., 1 Jul 2018, In: Journal of Natural Science, Biology and Medicine. 9, 2, p. 137-149 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Converting a network into a small-world network: Fast algorithms for minimizing average path length through link addition
Datta, A., Gozzard, A. M. & Ward-Graham, M. H., Jan 2018, In: Information Sciences. 422, p. 282-289 8 p.Research output: Contribution to journal › Article › peer-review
20 Citations (Scopus) -
Deep Learning and its Importance for Early Signature of Neuronal Disorders
Paul, S., Verma, J., Datta, A., Shaw, R. & Saikia, A., Dec 2018, Proceedings of the 2018 4th International Conference on Computing Communication and Automation (ICCCA). India: IEEE, Institute of Electrical and Electronics Engineers, 5 p. 8777527. (2018 4th International Conference on Computing Communication and Automation, ICCCA 2018).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
13 Citations (Scopus)