publications | Haider Raza

2024

Machine Learning

Graph Laplacian for Heterogeneous Data Clustering in Sensor-Based Internet of Things

Vishal Krishna Singh, Gaurav Tripathi, Aman Ojha, and 2 more authors

IETE Journal of Research, 2024

@article{singh2024graph,
  title = {Graph Laplacian for Heterogeneous Data Clustering in Sensor-Based Internet of Things},
  author = {Singh, Vishal Krishna and Tripathi, Gaurav and Ojha, Aman and Bhardwaj, Rajat and Raza, Haider},
  journal = {IETE Journal of Research},
  volume = {70},
  number = {3},
  pages = {2615--2627},
  year = {2024},
  publisher = {Taylor \& Francis},
}

Machine Learning

The importance of clinical metadata when triaging patients for face-to-face assessment and possible biopsy in a teledermatology pathway

Shafiqul Islam, Joseph Walls, Per Hall, and 4 more authors

British Journal of Dermatology, 2024

Bib

@article{islam2024p028,
  title = {The importance of clinical metadata when triaging patients for face-to-face assessment and possible biopsy in a teledermatology pathway},
  author = {Islam, Shafiqul and Walls, Joseph and Hall, Per and Raza, Haider and Gan, John and Garcia, Alba and Wishart, Gordon},
  journal = {British Journal of Dermatology},
  volume = {191},
  number = {Supplement\_1},
  pages = {i27--i27},
  year = {2024},
  publisher = {Oxford University Press US},
}

Computer Vision

Enhancing Dental Diagnostics: Advanced Image Segmentation Models for Teeth Identification and Enumeration

Mohsin Ali, Moin Hassan, Esra Konsa, and 3 more authors

In Medical Image Understanding and Analysis (MIUA) 2024, 2024

Bib

@inproceedings{ali2024enhancing,
  title = {Enhancing Dental Diagnostics: Advanced Image Segmentation Models for Teeth Identification and Enumeration},
  author = {Ali, Mohsin and Hassan, Moin and Konsa, Esra and Gan, John Q. and Chaurasia, Akhilanand and Raza, Haider},
  booktitle = {Medical Image Understanding and Analysis (MIUA) 2024},
  pages = {19--32},
  year = {2024},
}

Computer Vision

Enhancing skin lesion classification: A self-attention fusion approach with vision transformer

Rahmat Izwan Heroza, John Q Gan, and Haider Raza

In Annual Conference on Medical Image Understanding and Analysis, 2024

Bib

@inproceedings{heroza2024enhancing,
  title = {Enhancing skin lesion classification: A self-attention fusion approach with vision transformer},
  author = {Heroza, Rahmat Izwan and Gan, John Q and Raza, Haider},
  booktitle = {Annual Conference on Medical Image Understanding and Analysis},
  pages = {309--322},
  year = {2024},
  organization = {Springer Nature Switzerland Cham},
}

Vision

Segmentation of Mental Foramen in Orthopantomographs: A Deep Learning Approach

Haider Raza, Mohsin Ali, Vishal Krishna Singh, and 3 more authors

arXiv preprint arXiv:2408.04763, 2024

Bib

@article{raza2024segmentation,
  title = {Segmentation of Mental Foramen in Orthopantomographs: A Deep Learning Approach},
  author = {Raza, Haider and Ali, Mohsin and Singh, Vishal Krishna and Wahjuningrum, Agustin and Sarig, Rachel and Chaurasia, Akhilanand},
  journal = {arXiv preprint arXiv:2408.04763},
  year = {2024},
}

Machine Learning

Unlocking the Potential of Patient Metadata for Skin Cancer Detection: An AI Framework

Md Shafiqul Islam, Gordon Wishart, Joseph Walls, and 4 more authors

In 2024 IEEE International Conference on Digital Health (ICDH), 2024

Bib

@inproceedings{islam2024unlocking,
  title = {Unlocking the Potential of Patient Metadata for Skin Cancer Detection: An AI Framework},
  author = {Islam, Md Shafiqul and Wishart, Gordon and Walls, Joseph and Hall, Per and Garcia, Alba and Gan, John and Raza, Haider},
  booktitle = {2024 IEEE International Conference on Digital Health (ICDH)},
  pages = {95--103},
  year = {2024},
  organization = {IEEE},
}

Machine Learning

Optimizing Patient Care Pathways: Impact Analysis of an AI-Assisted Smart Referral System for Musculoskeletal Services

Haider Raza, Dheeraj Rathee, Renato Amorim, and 1 more author

In 2024 IEEE International Conference on Digital Health (ICDH), 2024

Bib

@inproceedings{raza2024optimizing,
  title = {Optimizing Patient Care Pathways: Impact Analysis of an AI-Assisted Smart Referral System for Musculoskeletal Services},
  author = {Raza, Haider and Rathee, Dheeraj and Amorim, Renato and Fasli, Maria},
  booktitle = {2024 IEEE International Conference on Digital Health (ICDH)},
  pages = {68--72},
  year = {2024},
  organization = {IEEE},
}

Machine Learning

Leveraging AI and patient metadata to develop a novel risk score for skin cancer detection

Shafiqul Islam, Gordon C Wishart, Joseph Walls, and 4 more authors

Scientific Reports, 2024

Bib PDF

@article{islam2024leveraging,
  title = {Leveraging AI and patient metadata to develop a novel risk score for skin cancer detection},
  author = {Islam, Shafiqul and Wishart, Gordon C and Walls, Joseph and Hall, Per and Seco de Herrera, Alba G and Gan, John Q and Raza, Haider},
  journal = {Scientific Reports},
  volume = {14},
  number = {1},
  pages = {20842},
  year = {2024},
  publisher = {Nature Publishing Group UK London},
}

Vision

Fortifying Deep Neural Networks for Industrial Applications: Feature Map Fusion for Adversarial Defense

Mohsin Ali, Haider Raza, and John Q Gan

In 2024 IEEE 19th Conference on Industrial Electronics and Applications (ICIEA), 2024

Bib

@inproceedings{ali2024fortifying,
  title = {Fortifying Deep Neural Networks for Industrial Applications: Feature Map Fusion for Adversarial Defense},
  author = {Ali, Mohsin and Raza, Haider and Gan, John Q},
  booktitle = {2024 IEEE 19th Conference on Industrial Electronics and Applications (ICIEA)},
  pages = {1--6},
  year = {2024},
  organization = {IEEE},
}

Machine Learning

An Explainable Machine Learning Approach for Age and Gender Estimation in Living Individuals Using Dental Biometrics

Mohsin Ali, Haider Raza, John Q Gan, and 7 more authors

arXiv preprint arXiv:2411.08195, 2024

Bib PDF

@article{ali2024explainable,
  title = {An Explainable Machine Learning Approach for Age and Gender Estimation in Living Individuals Using Dental Biometrics},
  author = {Ali, Mohsin and Raza, Haider and Gan, John Q and Pokhojaev, Ariel and Katz, Matanel and Kosan, Esra and Wahjuningrum, Dian Agustin and Saleh, Omnina and Sarig, Rachel and Chaurasia, Akhilanada},
  journal = {arXiv preprint arXiv:2411.08195},
  year = {2024},
}

Machine Learning

Machine learning techniques to develop a new risk score for urgent referral of all skin cancer subtypes

MS Islam, J Walls, P Hall, and 4 more authors

European Journal of Surgical Oncology, 2024

Bib

@article{islam2024machine,
  title = {Machine learning techniques to develop a new risk score for urgent referral of all skin cancer subtypes},
  author = {Islam, MS and Walls, J and Hall, P and Raza, H and Gan, J and Garcia, A and Wishart, G},
  journal = {European Journal of Surgical Oncology},
  volume = {50},
  year = {2024},
  publisher = {Elsevier},
}

2023

NLP

CLEFT: contextualised unified learning of user engagement in video lectures with feedback

Sujit Roy, Vishal Gaur, Haider Raza, and 1 more author

IEEE Access, 2023

Bib

@article{roy2023cleft,
  title = {CLEFT: contextualised unified learning of user engagement in video lectures with feedback},
  author = {Roy, Sujit and Gaur, Vishal and Raza, Haider and Jameel, Shoaib},
  journal = {IEEE Access},
  volume = {11},
  pages = {17707--17720},
  year = {2023},
  publisher = {IEEE},
}

BCI

Decoding numeracy and literacy in the human brain: insights from MEG and MVPA

Sanjeev Nara, Haider Raza, Manuel Carreiras, and 1 more author

Scientific Reports, 2023

Bib

@article{nara2023decoding,
  title = {Decoding numeracy and literacy in the human brain: insights from MEG and MVPA},
  author = {Nara, Sanjeev and Raza, Haider and Carreiras, Manuel and Molinaro, Nicola},
  journal = {Scientific Reports},
  volume = {13},
  number = {1},
  pages = {10979},
  year = {2023},
  publisher = {Nature Publishing Group UK London},
}

BCI

Deep learning methods for analysis of neural signals: From conventional neural network to graph neural network

Chen Liu, Haider Raza, and Saugat Bhattacharyya

In Advanced Methods in Biomedical Signal Processing and Analysis, 2023

Bib

@incollection{liu2023deep,
  title = {Deep learning methods for analysis of neural signals: From conventional neural network to graph neural network},
  author = {Liu, Chen and Raza, Haider and Bhattacharyya, Saugat},
  booktitle = {Advanced Methods in Biomedical Signal Processing and Analysis},
  pages = {205--242},
  year = {2023},
  publisher = {Elsevier},
}

Machine Learning

Development of explainable AI-based predictive models for bubbling fluidised bed gasification process

Daya Shankar Pandey, Haider Raza, and Saugat Bhattacharyya

Fuel, 2023

Bib

@article{pandey2023development,
  title = {Development of explainable AI-based predictive models for bubbling fluidised bed gasification process},
  author = {Pandey, Daya Shankar and Raza, Haider and Bhattacharyya, Saugat},
  journal = {Fuel},
  volume = {351},
  pages = {128971},
  year = {2023},
  publisher = {Elsevier},
}

Machine Learning

SIA-SMOTE: A SMOTE-Based Oversampling Method with Better Interpolation on High-Dimensional Data by Using a Siamese Network

Rahmat Izwan Heroza, John Q Gan, and Haider Raza

In International Work-Conference on Artificial Neural Networks, 2023

Bib

@inproceedings{heroza2023sia,
  title = {SIA-SMOTE: A SMOTE-Based Oversampling Method with Better Interpolation on High-Dimensional Data by Using a Siamese Network},
  author = {Heroza, Rahmat Izwan and Gan, John Q and Raza, Haider},
  booktitle = {International Work-Conference on Artificial Neural Networks},
  pages = {448--460},
  year = {2023},
  organization = {Springer},
}

BCI

MEGNet: A MEG-Based Deep Learning Model for Cognitive and Motor Imagery Classification

Minerva Sarma, Charles Bond, Sanjeev Nara, and 1 more author

In 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023

Bib

@inproceedings{sarma2023megnet,
  title = {MEGNet: A MEG-Based Deep Learning Model for Cognitive and Motor Imagery Classification},
  author = {Sarma, Minerva and Bond, Charles and Nara, Sanjeev and Raza, Haider},
  booktitle = {2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  pages = {2571--2578},
  year = {2023},
  organization = {IEEE},
}

Computer Vision

An Improved Vision-Transformer Network for Skin Cancer Classification

Gayathri Mol Shajimon, Isreal Ufumaka, and Haider Raza

In 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023

Bib

@inproceedings{shajimon2023improved,
  title = {An Improved Vision-Transformer Network for Skin Cancer Classification},
  author = {Shajimon, Gayathri Mol and Ufumaka, Isreal and Raza, Haider},
  booktitle = {2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  pages = {2213--2216},
  year = {2023},
  organization = {IEEE},
}

Machine Learning

Machine learning and signal processing for neurotechnologies and brain-computer interactions out of the lab

Mahnaz Arvaneh, Toshihisa Tanaka, Haider Raza, and 2 more authors

2023

Bib

@misc{arvaneh2023machine,
  title = {Machine learning and signal processing for neurotechnologies and brain-computer interactions out of the lab},
  author = {Arvaneh, Mahnaz and Tanaka, Toshihisa and Raza, Haider and Nakanishi, Masaki and Ward, Tomas Emmanuel},
  journal = {Frontiers in Neuroergonomics},
  volume = {4},
  pages = {1305482},
  year = {2023},
  publisher = {Frontiers Media SA},
}

2022

Machine Learning

Event classification and intensity discrimination for forest fire inference with IoT

Vishal K Singh, Chhaya Singh, and Haider Raza

IEEE Sensors Journal, 2022

Bib

@article{singh2022event,
  title = {Event classification and intensity discrimination for forest fire inference with IoT},
  author = {Singh, Vishal K and Singh, Chhaya and Raza, Haider},
  journal = {IEEE Sensors Journal},
  volume = {22},
  number = {9},
  pages = {8869--8880},
  year = {2022},
  publisher = {IEEE},
}

2021

BCI

A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface

Dheeraj Rathee, Haider Raza, Sujit Roy, and 1 more author

Scientific Data, 2021

Bib

@article{rathee2021magnetoencephalography,
  title = {A magnetoencephalography dataset for motor and cognitive imagery-based brain-computer interface},
  author = {Rathee, Dheeraj and Raza, Haider and Roy, Sujit and Prasad, Girijesh},
  journal = {Scientific Data},
  volume = {8},
  number = {1},
  pages = {120},
  year = {2021},
  publisher = {Nature Publishing Group UK London},
}

NLP

Emojional: Emoji Embeddings

Elena Barry, Shoaib Jameel, and Haider Raza

In UK Workshop on Computational Intelligence, 2021

Bib

@inproceedings{barry2021emojional,
  title = {Emojional: Emoji Embeddings},
  author = {Barry, Elena and Jameel, Shoaib and Raza, Haider},
  booktitle = {UK Workshop on Computational Intelligence},
  pages = {312--324},
  year = {2021},
  organization = {Springer},
}

BCI

Brain-Computer Interfaces for Perception, Learning, and Motor Control

Saugat Bhattacharyya, Amit Konar, Haider Raza, and 1 more author

2021

Bib

@misc{bhattacharyya2021brain,
  title = {Brain-Computer Interfaces for Perception, Learning, and Motor Control},
  author = {Bhattacharyya, Saugat and Konar, Amit and Raza, Haider and Khasnobish, Anwesha},
  journal = {Frontiers in Neuroscience},
  volume = {15},
  pages = {758104},
  year = {2021},
  publisher = {Frontiers Media SA},
}

2020

BCI

Single-trial EEG classification with EEGNet and neural structured learning for improving BCI performance

Haider Raza, Anirban Chowdhury, Saugat Bhattacharyya, and 1 more author

In 2020 International Joint Conference on Neural Networks (IJCNN), 2020

Bib

@inproceedings{raza2020single,
  title = {Single-trial EEG classification with EEGNet and neural structured learning for improving BCI performance},
  author = {Raza, Haider and Chowdhury, Anirban and Bhattacharyya, Saugat and Samothrakis, Spyros},
  booktitle = {2020 International Joint Conference on Neural Networks (IJCNN)},
  pages = {1--8},
  year = {2020},
  organization = {IEEE},
}

BCI

Deep learning based prediction of EEG motor imagery of stroke patients’ for neuro-rehabilitation application

Haider Raza, Anirban Chowdhury, and Saugat Bhattacharyya

In 2020 International Joint Conference on Neural Networks (IJCNN), 2020

Bib

@inproceedings{raza2020deep,
  title = {Deep learning based prediction of EEG motor imagery of stroke patients’ for neuro-rehabilitation application},
  author = {Raza, Haider and Chowdhury, Anirban and Bhattacharyya, Saugat},
  booktitle = {2020 International Joint Conference on Neural Networks (IJCNN)},
  pages = {1--8},
  year = {2020},
  organization = {IEEE},
}

Machine Learning

A national initiative in data science for health: an evaluation of the UK Farr Institute

Harry Hemingway, Ronan Lyons, Qianrui Li, and 8 more authors

International Journal of Population Data Science, 2020

Bib

@article{hemingway2020national,
  title = {A national initiative in data science for health: an evaluation of the UK Farr Institute},
  author = {Hemingway, Harry and Lyons, Ronan and Li, Qianrui and Buchan, Iain and Ainsworth, John and Pell, Jill and Morris, Andrew and Barnes, Michael R and Bedford, Helen and Bennie, Marion and others},
  journal = {International Journal of Population Data Science},
  volume = {5},
  number = {1},
  year = {2020},
  publisher = {Swansea University},
}

2019

BCI

An EEG-EMG correlation-based brain-computer interface for hand orthosis supported neuro-rehabilitation

Anirban Chowdhury, Haider Raza, Yogesh Kumar Meena, and 2 more authors

Journal of neuroscience methods, 2019

Bib

@article{chowdhury2019eeg,
  title = {An EEG-EMG correlation-based brain-computer interface for hand orthosis supported neuro-rehabilitation},
  author = {Chowdhury, Anirban and Raza, Haider and Meena, Yogesh Kumar and Dutta, Ashish and Prasad, Girijesh},
  journal = {Journal of neuroscience methods},
  volume = {312},
  pages = {1--11},
  year = {2019},
  publisher = {Elsevier},
}

Machine Learning

Predictors of objectively measured physical activity in 12-month-old infants: A study of linked birth cohort data with electronic health records

Haider Raza, Shang-Ming Zhou, Charlotte Todd, and 7 more authors

Pediatric obesity, 2019

Bib

@article{raza2019predictors,
  title = {Predictors of objectively measured physical activity in 12-month-old infants: A study of linked birth cohort data with electronic health records},
  author = {Raza, Haider and Zhou, Shang-Ming and Todd, Charlotte and Christian, Danielle and Marchant, Emily and Morgan, Kelly and Khanom, Ashrafunnesa and Hill, Rebecca and Lyons, Ronan A and Brophy, Sinead},
  journal = {Pediatric obesity},
  volume = {14},
  number = {7},
  pages = {e12512},
  year = {2019},
}

BCI

Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface

Haider Raza, Dheeraj Rathee, Shang-Ming Zhou, and 2 more authors

Neurocomputing, 2019

Bib

@article{raza2019covariate,
  title = {Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface},
  author = {Raza, Haider and Rathee, Dheeraj and Zhou, Shang-Ming and Cecotti, Hubert and Prasad, Girijesh},
  journal = {Neurocomputing},
  volume = {343},
  pages = {154--166},
  year = {2019},
  publisher = {Elsevier},
}

Machine Learning

Link prediction evaluation using palette weisfeiler-lehman graph labelling algorithm

Salam Jayachitra Devi, Buddha Singh, and Haider Raza

International Journal of Knowledge and Systems Science (IJKSS), 2019

Bib

@article{devi2019link,
  title = {Link prediction evaluation using palette weisfeiler-lehman graph labelling algorithm},
  author = {Devi, Salam Jayachitra and Singh, Buddha and Raza, Haider},
  journal = {International Journal of Knowledge and Systems Science (IJKSS)},
  volume = {10},
  number = {1},
  pages = {1--20},
  year = {2019},
  publisher = {IGI Global},
}

BCI

Bagging adversarial neural networks for domain adaptation in non-stationary eeg

Haider Raza, and Spyridon Samothrakis

In 2019 International Joint Conference on Neural Networks (IJCNN), 2019

Bib

@inproceedings{raza2019bagging,
  title = {Bagging adversarial neural networks for domain adaptation in non-stationary eeg},
  author = {Raza, Haider and Samothrakis, Spyridon},
  booktitle = {2019 International Joint Conference on Neural Networks (IJCNN)},
  pages = {1--7},
  year = {2019},
  organization = {IEEE},
}

2018

BCI

Active physical practice followed by mental practice using BCI-driven hand exoskeleton: a pilot trial for clinical effectiveness and usability

Anirban Chowdhury, Yogesh Kumar Meena, Haider Raza, and 7 more authors

IEEE journal of biomedical and health informatics, 2018

Bib

@article{chowdhury2018active,
  title = {Active physical practice followed by mental practice using BCI-driven hand exoskeleton: a pilot trial for clinical effectiveness and usability},
  author = {Chowdhury, Anirban and Meena, Yogesh Kumar and Raza, Haider and Bhushan, Braj and Uttam, Ashwani Kumar and Pandey, Nirmal and Hashmi, Adnan Ariz and Bajpai, Alok and Dutta, Ashish and Prasad, Girijesh},
  journal = {IEEE journal of biomedical and health informatics},
  volume = {22},
  number = {6},
  pages = {1786--1795},
  year = {2018},
  publisher = {IEEE},
}

BCI

Covariate shift detection-based nonstationary adaptation in motor-imagery-based brain–computer interface

Haider Raza, and Dheeraj Rathee

2018

Bib

@article{raza2018covariate,
  title = {Covariate shift detection-based nonstationary adaptation in motor-imagery-based brain--computer interface},
  author = {Raza, Haider and Rathee, Dheeraj},
  year = {2018},
  publisher = {Institution of Engineering and Technology},
}

2017

BCI

Current Source Density Estimation Enhances the Performance of Motor-Imagery related Brain-Computer Interface

Dheeraj Rathee, Haider Raza, Girijesh Prasad, and 1 more author

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2017

Bib

@article{rathee2017current,
  title = {Current Source Density Estimation Enhances the Performance of Motor-Imagery related Brain-Computer Interface},
  author = {Rathee, Dheeraj and Raza, Haider and Prasad, Girijesh and Cecotti, Hubert},
  journal = {IEEE Transactions on Neural Systems and Rehabilitation Engineering},
  volume = {25},
  number = {12},
  pages = {2461--2471},
  year = {2017},
  publisher = {IEEE},
}

Machine Learning

Identification of predictors of objectively measured physical activity in 12-month-old British infants: a machine learning driven study

Haider Raza, Shang-Ming Zhou, Rebecca Hill, and 2 more authors

The Lancet, 2017

Bib

@article{raza2017identification,
  title = {Identification of predictors of objectively measured physical activity in 12-month-old British infants: a machine learning driven study},
  author = {Raza, Haider and Zhou, Shang-Ming and Hill, Rebecca and Lyons, Ronan A and Brophy, Sinead},
  journal = {The Lancet},
  volume = {390},
  pages = {S74},
  year = {2017},
  publisher = {Elsevier},
}

BCI

Combining mental and physical practice using brain computer interface driven hand exoskeleton for personalized post-stroke neuro-rehabilitation

Girijesh Prasad, Anirban Chowdhury, Haider Raza, and 2 more authors

In 8th Annual Translational Medicine (TMED8), 2017

Bib

@inproceedings{prasad2017combining,
  title = {Combining mental and physical practice using brain computer interface driven hand exoskeleton for personalized post-stroke neuro-rehabilitation},
  author = {Prasad, Girijesh and Chowdhury, Anirban and Raza, Haider and Meena, Yogesh Kumar and Dutta, Ashish},
  booktitle = {8th Annual Translational Medicine (TMED8)},
  year = {2017},
}

BCI

EEG-EMG based Hybrid Brain Computer Interface for Triggering Hand Exoskeleton for Neuro-Rehabilitation

Anirban Chowdhury, Haider Raza, Ashish Dutta, and 1 more author

In 3rd International Conference of Robotics Society of India, 2017

Bib

@inproceedings{chowdhury2017eeg,
  title = {EEG-EMG based Hybrid Brain Computer Interface for Triggering Hand Exoskeleton for Neuro-Rehabilitation},
  author = {Chowdhury, Anirban and Raza, Haider and Dutta, Ashish and Prasad, Girijesh},
  booktitle = {3rd International Conference of Robotics Society of India},
  year = {2017},
}

BCI

Online covariate shift detection-based adaptive brain–computer interface to trigger hand exoskeleton feedback for neuro-rehabilitation

Anirban Chowdhury, Haider Raza, Yogesh Kumar Meena, and 2 more authors

IEEE Transactions on Cognitive and Developmental Systems, 2017

Bib

@article{chowdhury2017online,
  title = {Online covariate shift detection-based adaptive brain--computer interface to trigger hand exoskeleton feedback for neuro-rehabilitation},
  author = {Chowdhury, Anirban and Raza, Haider and Meena, Yogesh Kumar and Dutta, Ashish and Prasad, Girijesh},
  journal = {IEEE Transactions on Cognitive and Developmental Systems},
  volume = {10},
  number = {4},
  pages = {1070--1080},
  year = {2017},
  publisher = {IEEE},
}

2016

BCI

Adaptive learning with covariate shift-detection for motor imagery-based brain–computer interface

Haider Raza, Hubert Cecotti, Yuhua Li, and 1 more author

Soft Computing, 2016

Bib

@article{raza2016adaptive,
  title = {Adaptive learning with covariate shift-detection for motor imagery-based brain--computer interface},
  author = {Raza, Haider and Cecotti, Hubert and Li, Yuhua and Prasad, Girijesh},
  journal = {Soft Computing},
  volume = {20},
  pages = {3085--3096},
  year = {2016},
  publisher = {Springer Berlin Heidelberg},
}

BCI

A Combination of Transductive and Inductive Learning for handling Non-Stationarities in Motor Imagery Classification

Haider Raza, Hubert Cecotti, and Girijesh Prasad

In International Joint Conference on Neural Networks, 2016, 2016

Bib

@inproceedings{raza2016combination,
  title = {A Combination of Transductive and Inductive Learning for handling Non-Stationarities in Motor Imagery Classification},
  author = {Raza, Haider and Cecotti, Hubert and Prasad, Girijesh},
  booktitle = {International Joint Conference on Neural Networks, 2016},
  pages = {763--770},
  year = {2016},
  organization = {IEEE},
}

BCI

Adaptive learning for modelling non-stationarity in eeg-based brain-computer interfacing

Haider Raza

Ulster University, 2016

Bib

@phdthesis{raza2016adaptivf,
  title = {Adaptive learning for modelling non-stationarity in eeg-based brain-computer interfacing},
  author = {Raza, Haider},
  year = {2016},
  school = {Ulster University},
}

BCI

Cortico-muscularcoupling and covariate shift adaptation based bci for personalized neurorehabilitation of stroke patients

Anirban Chowdhury, Haider Raza, Ashish Dutta, and 1 more author

In Proc. of BCI Meeting, 2016

Bib

@inproceedings{chowdhury2016cortico,
  title = {Cortico-muscularcoupling and covariate shift adaptation based bci for personalized neurorehabilitation of stroke patients},
  author = {Chowdhury, Anirban and Raza, Haider and Dutta, Ashish and Prasad, Girijesh},
  booktitle = {Proc. of BCI Meeting},
  pages = {136},
  year = {2016},
}

2015

BCI

EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments

Haider Raza, Girijesh Prasad, and Yuhua Li

Pattern Recognition, 2015

Bib

@article{raza2015ewma,
  title = {EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments},
  author = {Raza, Haider and Prasad, Girijesh and Li, Yuhua},
  journal = {Pattern Recognition},
  volume = {48},
  number = {3},
  pages = {659--669},
  year = {2015},
  publisher = {Elsevier},
}

BCI

Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface

Haider Raza, Hubert Cecotti, Yuhua Li, and 1 more author

In 2015 International Joint Conference on Neural Networks (IJCNN), 2015

Bib

@inproceedings{raza2015learning,
  title = {Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface},
  author = {Raza, Haider and Cecotti, Hubert and Li, Yuhua and Prasad, Girijesh},
  booktitle = {2015 International Joint Conference on Neural Networks (IJCNN)},
  pages = {1--8},
  year = {2015},
  organization = {IEEE},
}

BCI

Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces

Haider Raza, Hubert Cecotti, and Girijesh Prasad

In 2015 international joint conference on neural networks (IJCNN), 2015

Bib

@inproceedings{raza2015optimising,
  title = {Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces},
  author = {Raza, Haider and Cecotti, Hubert and Prasad, Girijesh},
  booktitle = {2015 international joint conference on neural networks (IJCNN)},
  pages = {1--7},
  year = {2015},
  organization = {IEEE},
}

BCI

A study on cortico-muscular coupling in finger motions for exoskeleton assisted neuro-rehabilitation

Anirban Chwodhury, Haider Raza, Ashish Dutta, and 3 more authors

In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015

Bib

@inproceedings{chwodhury2015study,
  title = {A study on cortico-muscular coupling in finger motions for exoskeleton assisted neuro-rehabilitation},
  author = {Chwodhury, Anirban and Raza, Haider and Dutta, Ashish and Nishad, Shyam Sunder and Saxena, Anupam and Prasad, Girijesh},
  booktitle = {2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
  pages = {4610--4614},
  year = {2015},
  organization = {IEEE},
}

BCI

Cortico-Muscular-Coupling based Single-Trial Detection in EEG-EMG based BCI for Personalized Neuro-Rehabilitation of Stroke Patients

Anirban Chowdhury, Haider Raza, Ashish Dutta, and 1 more author

In 7th Annual Translational Medicine Conference (TMED7), 2015

Bib

@inproceedings{chowdhury2015cortico,
  title = {Cortico-Muscular-Coupling based Single-Trial Detection in EEG-EMG based BCI for Personalized Neuro-Rehabilitation of Stroke Patients},
  author = {Chowdhury, Anirban and Raza, Haider and Dutta, Ashish and Prasad, Girijesh},
  booktitle = {7th Annual Translational Medicine Conference (TMED7)},
  year = {2015},
  organization = {C-TRIC},
}

2014

BCI

Toward transductive learning classifiers for non-stationary EEG

Haider Raza, Girijesh Prasad, Yuhua Li, and 1 more author

In , 2014

Bib

@inproceedings{raza2014toward,
  title = {Toward transductive learning classifiers for non-stationary EEG},
  author = {Raza, Haider and Prasad, Girijesh and Li, Yuhua and Cecotti, Hubert},
  year = {2014},
  organization = {Institute of Electrical and Electronics Engineers},
}

BCI

Adaptive learning with covariate shift-detection for non-stationary environments

Haider Raza, Girijesh Prasad, and Yuhua Li

In 2014 14th UK Workshop on Computational Intelligence (UKCI), 2014

Bib

@inproceedings{raza2014adaptive,
  title = {Adaptive learning with covariate shift-detection for non-stationary environments},
  author = {Raza, Haider and Prasad, Girijesh and Li, Yuhua},
  booktitle = {2014 14th UK Workshop on Computational Intelligence (UKCI)},
  pages = {1--8},
  year = {2014},
  organization = {IEEE},
}

BCI

Covariate shift-adaptation using a transductive learning model for handling non-stationarity in EEG based brain-computer interfaces

Haider Raza, Girijesh Prasad, Yuhua Li, and 1 more author

In 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2014

Bib

@inproceedings{raza2014covariate,
  title = {Covariate shift-adaptation using a transductive learning model for handling non-stationarity in EEG based brain-computer interfaces},
  author = {Raza, Haider and Prasad, Girijesh and Li, Yuhua and Cecotti, Hubert},
  booktitle = {2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  pages = {230--236},
  year = {2014},
  organization = {IEEE},
}

BCI

Exploring gaze-motor imagery hybrid brain-computer interface design

Darren O’Doherty, Yogesh Kumar Meena, Haider Raza, and 2 more authors

In 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2014

Bib

@inproceedings{o2014exploring,
  title = {Exploring gaze-motor imagery hybrid brain-computer interface design},
  author = {O'Doherty, Darren and Meena, Yogesh Kumar and Raza, Haider and Cecotti, Hubert and Prasad, Girijesh},
  booktitle = {2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  pages = {335--339},
  year = {2014},
  organization = {IEEE},
}

2013

BCI

EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments

Haider Raza, Girijesh Prasad, and Yuhua Li

In 9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, September 30 – October 2, 2013,, 2013

Bib

@inproceedings{raza2013ewma,
  title = {EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments},
  author = {Raza, Haider and Prasad, Girijesh and Li, Yuhua},
  booktitle = {9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, September 30 -- October 2, 2013,},
  pages = {pp--625},
  year = {2013},
  organization = {Springer Berlin Heidelberg},
}

BCI

Dataset shift detection in non-stationary environments using EWMA charts

Haider Raza, Girijesh Prasad, and Yuhua Li

In 2013 IEEE International Conference on Systems, Man, and Cybernetics, 2013

Bib

@inproceedings{raza2013dataset,
  title = {Dataset shift detection in non-stationary environments using EWMA charts},
  author = {Raza, Haider and Prasad, Girijesh and Li, Yuhua},
  booktitle = {2013 IEEE International Conference on Systems, Man, and Cybernetics},
  pages = {3151--3156},
  year = {2013},
  organization = {IEEE},
}

2011

IoT

GBG Approach for Connectivity and Coverage Control in Wireless Sensor Network

Buddha Singh, and Ritu Haider Raza

International Journal of Computer Applications, 2011

Bib

@article{singh2011gbg,
  title = {GBG Approach for Connectivity and Coverage Control in  Wireless Sensor Network},
  author = {Singh, Buddha and Haider Raza, Ritu},
  journal = {International Journal of Computer Applications},
  volume = {16},
  number = {3},
  pages = {13--18},
  year = {2011},
  publisher = {Foundation of Computer Science},
}

2010

IoT

Selection of cluster-head using PSO in CGSR protocol

H Raza, P Nandal, and S Makker

In Methods and Models in Computer Science (ICM2CS), 2010 International Conference on, 2010

Bib

@inproceedings{raza2010selection,
  title = {Selection of cluster-head using PSO in CGSR protocol},
  author = {Raza, H and Nandal, P and Makker, S},
  booktitle = {Methods and Models in Computer Science (ICM2CS), 2010 International Conference on},
  pages = {91--94},
  year = {2010},
  organization = {IEEE},
}