D-Index & Metrics Best Publications
Computer Science
USA
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 112 Citations 36,860 521 World Ranking 119 National Ranking 74

Research.com Recognitions

Awards & Achievements

2023 - Research.com Computer Science in United States Leader Award

2018 - Member of Academia Europaea

2017 - Polish Academy of Science

2008 - Fellow of the American Association for the Advancement of Science (AAAS)

Overview

What is he best known for?

The fields of study Hojjat Adeli is best known for:

  • Lyapunov function
  • Lyapunov exponent
  • Nonlinear system

In his work, Optimization problem is strongly intertwined with Mathematical optimization, which is a subfield of Penalty method. Hojjat Adeli combines Optimization problem and Mathematical optimization in his research. He integrates Artificial intelligence with Speech recognition in his research. His study deals with a combination of Speech recognition and Artificial intelligence. He connects Structural engineering with Truss in his study. He performs integrative study on Truss and Structural engineering. Hojjat Adeli performs multidisciplinary studies into Machine learning and Stability (learning theory) in his work. Hojjat Adeli integrates several fields in his works, including Stability (learning theory) and Machine learning. He integrates many fields, such as Artificial neural network and Perceptron, in his works.

His most cited work include:

  • A Wavelet-Chaos Methodology for Analysis of EEGs and EEG Subbands to Detect Seizure and Epilepsy (585 citations)
  • System identification in structural engineering (146 citations)
  • A neural dynamics model for structural optimization—Theory (139 citations)

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

His Structural engineering studies intersect with other subjects such as Truss and Girder. Among his research on Programming language, you can see a combination of other fields of science like Operating system and Software engineering. In his works, he conducts interdisciplinary research on Operating system and Programming language. His work blends Software engineering and Artificial intelligence studies together. He merges Artificial intelligence with Expert system in his research. He integrates many fields in his works, including Algorithm, Parallel computing and Mathematical optimization. In his works, he performs multidisciplinary study on Mathematical optimization and Algorithm. His Quantum mechanics study frequently draws connections to adjacent fields such as Nonlinear system. His study ties his expertise on Quantum mechanics together with the subject of Nonlinear system.

Hojjat Adeli most often published in these fields:

  • Structural engineering (56.41%)
  • Artificial intelligence (41.03%)
  • Programming language (33.33%)

What were the highlights of his more recent work (between 2010-2018)?

  • Identification (biology) (33.33%)
  • Ecology (33.33%)
  • Volcano (33.33%)

In recent works Hojjat Adeli was focusing on the following fields of study:

Hojjat Adeli performs integrative Identification (biology) and Ecology research in his work. Hojjat Adeli integrates Ecology with Identification (biology) in his research. Hojjat Adeli integrates Volcano and Seismology in his studies. He incorporates Seismology and Volcano in his research. Hojjat Adeli conducted interdisciplinary study in his works that combined Meteorology and Tornado. He performs multidisciplinary study in the fields of Tornado and Meteorology via his papers. He integrates Natural disaster with Natural hazard in his study. In his works, Hojjat Adeli conducts interdisciplinary research on Natural hazard and Natural disaster. Hojjat Adeli performs multidisciplinary studies into Electrical engineering and Systems engineering in his work.

Between 2010 and 2018, his most popular works were:

  • System identification in structural engineering (146 citations)
  • Wireless smart sensors for monitoring the health condition of civil infrastructure (7 citations)
  • Current Efforts for Prediction and Assessment of Natural Disasters: Earthquakes, Tsunamis, Volcanic eruptions, Hurricanes, Tornados, and Floods (6 citations)

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

Analysis of EEG records in an epileptic patient using wavelet transform.

Hojjat Adeli;Ziqin Zhou;Nahid Dadmehr.
Journal of Neuroscience Methods (2003)

1320 Citations

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals.

U. Rajendra Acharya;U. Rajendra Acharya;U. Rajendra Acharya;Shu Lih Oh;Yuki Hagiwara;Jen Hong Tan.
Computers in Biology and Medicine (2017)

1063 Citations

Neural Networks in Civil Engineering: 1989–2000

Hojjat Adeli.
Computer-aided Civil and Infrastructure Engineering (2001)

858 Citations

A Wavelet-Chaos Methodology for Analysis of EEGs and EEG Subbands to Detect Seizure and Epilepsy

H. Adeli;S. Ghosh-Dastidar;N. Dadmehr.
IEEE Transactions on Biomedical Engineering (2007)

772 Citations

Machine Learning: Neural Networks, Genetic Algorithms, and Fuzzy Systems

Hojjat Adeli;Shih-Lin Hung.
(1994)

738 Citations

Spiking neural networks.

Samanwoy Ghosh-Dastidar;Hojjat Adeli.
International Journal of Neural Systems (2009)

622 Citations

A New Approach for Health Monitoring of Structures: Terrestrial Laser Scanning

H. S. Park;H. M. Lee;Hojjat Adeli;I. Lee.
Computer-aided Civil and Infrastructure Engineering (2007)

622 Citations

Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection

S. Ghosh-Dastidar;H. Adeli;N. Dadmehr.
IEEE Transactions on Biomedical Engineering (2008)

519 Citations

Mixed-Band Wavelet-Chaos-Neural Network Methodology for Epilepsy and Epileptic Seizure Detection

S. Ghosh-Dastidar;H. Adeli;N. Dadmehr.
IEEE Transactions on Biomedical Engineering (2007)

510 Citations

A new supervised learning algorithm for multiple spiking neural networks with application in epilepsy and seizure detection

Samanwoy Ghosh-Dastidar;Hojjat Adeli.
Neural Networks (2009)

460 Citations

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