D-Index & Metrics Best Publications
Computer Science
Canada
2023

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 69 Citations 15,970 541 World Ranking 1251 National Ranking 48

Research.com Recognitions

Awards & Achievements

2023 - Research.com Computer Science in Canada Leader Award

2020 - Member of the National Academy of Engineering For innovative applications of signal processing to industrial and bioengineering problems.

1999 - IEEE Fellow For contributions to digital signal processing applications in television and medical imaging.

1999 - Fellow of the Royal Society of Canada Academy of Science

The Canadian Academy of Engineering

Overview

What is she best known for?

The fields of study she is best known for:

  • Artificial intelligence
  • Computer vision
  • Statistics

Her primary areas of investigation include Artificial intelligence, Computer vision, Pattern recognition, Algorithm and Image processing. Her study in Artificial intelligence concentrates on Pixel, Sparse approximation, Iterative reconstruction, Compressed sensing and Deep learning. Her study looks at the relationship between Computer vision and topics such as Interpolation, which overlap with Bilinear interpolation, Edge and Image scaling.

Rabab K. Ward interconnects Contextual image classification and Facial recognition system in the investigation of issues within Pattern recognition. Rabab K. Ward has researched Algorithm in several fields, including Transformation, Common Scrambling Algorithm, Mathematical optimization and Filter. Her Image processing research includes elements of Image quality, Tone mapping and Video image.

Her most cited work include:

  • A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals. (708 citations)
  • Deep sentence embedding using long short-term memory networks: analysis and application to information retrieval (465 citations)
  • Telomeres in the mouse have large inter-chromosomal variations in the number of t2ag3 repeats (452 citations)

What are the main themes of her work throughout her whole career to date?

Her primary scientific interests are in Artificial intelligence, Computer vision, Pattern recognition, Algorithm and Speech recognition. Her study in Artificial intelligence focuses on Feature extraction, Wavelet, Data compression, Compressed sensing and Pixel. The Pattern recognition study combines topics in areas such as Contextual image classification, Image, Facial recognition system and Artificial neural network.

Rabab K. Ward combines subjects such as Transform coding and Mathematical optimization with her study of Algorithm. Her Speech recognition research integrates issues from Brain–computer interface and Electroencephalography. The study incorporates disciplines such as Motion estimation and Block-matching algorithm in addition to Motion compensation.

She most often published in these fields:

  • Artificial intelligence (58.00%)
  • Computer vision (33.57%)
  • Pattern recognition (24.43%)

What were the highlights of her more recent work (between 2014-2021)?

  • Artificial intelligence (58.00%)
  • Pattern recognition (24.43%)
  • Computer vision (33.57%)

In recent papers she was focusing on the following fields of study:

Rabab K. Ward spends much of her time researching Artificial intelligence, Pattern recognition, Computer vision, Deep learning and Compressed sensing. Rabab K. Ward usually deals with Artificial intelligence and limits it to topics linked to Machine learning and Field. Her work deals with themes such as Epileptic seizure, Epilepsy, Electroencephalography and Signal, which intersect with Pattern recognition.

Her research is interdisciplinary, bridging the disciplines of Perception and Computer vision. Her Compressed sensing study integrates concerns from other disciplines, such as Dynamic contrast-enhanced MRI, Solver, Data mining and Greedy algorithm. Her Iterative reconstruction research includes elements of Algorithm and Computed tomography.

Between 2014 and 2021, her most popular works were:

  • Deep sentence embedding using long short-term memory networks: analysis and application to information retrieval (465 citations)
  • Image Fusion With Convolutional Sparse Representation (275 citations)
  • Deep learning for pixel-level image fusion: Recent advances and future prospects (216 citations)

In her most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Statistics
  • Machine learning

Her scientific interests lie mostly in Artificial intelligence, Pattern recognition, Deep learning, Photoplethysmogram and Compressed sensing. Her Artificial intelligence study combines topics from a wide range of disciplines, such as Machine learning and Natural language processing. Her Pattern recognition research is multidisciplinary, incorporating elements of Epileptic seizure, Epilepsy, Electroencephalography and Image.

Her Electroencephalography research is multidisciplinary, relying on both Speech recognition and Scalp. Her Compressed sensing research integrates issues from Optimization problem, Solver and Data mining. Her Convolution study which covers Neural coding that intersects with Computer vision.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals.

Ali Bashashati;Mehrdad Fatourechi;Rabab K Ward;Gary E Birch;Gary E Birch.
Journal of Neural Engineering (2007)

1093 Citations

Deep sentence embedding using long short-term memory networks: analysis and application to information retrieval

Hamid Palangi;Li Deng;Yelong Shen;Jianfeng Gao.
IEEE Transactions on Audio, Speech, and Language Processing (2016)

734 Citations

EMG and EOG artifacts in brain computer interface systems: A survey

Mehrdad Fatourechi;Ali Bashashati;Rabab K. Ward;Gary E. Birch;Gary E. Birch.
Clinical Neurophysiology (2007)

672 Citations

Telomeres in the mouse have large inter-chromosomal variations in the number of T2AG3 repeats

J. M. J. M. Zijlmans;U. M. Martens;S. S. S. Poon;A. K. Raap.
Proceedings of the National Academy of Sciences of the United States of America (1997)

577 Citations

Image Fusion With Convolutional Sparse Representation

Yu Liu;Xun Chen;Rabab K. Ward;Z. Jane Wang.
IEEE Signal Processing Letters (2016)

503 Citations

Fast Image/Video Contrast Enhancement Based on Weighted Thresholded Histogram Equalization

Qing Wang;R.K. Ward.
IEEE Transactions on Consumer Electronics (2007)

480 Citations

Short telomeres on human chromosome 17p.

U. M. Martens;J. M. J. M. Zijlmans;S. S. S. Poon;S. S. S. Poon;W. Dragowska.
Nature Genetics (1998)

469 Citations

Learning Sparse Representations for Human Action Recognition

T. Guha;R. K. Ward.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2012)

436 Citations

Deep learning for pixel-level image fusion: Recent advances and future prospects

Yu Liu;Xun Chen;Xun Chen;Zengfu Wang;Z. Jane Wang.
Information Fusion (2018)

417 Citations

Telomere length measurements using digital fluorescence microscopy

Steven S.S. Poon;Uwe M. Martens;Rabab K. Ward;Peter M. Lansdorp;Peter M. Lansdorp.
Cytometry (1999)

275 Citations

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