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Arnab Barua
Observed names:
Arnab, Barua,
Barua, Arnab
Institutions:
Mälardalen University,
University of Chittagong,
University of Science and Technology Chittagong
Observed institutions:
Memorial University of Newfoundland,
Xidian University,
International Islamic University Chittagong,
University of Cyprus,
KIOS Research and Innovation Center of Excellence,
Mälardalen University,
University of Chittagong,
University of Science and Technology Chittagong
show all 8
ORCID:
0000-0002-9698-8142
Observed ORCIDs:
0000-0002-9698-8142,
0009-0002-1400-0477
OpenAlex ID:
A5018677964
A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions
2023
·
Arnab Barua
, Mobyen Uddin Ahmed
, et al.
·
IEEE Access
·
123
PDF
GPS Location Spoofing Attack Detection for Enhancing the Security of Autonomous Vehicles
2021
·
Mohsin Kamal
, Arnab Barua
, et al.
·
IEEE Vehicular Technology Conference
·
42
Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving
2023
·
Andrea Giorgi
, Vincenzo Ronca
, et al.
·
Frontiers in Neurorobotics
·
40
PDF
Cognitive Intelligence for Monitoring Fractured Post-Surgery Ankle Activity Using Channel Information
2020
·
Arnab Barua
, Zhi-Ya Zhang
, et al.
·
IEEE Access
·
29
PDF
Machine learning based microfluidic sensing device for viscosity measurements
2023
·
Adil Mustafa
, Daniyal Haider
, et al.
·
Sensors & Diagnostics
·
27
PDF
Edge Computing-Based Localization Technique to Detecting Behavior of Dementia
2020
·
Arnab Barua
, Chunxi Dong
, et al.
·
IEEE Access
·
18
Deep Learning Techniques in Estimating Ankle Joint Power Using Wearable IMUs
2021
·
Arnab Barua
, Umme Zakia
, et al.
·
IEEE Access
·
17
PDF
A Statistical and Deep Learning Approach for Human Activity Recognition
2019
·
Abdul Kadar Muhammad Masum
, Mohammad Emdad Hossain
, et al.
·
International Conference on Trends in Electronics and Informatics (ICOEI)
·
16
Human Activity Recognition Using Multiple Smartphone Sensors
2018
·
Abdul Kadar Muhammad Masum
, Arnab Barua
, et al.
·
International Conference on Innovations in Science, Engineering and Technology (ICISET)
·
15
A deep learning approach for detecting tic disorder using wireless channel information
2020
·
Arnab Barua
, Chunxi Dong
, et al.
·
Transactions on Emerging Telecommunications Technologies
·
14
The effectiveness of simple heuristic features in sensor orientation and placement problems in human activity recognition using a single smartphone accelerometer
2024
·
Arnab Barua
, Xianta Jiang
, et al.
·
BioMedical Engineering OnLine
·
11
PDF
LSTM Based Approach for Diabetic Symptomatic Activity Recognition Using Smartphone Sensors
2019
·
Erfanul Hoque Bahadur
, Abdul Kadar Muhammad Masum
, et al.
·
International Conference on Computer and Information Technology (ICCIT)
·
10
Exploring Orientation Invariant Heuristic Features with Variant Window Length of 1D-CNN-LSTM in Human Activity Recognition
2022
·
Arnab Barua
, Daniel Fuller
, et al.
·
Biosensors
·
9
PDF
Active Sense: Early Staging of Non-Insulin Dependent Diabetes Mellitus (NIDDM) Hinges upon Recognizing Daily Activity Pattern
2021
·
Erfanul Hoque Bahadur
, Abdul Kadar Muhammad Masum
, et al.
·
Electronics
·
8
PDF
Gait signals classification and comparison
2019
·
Arnab Barua
, Xiaodong Yang
, et al.
·
International Journal of Numerical Modelling Electronic Networks Devices and Fields
·
8
Building Effective Machine Learning Models for Ankle Joint Power Estimation During Walking Using FMG Sensors
2022
·
Oliver Heeb
, Arnab Barua
, et al.
·
Frontiers in Neurorobotics
·
6
PDF
Unsupervised, Semi-Supervised Interactive Force Estimations During pHRI via Generated Synthetic Force Myography Signals
2022
·
Umme Zakia
, Arnab Barua
, et al.
·
IEEE Access
·
5
PDF
Precision Classification of Potato Diseases Using Transformer-Enhanced CNNs
2025
·
Steve Austin
, Arnab Barua
, et al.
·
IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
·
4
Predictive Modelling for Multi-Location Deep Learning based Load Forecasting: An Integrated Approach
2024
·
Sarowar Morshed Shawon
, Shah Nawaz Haider
, et al.
·
International Conference on Electrical and Computer Engineering (ICECE)
·
4
Fed-XGBoost-LGBM: Privacy-Preserving Multi-Crop Recommendation Using Federated XGBoost-LGBM Ensemble on Imbalanced Soil Data
2025
·
Sarowar Morshed Shawon
, Md Shoaibur Rahman
, et al.
·
IEEE International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN)
·
3
Advanced Hybrid Reasoning and Transfer Learning on Multimodal Data with Transformers
2025
·
Arnab Barua
, Mobyen Uddin Ahmed
, et al.
·
SN Computer Science
·
3
Super Hybrid Deep Learning Framework: Transformer-LSTM-CNN-DNN for Accurate Load Forecasting
2024
·
Arnab Barua
, Shah Nawaz Haider
, et al.
·
International Conference on Computer and Information Technology (ICCIT)
·
3
Integration of Explainable Artificial Intelligence and Multimodal Machine Learning for Drivers’ Fitness
2025
·
Mobyen Uddin Ahmed
, Arnab Barua
, et al.
·
International Conference on Advanced Machine Learning and Data Science (AMLDS)
·
2
Second-Order Learning with Grounding Alignment: A Multimodal Reasoning Approach to Handle Unlabelled Data
2024
·
Arnab Barua
, Mobyen Ahmed
, et al.
·
International Conference on Agents and Artificial Intelligence (ICAART)
·
2
Comparing Accelerometer Processing Metrics and Hyperparameter Optimization for Physical Activity Classification Accuracy Using Machine Learning Methods
2024
·
Sumayyah Bamidele Musa
, Arnab Barua
, et al.
·
Journal for the Measurement of Physical Behaviour
·
2
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Works count:
47
Citation count:
426
H-index:
11
I10-index:
12
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