Amitava Datta

Search results

• 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 Access

  • Loss Function 100%
  • Generative Adversarial Networks 100%
  • Training Image 28%
  • Effective Training 20%
  • Phase Composition 20%
  1 Citation (Scopus)

• 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

  • Network Traffic 100%
  • fault-tolerance 100%
  • Microservice 100%
  • Microservice Architecture 100%
  • Scheduling Strategy 100%

• 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

  • Textual Data 100%
  • Word Embedding 100%
  • Microblogging 100%
  • Misinformation 12%
  • Embedding Method 12%
• 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 Access

  • Deep Learning Model 100%
  • Monitoring System 100%
  • Coder 75%
  • Deep Learning Method 25%
  • Performance Analysis 25%
  5 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 Access

  • Long Short-Term Memory Network 100%
  • Automatic Detection 100%
  • Electroencephalogram 100%
  • Machine Learning Algorithm 33%
  • Deep Learning Model 33%
  6 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 Access

  • Bidirectional Encoder Representations From Transformers 100%
  • Twitter 11%
  • Neural Network 11%
  • Processing Speed 11%
  • Feature Extraction 11%
  8 Citations (Scopus)

• 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

  • Network Traffic 100%
  • Scheduling Algorithm 100%
  • Resource Sharing 100%
  • Load Balancing 100%
  • Resource Contention 50%

• 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

  • Short-Term Memory 100%
  • Electroencephalogram 100%
  • Neural Network 100%
  • Seizure Types 100%
  • Cross-Validation 100%
  13 Citations (Scopus)
• 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 Access

  • Agent Based Model 100%
  • New York 100%
  • Virtual Community 100%
  • Infection 100%
  • Timeframe 50%
  7 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

  • Time Series 100%
  • Data Acquisition 100%
  • Solar System 100%
  • Periodic Variation 100%
  • Australia 100%
  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 Access

  • Secondary Structure Prediction 100%
  • Deep Learning Method 100%
  • Neural Network 100%
  • Learning Model 100%
  • Cross-Validation 100%
  26 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

  • Data Acquisition System 100%
  • Data Acquisition 100%
  • Research Purpose 50%
  • Random Decision Forest 50%
  • Harsh Environment 50%
  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

  • Clinical Decision Support System 100%
  • Clinical Decision 100%
  • Alzheimer's Disease 100%
  • Magnetic Resonance Imaging 50%
  • Deep Learning Method 40%
  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 Access

  • Swiss Webster Mouse 100%
  • Squamous Cell Carcinoma 100%
  • Black Tea Extract 100%
  • Histone 27%
  • Theaflavin 18%
  4 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

  • MicroRNA 100%
  • Messenger RNA 100%
  • Protozoa 100%
  • Maturation 100%
  • Helminth 100%

• 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 Access
  12 Citations (Scopus)
• 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 Access

  • Decision Trees 100%
  • Gradient Boosting 100%
  • Automatic Detection 100%
  • Feature Extraction 100%
  • Classification Framework 66%
  60 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

  • Short-Term Memory 100%
  • Obstructive Sleep Apnea 100%
  • Electrocardiography 100%
  • Lstm 100%
  • Short Term Memory 100%
  35 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 Access

  File

  • Galaxy Masses 100%
  • Globular Cluster 100%
  • Convolutional Neural Network 100%
  • Deep Learning Method 100%
  • Elliptical Galaxy 20%
  30 Downloads (Pure)
• 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 Access

  • Distribution Network 100%
  • Sensor Placement 100%
  • Water Distribution 100%
  • Sensor Failure 33%
  • Directed Acyclic Graph 33%
  5 Citations (Scopus)

• 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

  • Timescale 100%
  • Dominates 100%
  • Dynamic Mode Decomposition 100%
  • Approximates 100%
  • Ergodic System 100%

• 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 Access
  1 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

  • Social Network 100%
  • Large Data Set 50%
  • Community Detection 50%
  • Hit Rate 50%
  • Detection Algorithm 50%
  14 Citations (Scopus)
• 2019

  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

  • High Dimensional Data 100%
  • Dimensional Data 100%
  • Detection Algorithm 50%
  • Outlier Detection 50%
  • Data Point 50%
  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 Access

  • Nonlinear Model 100%
  • Free Energy Change 100%
  • Secondary Structure 100%
  • Protein Secondary Structure 100%
  • Free Energy 100%
  4 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 Access

  • Parallelism 100%
  • Many-Core 100%
  • Multicore 100%
  • Clustering Algorithm 100%
  • Graphics Processing Unit 100%
  3 Citations (Scopus)

• 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

  • Gravitational Wave Sources 100%
  • Gravitational Wave 100%
  • Deep Learning Method 100%
  • Parameter Estimation 33%
  • Artificial Neural Network 33%
  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

  • Circle Graph 100%
  • Fast Algorithm 100%
  • Computational Cost 12%
  • Bipartite Graph 12%
  • Graph Algorithm 12%

• 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

  • Single-Nucleotide Polymorphism 100%
  • Missense 7%
  • Coding Region 7%
  • Protein Stability 7%
  • Survival Rate 7%

• 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

  • Small-World Network 100%
  • Average Path Length 100%
  • Fast Algorithm 100%
  • Simple Implementation 20%
  • Efficient Algorithm 20%
  20 Citations (Scopus)

• Influence Propagation Model for Clique-Based Community Detection in Social Networks

  Alduaiji, N., Datta, A. & Li, J., Jun 2018, In: IEEE Transactions on Computational Social Systems. 5, 2, p. 563-575 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Community Detection 100%
  • Propagation Model 100%
  • Social Network 100%
  • Data Analytics 66%
  • Applicability 50%
  41 Citations (Scopus)

• Stable target opinion through power-law bias in information exchange

  Datta, A., 24 Apr 2018, In: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 97, 4, 10 p., 042315.

  Research output: Contribution to journal › Article › peer-review

  • Power Law 100%
  • Nearest Neighbour 33%
  • Binary Decision 33%
  • Connected Network 33%
  • Square Lattice 33%
  1 Citation (Scopus)
• 2017

  Advanced multi-loop algorithms for RNA secondary structure prediction reveal that the simplest model is best

  Ward, M., Datta, A., Wise, M. & Matthews, D., 21 Aug 2017, In: Nucleic Acids Research. 45, 14, p. 8541-8550 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Secondary Structure 100%
  • Loop Algorithm 100%
  • Polymer Physics 100%
  • Tractable Algorithm 33%
  17 Citations (Scopus)

• A Maximum Weight Clique Algorithm For Dense Circle Graphs With Many Shared Endpoints

  Ward-Graham, M. H., Gozzard, A. M. & Datta, A., 2017, In: Journal of Graph Algorithms and Applications. 21, 4, p. 547-554 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Clique 100%
  • Circle Graph 100%
  • Graph Algorithm 20%
  • Polynomial Time 20%

• Asymptotic properties of restricted naming games

  Bhattacherjee, B., Datta, A. & Manna, S. S., 15 Jul 2017, In: Physica A: Statistical Mechanics and its Applications. 478, p. 177-187 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Numerical Study 100%
  • Power Law Exponent 100%
  • Limited Number 100%
  • Convergence Time 100%
  • Asymptotic Property 100%

• Construction of polynomial-size optical priority queues using linear switches and fiber delay lines

  Datta, A., 1 Apr 2017, In: IEEE/ACM Transactions on Networking. 25, 2, p. 974-987 14 p., 7590043.

  Research output: Contribution to journal › Article › peer-review

  • Input/Output 100%
  • Priority Packet 100%
  • Packet Network 100%
  9 Citations (Scopus)

• Double transition in a model of oscillating percolation

  Kundu, S., Datta, A. & Manna, S., 18 Sept 2017, In: Physical Review E. 96, 3, 7 p., 032126.

  Research output: Contribution to journal › Article › peer-review

  • Lattices 100%
  • Transition Point 100%
  • Percolation 100%
  • Phase Shift 66%
  • Phase Angle 50%
  1 Citation (Scopus)

• Early time evolution of a localized nonlinear excitation in the β-FPUT chain

  Kashyap, R., Westley, A., Datta, A. & Sen, S., 20 Apr 2017, In: International Journal of Modern Physics B. 31, 10, 1742014.

  Research output: Contribution to journal › Article › peer-review

  • Time Evolution 100%
  • Energy Harvesting 100%
  • Earliest Time 100%
  • Solitary Wave 100%
  • Phonon 50%
  7 Citations (Web of Science)
• 2016

  An interaction-based approach to detecting highly interactive Twitter communities using tweeting links

  Lim, K. H. H. & Datta, A., 18 Feb 2016, In: Web Intelligence. 14, 1, p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

  • User Interaction 100%
  • Common Interest 100%
  • Online Communities 100%
  • Targeted Advertising 100%
  • Community Detection 100%
  20 Citations (Scopus)

• Patient monitoring with Google Glass: A pilot study of a novel monitoring technology

  Drake - Brockman, T., Datta, A. & Von Ungern-Sternberg, B. S., 1 May 2016, In: Paediatric Anaesthesia. 26, 5, p. 539-546 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Anesthesiologist 100%
  • Patient Monitoring 100%
  • Pediatric Anesthesia 33%
  • Medicine 16%
  24 Citations (Scopus)
• 2015

  A novel algorithm for fast and scalable subspace clustering of high-dimensional data

  Kaur, A. & Datta, A., 2015, In: Journal of Big Data. 2, 17, p. 1-24

  Research output: Contribution to journal › Article › peer-review

  Open Access
  35 Citations (Scopus)
• 2014

  The Design and Implementation of an Educational Multimedia Mathematics Software: Using ADDIE to Guide Instructional System Design

  Moradmand, N., Datta, A. & Oakley, G., 2014, In: The Journal of Applied Instructional Design. 4, 1, p. 37-49

  Research output: Contribution to journal › Article › peer-review
• 2013

  A computer-assisted framework based on a cognitivist learning theory for teaching mathematics in the early primary years

  Moradmand, N., Datta, A. & Oakley, G., 2013, In: Australian Educational Computing. 27, 2, p. 39-45

  Research output: Contribution to journal › Article › peer-review

  • Teaching Mathematics 100%
  • Learning Theory 100%
  • Information Technology 100%
  • Need Development 50%
  • Hypermedia 50%
  2 Citations (Scopus)

• A novel bipartite graph approach for selection and prioritisation of test cases

  Garg, D., Datta, A. & French, T., 2013, In: ACM SIGSOFT Software Engineering Notes. 38, 6, p. 1-6

  Research output: Contribution to journal › Article
• 2012

  New Test Case Prioritization Strategies for Regression Testing of Web Applications

  Garg, D., Datta, A. & French, T., 2012, In: International Journal Of Systems Assurance Engineering And Management. 3, 4, p. 300-309

  Research output: Contribution to journal › Article › peer-review

• Predicting pseudoknotted structures across two RNA sequences

  Sperschneider, J., Datta, A. & Wise, M., 2012, In: Bioinformatics. 28, 23, p. 3058-3065

  Research output: Contribution to journal › Article › peer-review

  Open Access
  7 Citations (Scopus)
• 2011

  Heuristic RNA pseudoknot prediction including intramolecular kissing hairpins

  Sperschneider, J., Datta, A. & Wise, M., 2011, In: RNA. 17, 1, p. 27-38

  Research output: Contribution to journal › Article › peer-review
  38 Citations (Scopus)
• 2010

  Application of Graphics Processing Units to Search Pipelines for Gravitational waves from Coalescing Binaries of Compact Objects

  Chung, S. K., Wen, L., Blair, D., Cannon, K. & Datta, A., 2010, In: Classical and Quantum Gravity. 27, 13, p. Article number 135009, 13pp

  Research output: Contribution to journal › Article › peer-review
  13 Citations (Scopus)

• A three-Tiered Node Scheduling Scheme for Sparse Sensing in Wireless Sensor Networks

  Pazand, B. & Datta, A., 2010, In: Computer Communications. 33, p. 350-364

  Research output: Contribution to journal › Article › peer-review
  2 Citations (Scopus)

• Dot knot: Pseudoknot prediction using the probability dot plot under a refined energy model

  Sperschneider, J. & Datta, A., 2010, In: Nucleic Acids Research. 38, 7, p. e103

  Research output: Contribution to journal › Article › peer-review

  Open Access
  82 Citations (Scopus)