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ORCIDNazmul H. Siddique
Mia Nazmul Haque Siddique
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- affiliation: University of Ulster, School of Computing and Intelligent Systems
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Books and Theses
- 2014
[b1]Nazmul H. Siddique:
Intelligent Control - A Hybrid Approach Based on Fuzzy Logic, Neural Networks and Genetic Algorithms. Studies in Computational Intelligence 517, Springer 2014, ISBN 978-3-319-02134-8, pp. 1-280
Journal Articles
- 2025
- [j58]Md Najib Hasan
, Md Ehashan Rabbi Pial, Sunanda Das, Nazmul H. Siddique, Hui Wang:
DIA-VXNET: A framework for automated diabetic eye disease detection using transfer learning with feature fusion network. Biomed. Signal Process. Control. 100: 106907 (2025) - [j57]Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Enamul Hoque, Nazmul H. Siddique:
AuthorNet: Leveraging attention-based early fusion of transformers for low-resource authorship attribution. Expert Syst. Appl. 262: 125643 (2025) - [j56]Md. Mijanur Rahman, Ashik Uzzaman, Fatema Khatun, Md. Aktaruzzaman, Nazmul H. Siddique:
A comparative study of advanced technologies and methods in hand gesture analysis and recognition systems. Expert Syst. Appl. 266: 125929 (2025) - [j55]Zahrul Jannat Peya, Mahfuza Akter Maria, Sk. Imran Hossain, M. A. H. Akhand, Nazmul H. Siddique:
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography. Int. J. Neural Syst. 35(3): 2550011:1-2550011:18 (2025) - [j54]Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Enamul Hoque, Nazmul H. Siddique:
AFuNet: an attention-based fusion network to classify texts in a resource-constrained language. Neural Comput. Appl. 37(9): 6725-6748 (2025) - [j53]John Doherty, Bryan Gardiner, Emmett Kerr, Nazmul H. Siddique:
BiFPN-YOLO: One-stage object detection integrating Bi-Directional Feature Pyramid Networks. Pattern Recognit. 160: 111209 (2025) - 2024
- [j52]Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, M. Ali Akber Dewan:
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identification. Eng. Appl. Artif. Intell. 133: 107987 (2024) - [j51]Avishek Das, Moumita Sen Sarma, Mohammed Moshiul Hoque, Nazmul H. Siddique, M. Ali Akber Dewan:
AVaTER: Fusing Audio, Visual, and Textual Modalities Using Cross-Modal Attention for Emotion Recognition. Sensors 24(18): 5862 (2024) - 2023
- [j50]Avishek Das, Mohammed Moshiul Hoque, Omar Sharif, M. Ali Akber Dewan, Nazmul H. Siddique:
TEmoX: Classification of Textual Emotion Using Ensemble of Transformers. IEEE Access 11: 109803-109818 (2023) - [j49]Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique:
Leveraging the meta-embedding for text classification in a resource-constrained language. Eng. Appl. Artif. Intell. 124: 106586 (2023) - [j48]Sunanda Das, Md. Samir Imtiaz, Nieb Neom, Nazmul H. Siddique, Hui Wang:
A hybrid approach for Bangla sign language recognition using deep transfer learning model with random forest classifier. Expert Syst. Appl. 213(Part): 118914 (2023) - [j47]Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, Iqbal H. Sarker:
CovTiNet: Covid text identification network using attention-based positional embedding feature fusion. Neural Comput. Appl. 35(18): 13503-13527 (2023) - [j46]Paresh Dhakan, Kathryn Kasmarik, Philip J. Vance, Iñaki Rañó, Nazmul H. Siddique:
Concurrent Skill Composition Using Ensemble of Primitive Skills. IEEE Trans. Cogn. Dev. Syst. 15(4): 1879-1890 (2023) - 2022
- [j45]Christopher Millar, Nazmul H. Siddique, Emmett Kerr:
LSTM Network Classification of Dexterous Individual Finger Movements. J. Adv. Comput. Intell. Intell. Informatics 26(2): 113-124 (2022) - [j44]Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Md. Azad Hossain:
Identification of Multilingual Offense and Troll from Social Media Memes Using Weighted Ensemble of Multimodal Features. J. King Saud Univ. Comput. Inf. Sci. 34(9): 6605-6623 (2022) - [j43]M. I. R. Shuvo, M. A. H. Akhand, Nazmul H. Siddique:
Handwritten numeral recognition through superimposition onto printed form. J. King Saud Univ. Comput. Inf. Sci. 34(9): 7751-7764 (2022) - 2021
- [j42]Lamia Alam, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Iñaki Rañó, Iqbal H. Sarker:
Active Vision-Based Attention Monitoring System for Non-Distracted Driving. IEEE Access 9: 28540-28557 (2021) - [j41]Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Md. Nazmul Islam, Iqbal H. Sarker:
Authorship Classification in a Resource Constraint Language Using Convolutional Neural Networks. IEEE Access 9: 100319-100338 (2021) - [j40]Sunanda Das, Awal Ahmed Fime, Nazmul H. Siddique, M. M. A. Hashem:
Estimation of Road Boundary for Intelligent Vehicles Based on DeepLabV3+ Architecture. IEEE Access 9: 121060-121075 (2021) - [j39]Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, Iqbal H. Sarker:
Bengali text document categorization based on very deep convolution neural network. Expert Syst. Appl. 184: 115394 (2021) - [j38]Paresh Dhakan, Kathryn Kasmarik, Iñaki Rañó, Nazmul H. Siddique:
Open-Ended Continuous Learning of Compound Goals. IEEE Trans. Cogn. Dev. Syst. 13(2): 274-285 (2021) - 2020
- [j37]M. A. H. Akhand, Safial Islam Ayon, Shaikh Akib Shahriyar, Nazmul H. Siddique, Hojjat Adeli:
Discrete Spider Monkey Optimization for Travelling Salesman Problem. Appl. Soft Comput. 86 (2020) - [j36]Kazi Md. Rokibul Alam, Nazmul H. Siddique, Hojjat Adeli:
A dynamic ensemble learning algorithm for neural networks. Neural Comput. Appl. 32(12): 8675-8690 (2020) - 2019
- [j35]Sk. Imran Hossain, M. A. H. Akhand, M. I. R. Shuvo, Nazmul H. Siddique, Hojjat Adeli:
Optimization of University Course Scheduling Problem using Particle Swarm Optimization with Selective Search. Expert Syst. Appl. 127: 9-24 (2019) - [j34]Attila Korik, Ronen Sosnik, Nazmul H. Siddique, Damien Coyle:
Decoding Imagined 3D Arm Movement Trajectories From EEG to Control Two Virtual Arms - A Pilot Study. Frontiers Neurorobotics 13: 94 (2019) - 2018
- [j33]Paresh Dhakan, Kathryn E. Merrick, Iñaki Rañó, Nazmul H. Siddique:
Intrinsic Rewards for Maintenance, Approach, Avoidance, and Achievement Goal Types. Frontiers Neurorobotics 12: 63 (2018) - 2017
- [j32]Nazmul H. Siddique, Hojjat Adeli:
Nature-Inspired Chemical Reaction Optimisation Algorithms. Cogn. Comput. 9(4): 411-422 (2017) - [j31]Nazmul H. Siddique, Paresh Dhakan, Iñaki Rañó, Kathryn E. Merrick:
A Review of the Relationship between Novelty, Intrinsic Motivation and Reinforcement Learning. Paladyn J. Behav. Robotics 8(1): 58-69 (2017) - 2016
- [j30]Nazmul H. Siddique, Hojjat Adeli:
Physics-based search and optimization: Inspirations from nature. Expert Syst. J. Knowl. Eng. 33(6): 607-623 (2016) - [j29]Nazmul H. Siddique, Hojjat Adeli:
Simulated Annealing, Its Variants and Engineering Applications. Int. J. Artif. Intell. Tools 25(6): 1630001:1-1630001:24 (2016) - [j28]Nazmul H. Siddique, Hojjat Adeli:
Gravitational Search Algorithm and Its Variants. Int. J. Pattern Recognit. Artif. Intell. 30(8): 1639001:1-1639001:22 (2016) - [j27]Kathryn E. Merrick, Nazmul H. Siddique, Iñaki Rañó:
Experience-Based Generation of Maintenance andAchievement Goals on a Mobile Robot. Paladyn J. Behav. Robotics 7(1) (2016) - 2015
- [j26]Nazmul H. Siddique, Hojjat Adeli:
Nature Inspired Computing: An Overview and Some Future Directions. Cogn. Comput. 7(6): 706-714 (2015) - [j25]Nazmul H. Siddique, Hojjat Adeli:
Hybrid Harmony Search Algorithms. Int. J. Artif. Intell. Tools 24(6): 1530001:1-1530001:16 (2015) - [j24]Nazmul H. Siddique, Hojjat Adeli:
Applications of Harmony Search Algorithms in Engineering. Int. J. Artif. Intell. Tools 24(6): 1530002:1-1530002:15 (2015) - [j23]Nazmul H. Siddique, Hojjat Adeli:
Harmony Search Algorithm and its Variants. Int. J. Pattern Recognit. Artif. Intell. 29(8): 1539001:1-1539001:22 (2015) - 2014
- [j22]Salmiah Ahmad, Nazmul H. Siddique, M. Osman Tokhi:
Modelling and simulation of double-link scenario in a two-wheeled wheelchair. Integr. Comput. Aided Eng. 21(2): 119-132 (2014) - [j21]Nazmul H. Siddique, Hojjat Adeli:
Spiral Dynamics Algorithm. Int. J. Artif. Intell. Tools 23(6) (2014) - [j20]Nazmul H. Siddique, Hojjat Adeli:
Water Drop Algorithms. Int. J. Artif. Intell. Tools 23(6) (2014) - [j19]Akira Ikuta, Nazmul H. Siddique:
A cancellation method of additive external noise and state dependent noise in sound environment systems. Int. J. Appl. Pattern Recognit. 1(3): 224-241 (2014) - [j18]Nazmul H. Siddique, Bernard Widrow, Liam P. Maguire:
Introduction. Int. J. Neural Syst. 24(5) (2014) - [j17]Syed Faraz Hasan, Nazmul H. Siddique, Shyam S. Chakraborty:
Stochastic Analysis of Variation in Disruption with Changing Traffic Patterns in IEEE 802.11-Based Networks. J. Inf. Sci. Eng. 30(4): 1261-1273 (2014) - 2013
- [j16]Eric Nichols, Liam McDaid, Nazmul H. Siddique:
Biologically Inspired SNN for Robot Control. IEEE Trans. Cybern. 43(1): 115-128 (2013) - [j15]Syed Faraz Hasan, Nazmul H. Siddique, Shyam S. Chakraborty, Xuemei Ding, Wei Gao:
Scanning and Address Allocation Delays in Vehicular Communications. Wirel. Pers. Commun. 68(4): 1415-1433 (2013) - [j14]Syed Faraz Hasan, Nazmul H. Siddique, Shyam S. Chakraborty:
Developments and Constraints in 802.11-Based Roadside-to-Vehicle Communications. Wirel. Pers. Commun. 69(4): 1261-1287 (2013) - 2012
- [j13]Salmiah Ahmad, Nazmul H. Siddique, M. Osman Tokhi:
Evolutionary Tuning of Modular Fuzzy Controller for Two-wheeled Wheelchair. Int. J. Comput. Intell. Appl. 11(2) (2012) - [j12]Mia Nazmul Haque Siddique, Bernard Widrow, Filip Ponulak, L. J. McDaid:
Introduction. Int. J. Neural Syst. 22(4) (2012) - [j11]Md. Ahsan Habib, Mohammad S. Alam, Nazmul H. Siddique:
Optimizing coverage performance of multiple random path-planning robots. Paladyn J. Behav. Robotics 3(1): 11-22 (2012) - [j10]Syed Faraz Hasan, Nazmul H. Siddique, Shyam S. Chakraborty:
Extended MULE Concept for Traffic Congestion Monitoring. Wirel. Pers. Commun. 63(1): 65-82 (2012) - 2011
- [j9]Kazi Shah Nawaz Ripon, Nazmul H. Siddique, Jim Tørresen:
Improved precedence preservation crossover for multi-objective job shop scheduling problem. Evol. Syst. 2(2): 119-129 (2011) - [j8]Salmiah Ahmad, Nazmul H. Siddique, Mohammad Osman Tokhi:
A Modular Fuzzy Control Approach for Two-Wheeled Wheelchair. J. Intell. Robotic Syst. 64(3-4): 401-426 (2011) - [j7]Mia Nazmul Haque Siddique, Richard J. Mitchell, Michael J. O'Grady, Hamid Jahankhani:
Cybernetic approaches to robotics. Paladyn J. Behav. Robotics 2(3): 109-110 (2011) - [j6]Syed Faraz Hasan, Xuemei Ding, Nazmul H. Siddique, Shyam S. Chakraborty:
Measuring Disruption in Vehicular Communications. IEEE Trans. Veh. Technol. 60(1): 148-159 (2011) - 2010
- [j5]Syed Faraz Hasan, Nazmul H. Siddique, Shyam S. Chakraborty:
On the Effectiveness of WISPr in Roadside-to-Vehicle Communications. IEEE Commun. Lett. 14(9): 818-820 (2010) - [j4]Eric Nichols, L. J. McDaid, Mia Nazmul Haque Siddique:
Case Study on a Self-Organizing Spiking Neural Network for Robot Navigation. Int. J. Neural Syst. 20(6): 501-508 (2010) - 2007
- [j3]Mia Nazmul Haque Siddique, Bala P. Amavasai, Akira Ikuta:
Editorial: Hybrid Techniques in AI. Artif. Intell. Rev. 27(2-3): 77-78 (2007) - [j2]Nazmul H. Siddique, Bala P. Amavasai:
Bio-inspired behaviour-based control. Artif. Intell. Rev. 27(2-3): 131-147 (2007) - 2006
- [j1]Mia Nazmul Haque Siddique, M. Osman Tokhi:
GA-based Neural Fuzzy Control of Flexible-link Manipulators. Eng. Lett. 13(2): 148-157 (2006)
Conference and Workshop Papers
- 2024
- [c31]John Doherty, Bryan Gardiner, Nazmul H. Siddique, Emmett Kerr:
A Novel Visuo-Tactile Object Recognition Pipeline using Transformers with Feature Level Fusion. IJCNN 2024: 1-8 - [c30]Kevin McCready, Sonya Coleman, Dermot Kerr, Nazmul H. Siddique, Emmett Kerr, Yiannis Aloimonos, Cornelia Fermüller:
Fingerspelling Classification for Robot Control. INDIN 2024: 1-6 - [c29]Yasir Ijaz, Sonya Coleman, Dermot Kerr, Nazmul H. Siddique, Cormac McAteer, Khoi Nguyen:
Automated Industrial Load Station Inspection. IST 2024: 1-6 - 2023
- [c28]James Gillespie, Iñaki Rañó, José Santos, Nazmul H. Siddique:
Reinforcement Learning for Bio-Inspired Stochastic Robot Control. AICS 2023: 1-8 - [c27]John Doherty, Bryan Gardiner, Emmett Kerr, Nazmul H. Siddique:
Fast and Accurate Tactile Object Recognition Using a Random Convolutional Kernel Transform. ICAR 2023: 599-604 - 2022
- [c26]John Doherty, Bryan Gardiner, Emmett Kerr, Nazmul H. Siddique, Sunilkumar S. Manvi:
Comparative Study of Activation Functions and Their Impact on the YOLOv5 Object Detection Model. ICPRAI (2) 2022: 40-52 - [c25]Zahrul Jannat Peya, Bipasha Zaman, M. A. H. Akhand, Nazmul H. Siddique:
Autism Spectrum Disorder Detection from EEG Through Hjorth Parameters and Classification Using Neural Network. MIET (2) 2022: 31-40 - [c24]Rabindra Nath Nandi, Aminul Haque Palash, Nazmul H. Siddique, Mohammed Golam Zilani:
Device-Friendly Guava Fruit and Leaf Disease Detection Using Deep Learning. MIET (1) 2022: 49-59 - [c23]Md. Tasnin Tanvir, Asfia Moon Oishy, M. A. H. Akhand, Nazmul H. Siddique:
Bidirectional Long-Short Term Memory with Byte Pair Encoding and Back Translation for Bangla-English Machine Translation. MIET (1) 2022: 483-495 - 2021
- [c22]Kunal Soni, Syed Faraz Hasan, Mohammad Hossain Dehghan Shoar, Nazmul H. Siddique:
Detecting Similar and Dissimilar Movement Patterns using Indoor Passive Localization. ISWCS 2021: 1-5 - 2020
- [c21]Christopher Millar, Nazmul H. Siddique, Emmett Kerr:
LSTM Classification of sEMG Signals For Individual Finger Movements Using Low Cost Wearable Sensor. CcS 2020: 1-8 - 2019
- [c20]Kazi Shah Nawaz Ripon, Lasker Ershad Ali, Nazmul H. Siddique, Jinwen Ma:
Convolutional Neural Network based Eye Recognition from Distantly Acquired Face Images for Human Identification. IJCNN 2019: 1-8 - [c19]Ryan Melaugh, Nazmul H. Siddique, Sonya Coleman, Pratheepan Yogarajah:
Facial Expression Recognition on partial facial sections. ISPA 2019: 193-197 - [c18]M. I. R. Shuvo, M. A. H. Akhand, Nazmul H. Siddique:
Handwritten Numeral Superposition to Printed Form Using Convolutional Auto-Encoder and Recognition Using Convolutional Neural Network. IJCCI 2019: 179-190 - [c17]M. A. H. Akhand, Md. Ijaj Sayim, Shuvendu Roy, Nazmul H. Siddique:
Human Age Prediction from Facial Image Using Transfer Learning in Deep Convolutional Neural Networks. IJCCI 2019: 217-229 - [c16]James Gillespie, Iñaki Rañó, Nazmul H. Siddique, José Santos, Mehdi Khamassi:
Using Reinforcement Learning to Attenuate for Stochasticity in Robot Navigation Controllers. SSCI 2019: 705-713 - 2018
- [c15]Paresh Dhakan, Kathryn Elizabeth Merrick, Iñaki Rañó, Mia Nazmul Haque Siddique:
Modular Continuous Learning Framework. ICDL-EPIROB 2018: 107-112 - 2017
- [c14]Alain Desire Bigirimana, Nazmul H. Siddique, Damien Coyle:
Brain-Computer Interfacing with Emotion-Inducing imagery: a Pilot Study. GBCIC 2017 - [c13]James Gillespie, Iñaki Rañó, Nazmul H. Siddique, José Santos, Mehdi Khamassi:
Reinforcement Learning for Bio-Inspired Target Seeking. TAROS 2017: 637-650 - 2016
- [c12]Alain Desire Bigirimana, Nazmul H. Siddique, Damien Coyle:
A hybrid ICA-wavelet transform for automated artefact removal in EEG-based emotion recognition. SMC 2016: 4429-4434 - [c11]Attila Korik, Ronen Sosnik, Nazmul H. Siddique, Damien Coyle:
Imagined 3D hand movement trajectory decoding from sensorimotor EEG rhythms. SMC 2016: 4591-4596 - 2015
- [c10]Attila Korik, Nazmul H. Siddique, Ronen Sosnik, Damien Coyle:
E3D hand movement velocity reconstruction using power spectral density of EEG signals and neural network. EMBC 2015: 8103-8106 - 2010
- [c9]Syed Faraz Hasan, Nazmul H. Siddique, Shyam S. Chakraborty:
On evaluating the latency in handing over to EAP-enabled WLAN APs from outdoors. CSNDSP 2010: 278-282 - [c8]Syed Faraz Hasan, Nazmul H. Siddique, Shyam S. Chakraborty, Swades De:
HMM-based modelling of roadside-to-vehicle WLAN communications. CSNDSP 2010: 427-431 - 2009
- [c7]Kazi Shah Nawaz Ripon, Mia Nazmul Haque Siddique:
Evolutionary multi-objective clustering for overlapping clusters detection. IEEE Congress on Evolutionary Computation 2009: 976-982 - [c6]Laxmidhar Behera, P. Prem Kumar, Nazmul H. Siddique, Girijesh Prasad:
A T-S Fuzzy based Adaptive Critic for Continuous-time Input Affine Nonlinear Systems. SMC 2009: 4329-4334 - 2005
- [c5]K. M. Ward, Mia Nazmul Haque Siddique, Liam P. Maguire, T. Martin McGinnity:
A symbiosis algorithm for robotic control. Congress on Evolutionary Computation 2005: 1988-1995 - [c4]Mia Nazmul Haque Siddique, M. Alamgir Hossain, Mohammad Osman Tokhi:
BNN-based Fuzzy Logic Controller for Flexible-link Manipulator. CLAWAR 2005: 575-582 - [c3]M. Alamgir Hossain, Mia Nazmul Haque Siddique, Mohammad Osman Tokhi, Mohammad S. Alam:
Design Constraints in Implementing Real-time Algorithms for a Flexible Manipulator System. CLAWAR 2005: 583-590 - 2004
- [c2]Karol Warne, Girijesh Prasad, Mia Nazmul Haque Siddique, Liam P. Maguire:
Development of a hybrid PCA-ANFIS measurement system for monitoring product quality in the coating industry. SMC (4) 2004: 3519-3524 - 2003
- [c1]Karol Warne, Girijesh Prasad, Nazmul H. Siddique, Liam P. Maguire:
A novel intelligent approach to anchorage measurement using electron microscopy. SMC 2003: 3810-3815
Parts in Books or Collections
- 2013
- [p1]Ulrich Nehmzow, Yiannis Gatsoulis, Emmett Kerr, Joan Condell, Nazmul H. Siddique, T. Martin McGinnity:
Novelty Detection as an Intrinsic Motivation for Cumulative Learning Robots. Intrinsically Motivated Learning in Natural and Artificial Systems 2013: 185-207
Informal and Other Publications
- 2022
- [i1]Rabindra Nath Nandi, Aminul Haque Palash, Nazmul H. Siddique, Mohammed Golam Zilani:
Device-friendly Guava fruit and leaf disease detection using deep learning. CoRR abs/2209.12557 (2022)
Coauthor Index
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