My research involves developing novel machine learning algorithms and their applications in broad areas of importance such as computer vision, natural language processing, biomechanics and satellite communications among others.
2023
Haider, Hassaan; Shah, Jawad Ali; Kadir, Kushsairy; Khan, Najeeb
Sparse Reconstruction Using Hyperbolic Tangent as Smooth l 1-Norm Approximation Journal Article
In: Computation, vol. 11, no. 1, pp. 7, 2023.
@article{haider2023sparse,
title = {Sparse Reconstruction Using Hyperbolic Tangent as Smooth l 1-Norm Approximation},
author = {Hassaan Haider and Jawad Ali Shah and Kushsairy Kadir and Najeeb Khan},
url = {https://www.mdpi.com/2079-3197/11/1/7/htm},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
journal = {Computation},
volume = {11},
number = {1},
pages = {7},
publisher = {MDPI},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2020
Khan, Najeeb; Stavness, Ian
Pruning Convolutional Filters using Batch Bridgeout Journal Article
In: IEEE Access, 2020.
@article{khan2020pruning,
title = {Pruning Convolutional Filters using Batch Bridgeout},
author = {Najeeb Khan and Ian Stavness},
url = {https://arxiv.org/pdf/2009.10893.pdf
https://ieeexplore.ieee.org/document/9268449},
doi = {10.1109/ACCESS.2020.3040256},
year = {2020},
date = {2020-00-00},
journal = {IEEE Access},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2019
Bilal, Muhammad; Anis, Haris; Khan, Najeeb; Qureshi, Ijaz; Shah, Jawad; Kadir, Kushsairy A
Reduction of Motion Artifacts in the Recovery of Undersampled DCE MR Images Using Data Binning and L+S Decomposition Journal Article
In: BioMed research international, vol. 2019, 2019.
@article{bilal2019reduction,
title = {Reduction of Motion Artifacts in the Recovery of Undersampled DCE MR Images Using Data Binning and L+S Decomposition},
author = {Muhammad Bilal and Haris Anis and Najeeb Khan and Ijaz Qureshi and Jawad Shah and Kushsairy A Kadir},
year = {2019},
date = {2019-01-01},
journal = {BioMed research international},
volume = {2019},
publisher = {Hindawi},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Khan, Najeeb; Stavness, Ian
Sparseout: Controlling Sparsity in Deep Networks Inproceedings
In: Canadian Conference on Artificial Intelligence, pp. 296–307, Springer, Cham 2019.
@inproceedings{khan2019sparseout,
title = {Sparseout: Controlling Sparsity in Deep Networks},
author = {Najeeb Khan and Ian Stavness},
year = {2019},
date = {2019-01-01},
booktitle = {Canadian Conference on Artificial Intelligence},
pages = {296--307},
organization = {Springer, Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2018
Khan, Najeeb
A parallel implementation of the covariance matrix adaptation evolution strategy Journal Article
In: arXiv preprint arXiv:1805.11201, 2018.
@article{khan2018parallel,
title = {A parallel implementation of the covariance matrix adaptation evolution strategy},
author = {Najeeb Khan},
year = {2018},
date = {2018-01-01},
journal = {arXiv preprint arXiv:1805.11201},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Khan, Najeeb; Shah, Jawad; Stavness, Ian
Bridgeout: stochastic bridge regularization for deep neural networks Journal Article
In: IEEE Access, vol. 6, pp. 42961–42970, 2018.
@article{khan2018bridgeout,
title = {Bridgeout: stochastic bridge regularization for deep neural networks},
author = {Najeeb Khan and Jawad Shah and Ian Stavness},
year = {2018},
date = {2018-01-01},
journal = {IEEE Access},
volume = {6},
pages = {42961--42970},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Roewer-Despres, Francois; Khan, Najeeb; Stavness, Ian
Towards Finite-Element Simulation using Deep Learning Inproceedings
In: 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, 2018.
@inproceedings{roewer2018towards,
title = {Towards Finite-Element Simulation using Deep Learning},
author = {Francois Roewer-Despres and Najeeb Khan and Ian Stavness},
year = {2018},
date = {2018-01-01},
booktitle = {15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2017
Khan, Najeeb; Stavness, Ian
Prediction of muscle activations for reaching movements using deep neural networks Journal Article
In: arXiv preprint arXiv:1706.04145, 2017.
@article{khan2017prediction,
title = {Prediction of muscle activations for reaching movements using deep neural networks},
author = {Najeeb Khan and Ian Stavness},
year = {2017},
date = {2017-01-01},
journal = {arXiv preprint arXiv:1706.04145},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2015
Khan, Najeeb; Lee, Jung Chul
HMM Based Duration Control for Singing TTS Incollection
In: Advances in Computer Science and Ubiquitous Computing, pp. 137–143, Springer, Singapore, 2015.
@incollection{khan2015hmm,
title = {HMM Based Duration Control for Singing TTS},
author = {Najeeb Khan and Jung Chul Lee},
year = {2015},
date = {2015-01-01},
booktitle = {Advances in Computer Science and Ubiquitous Computing},
pages = {137--143},
publisher = {Springer, Singapore},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
Khan, Najeeb; Lee, Jung-Chul
Optimal state duration assignment in hidden Markov model-based text-to-speech synthesis system Journal Article
In: Electronics Letters, vol. 51, no. 12, pp. 941–943, 2015.
@article{khan2015optimal,
title = {Optimal state duration assignment in hidden Markov model-based text-to-speech synthesis system},
author = {Najeeb Khan and Jung-Chul Lee},
year = {2015},
date = {2015-01-01},
journal = {Electronics Letters},
volume = {51},
number = {12},
pages = {941--943},
publisher = {IET Digital Library},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Khan, Najeeb; Lee, Jung-Chul
Singing Voice Synthesis Using HMM Based TTS and MusicXML Journal Article
In: 한국컴퓨터정보학회논문지, vol. 20, no. 5, pp. 53–63, 2015.
@article{khan2015singing,
title = {Singing Voice Synthesis Using HMM Based TTS and MusicXML},
author = {Najeeb Khan and Jung-Chul Lee},
year = {2015},
date = {2015-01-01},
journal = {한국컴퓨터정보학회논문지},
volume = {20},
number = {5},
pages = {53--63},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2014
Khan, Najeeb; Lee, Jung-Chul
Development of a music score editor based on musicxml Journal Article
In: Journal of the Korea Society of Computer and Information, vol. 19, no. 2, pp. 77–90, 2014.
@article{khan2014development,
title = {Development of a music score editor based on musicxml},
author = {Najeeb Khan and Jung-Chul Lee},
year = {2014},
date = {2014-01-01},
journal = {Journal of the Korea Society of Computer and Information},
volume = {19},
number = {2},
pages = {77--90},
publisher = {Korean Society of Computer Information},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
