Hojjat Adeli

Orcid: 0000-0001-5718-1453

According to our database1, Hojjat Adeli authored at least 116 papers between 1985 and 2024.

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Awards

IEEE Fellow

IEEE Fellow 2012, "For contributions to computational intelligence in infrastructure engineering".

Timeline

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Bibliography

2024
Multiple Classification of Brain MRI Autism Spectrum Disorder by Age and Gender Using Deep Learning.
J. Medical Syst., December, 2024

Self-Supervised Learning for Electroencephalography.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

A new epileptic seizure prediction model based on maximal overlap discrete wavelet packet transform, homogeneity index, and machine learning using ECG signals.
Biomed. Signal Process. Control., February, 2024

2023
AutoEncoder Filter Bank Common Spatial Patterns to Decode Motor Imagery From EEG.
IEEE J. Biomed. Health Informatics, May, 2023

Diagnostic of autism spectrum disorder based on structural brain MRI images using, grid search optimization, and convolutional neural networks.
Biomed. Signal Process. Control., 2023

2022
New adaptive robust H∞ control of smart structures using synchrosqueezed wavelet transform and recursive least-squares algorithm.
Eng. Appl. Artif. Intell., 2022

Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning.
Comput. Biol. Medicine, 2022

Deep learning fuzzy immersion and invariance control for type-I diabetes.
Comput. Biol. Medicine, 2022

Machine learning techniques for diagnosis of alzheimer disease, mild cognitive disorder, and other types of dementia.
Biomed. Signal Process. Control., 2022

2021
Integrating structural control, health monitoring, and energy harvesting for smart cities.
Expert Syst. J. Knowl. Eng., 2021

2020
FEMa: a finite element machine for fast learning.
Neural Comput. Appl., 2020

A dynamic ensemble learning algorithm for neural networks.
Neural Comput. Appl., 2020

Upper Limb Movement Classification Via Electromyographic Signals and an Enhanced Probabilistic Network.
J. Medical Syst., 2020

Deep learning techniques for recommender systems based on collaborative filtering.
Expert Syst. J. Knowl. Eng., 2020

Discrete Spider Monkey Optimization for Travelling Salesman Problem.
Appl. Soft Comput., 2020

2019
Optimization of University Course Scheduling Problem using Particle Swarm Optimization with Selective Search.
Expert Syst. Appl., 2019

A novel end-to-end deep learning scheme for classifying multi-class motor imagery electroencephalography signals.
Expert Syst. J. Knowl. Eng., 2019

2018
Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects.
IEEE Trans. Neural Networks Learn. Syst., 2018

A Novel Wavelet Transform-Homogeneity Model for Sudden Cardiac Death Prediction Using ECG Signals.
J. Medical Syst., 2018

Smart bacteria-foraging algorithm-based customized kernel support vector regression and enhanced probabilistic neural network for compaction quality assessment and control of earth-rock dam.
Expert Syst. J. Knowl. Eng., 2018

Control methodologies for vibration control of smart civil and mechanical structures.
Expert Syst. J. Knowl. Eng., 2018

Automated EEG-based screening of depression using deep convolutional neural network.
Comput. Methods Programs Biomed., 2018

Parkinson's disease: Cause factors, measurable indicators, and early diagnosis.
Comput. Biol. Medicine, 2018

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals.
Comput. Biol. Medicine, 2018

2017
A New Neural Dynamic Classification Algorithm.
IEEE Trans. Neural Networks Learn. Syst., 2017

Recent advances in control algorithms for smart structures and machines.
Expert Syst. J. Knowl. Eng., 2017

Meta-heuristic multi- and many-objective optimization techniques for solution of machine learning problems.
Expert Syst. J. Knowl. Eng., 2017

Nature-Inspired Chemical Reaction Optimisation Algorithms.
Cogn. Comput., 2017

Diagnosis of attention deficit hyperactivity disorder using imaging and signal processing techniques.
Comput. Biol. Medicine, 2017

A novel algorithm to detect glaucoma risk using texton and local configuration pattern features extracted from fundus images.
Comput. Biol. Medicine, 2017

Evolutionary learning based sustainable strain sensing model for structural health monitoring of high-rise buildings.
Appl. Soft Comput., 2017

Data mining for automated diagnosis of neurological and psychiatric disorders.
Proceedings of the Second International Conference on Internet of things and Cloud Computing, 2017

2016
Gravitational Search Algorithm and Its Variants.
Int. J. Pattern Recognit. Artif. Intell., 2016

Simulated Annealing, Its Variants and Engineering Applications.
Int. J. Artif. Intell. Tools, 2016

Physics-based search and optimization: Inspirations from nature.
Expert Syst. J. Knowl. Eng., 2016

New methodology for modal parameters identification of smart civil structures using ambient vibrations and synchrosqueezed wavelet transform.
Eng. Appl. Artif. Intell., 2016

New discrete-time robust H<sub>2</sub>/H<sub>∞</sub> algorithm for vibration control of smart structures using linear matrix inequalities.
Eng. Appl. Artif. Intell., 2016

Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Computer-Aided Diagnosis of Parkinson's Disease Using Enhanced Probabilistic Neural Network.
J. Medical Syst., 2015

Harmony Search Algorithm and its Variants.
Int. J. Pattern Recognit. Artif. Intell., 2015

Applications of Harmony Search Algorithms in Engineering.
Int. J. Artif. Intell. Tools, 2015

Hybrid Harmony Search Algorithms.
Int. J. Artif. Intell. Tools, 2015

Self-constructing wavelet neural network algorithm for nonlinear control of large structures.
Eng. Appl. Artif. Intell., 2015

Shape optimization of free-form steel space-frame roof structures with complex geometries using evolutionary computing.
Eng. Appl. Artif. Intell., 2015

A new music-empirical wavelet transform methodology for time-frequency analysis of noisy nonlinear and non-stationary signals.
Digit. Signal Process., 2015

Nature Inspired Computing: An Overview and Some Future Directions.
Cogn. Comput., 2015

2014
Water Drop Algorithms.
Int. J. Artif. Intell. Tools, 2014

Spiral Dynamics Algorithm.
Int. J. Artif. Intell. Tools, 2014

Two-phase genetic algorithm for topology optimization of free-form steel space-frame roof structures with complex curvatures.
Eng. Appl. Artif. Intell., 2014

Current methods in electrocardiogram characterization.
Comput. Biol. Medicine, 2014

Computer aided diagnosis of atrial arrhythmia using dimensionality reduction methods on transform domain representation.
Biomed. Signal Process. Control., 2014

2013
Concept Drift-Oriented Adaptive and Dynamic Support Vector Machine Ensemble With Time Window in Corporate Financial Risk Prediction.
IEEE Trans. Syst. Man Cybern. Syst., 2013

2012
Algorithms for chattering reduction in system control.
J. Frankl. Inst., 2012

Web-based tutor for interactive design of connections in steel buildings.
Comput. Appl. Eng. Educ., 2012

Web-based tutor for interactive design of single-span and continuous steel beams.
Comput. Appl. Eng. Educ., 2012

Expanding with a Lofty Goal.
Comput. Aided Civ. Infrastructure Eng., 2012

2011
Functional community analysis of brain: A new approach for EEG-based investigation of the brain pathology.
NeuroImage, 2011

Hybridizing principles of TOPSIS with case-based reasoning for business failure prediction.
Comput. Oper. Res., 2011

HeartSaver: A mobile cardiac monitoring system for auto-detection of atrial fibrillation, myocardial infarction, and atrio-ventricular block.
Comput. Biol. Medicine, 2011

2010
Enhanced probabilistic neural network with local decision circles: A robust classifier.
Integr. Comput. Aided Eng., 2010

The Silver Anniversary of CACAIE: 25 Years of Innovation in Computing.
Comput. Aided Civ. Infrastructure Eng., 2010

Wavelet-Chaos-Neural Network Models for EEG-Based Diagnosis of Neurological Disorders.
Proceedings of the Future Generation Information Technology, 2010

2009
A new supervised learning algorithm for multiple spiking neural networks with application in epilepsy and seizure detection.
Neural Networks, 2009

A probabilistic neural network for earthquake magnitude prediction.
Neural Networks, 2009

Spiking Neural Networks.
Int. J. Neural Syst., 2009

Recurrent Neural Network for Approximate Earthquake Time and Location Prediction Using Multiple Seismicity Indicators.
Comput. Aided Civ. Infrastructure Eng., 2009

Early View of Accepted Manuscripts.
Comput. Aided Civ. Infrastructure Eng., 2009

2008
Principal Component Analysis-Enhanced Cosine Radial Basis Function Neural Network for Robust Epilepsy and Seizure Detection.
IEEE Trans. Biomed. Eng., 2008

Discussion of "A Wavelet Network Model for Short-Term Traffic Volume Forecasting"by Yuanchang Xie and Yunlong Zhang.
J. Intell. Transp. Syst., 2008

Concurrent engineering.
Integr. Comput. Aided Eng., 2008

Introduction.
Comput. Aided Civ. Infrastructure Eng., 2008

On Principles of Scholarly Research Contributions: How to Avoid Multiple Rounds of Reviews.
Comput. Aided Civ. Infrastructure Eng., 2008

Panel: The role of information search and retrieval in economic stimulation.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Inventing the future of neurology: Integrated wavelet-chaos-neural network models for knowledge discovery and automated EEG-based diagnosis of neurological disorders.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

2007
Mixed-Band Wavelet-Chaos-Neural Network Methodology for Epilepsy and Epileptic Seizure Detection.
IEEE Trans. Biomed. Eng., 2007

A Wavelet-Chaos Methodology for Analysis of EEGs and EEG Subbands to Detect Seizure and Epilepsy.
IEEE Trans. Biomed. Eng., 2007

Neural Network Models for Earthquake Magnitude Prediction Using Multiple seismicity Indicators.
Int. J. Neural Syst., 2007

Improved spiking neural networks for EEG classification and epilepsy and seizure detection.
Integr. Comput. Aided Eng., 2007

Introduction.
Comput. Aided Civ. Infrastructure Eng., 2007

A New Approach for Health Monitoring of Structures: Terrestrial Laser Scanning.
Comput. Aided Civ. Infrastructure Eng., 2007

Measuring Research Journals.
Comput. Aided Civ. Infrastructure Eng., 2007

2006
Wavelets to Enhance Computational Intelligence in Computer-Aided Engineering.
Proceedings of the Leading the Web in Concurrent Engineering. Next Generation Concurrent Engineering, 2006

2005
Case-based reasoning in steel bridge engineering.
Knowl. Based Syst., 2005

Introduction.
Int. J. Neural Syst., 2005

Introduction.
Integr. Comput. Aided Eng., 2005

Optimum cost design of reinforced concrete slabs using neural dynamics model.
Eng. Appl. Artif. Intell., 2005

2004
A Neural Network-Wavelet Model for Generating Artificial accelerograms.
Int. J. Wavelets Multiresolution Inf. Process., 2004

Clustering-Neural Network Models For Freeway Work Zone Capacity Estimation.
Int. J. Neural Syst., 2004

2003
Wavelet energy spectrum for time-frequency localization of earthquake energy.
Int. J. Imaging Syst. Technol., 2003

Fuzzy clustering approach for accurate embedding dimension identification in chaotic time series.
Integr. Comput. Aided Eng., 2003

Editorial: A decade of ICAE.
Integr. Comput. Aided Eng., 2003

1999
Neural Dynamic Model for Optimization of Complex Systems.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

1998
The First Five Years.
Integr. Comput. Aided Eng., 1998

1997
A three-dimensional animation system for seismic response of multistory structures.
Int. J. Imaging Syst. Technol., 1997

1996
Fully Automated Design of Super-High-Rise Building Structures by a Hybrid AI Model on a Massively Parallel Machine.
AI Mag., 1996

1995
Optimization of space structures by neural dynamics.
Neural Networks, 1995

Neurocomputing for large-scale design automation.
Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems (ANNES '95), 1995

1994
A parallel genetic/neural network learning algorithm for MIMD shared memory machines.
IEEE Trans. Neural Networks, 1994

Object-oriented backpropagation and its application to structural design.
Neurocomputing, 1994

1993
A Concurrent OOP Model for Computer-aided Engineering Using Blackboard Architecture.
Parallel Algorithms Appl., 1993

An improved perception learning algorithm.
Neural Parallel Sci. Comput., 1993

Parallel backpropagation learning algorithms on CRAY Y-MP8/864 supercomputer.
Neurocomputing, 1993

A Concurrent Adaptive Conjugate Gradient Learning Algorithm On Mimd Shared-Memory Machines.
Int. J. High Perform. Comput. Appl., 1993

1992
Artificial intelligence in design: D T Pham (Ed.).
Knowl. Based Syst., 1992

Multitasking Algorithms for Optimization of Space Structures.
Proceedings of the Proceedings Supercomputing '92, 1992

1991
Solid modeling of space stations in a concurrent processing environment.
Int. J. Imaging Syst. Technol., 1991

A model of perceptron learning with a hidden layer for engineering design.
Neurocomputing, 1991

A Microtasking Algorithm for Optimization of Structures.
Int. J. High Perform. Comput. Appl., 1991

Parallel Algorithms for Stress Analysis on Shared-Memory.
Proceedings of the Parallel Computation, First International ACPC Conference, Salzburg, Austria, September 30, 1991

1990
Imaging techniques for cable network structures.
Int. J. Imaging Syst. Technol., 1990

Interactive optimization of plate girder bridges subjected to moving loads.
Comput. Aided Des., 1990

Concurrent Analysis of Structures on Shared Memory Machines.
Proceedings of the 10th International Conference on Distributed Computing Systems (ICDCS 1990), May 28, 1990

1988
A Novel Approach to Expert Systems for Design of Large Structures.
AI Mag., 1988

1987
A knowledge-based approach to computer-aided design of structures.
Proceedings of the 1987 Fall Joint Computer Conference on Exploring technology: today and tomorrow, 1987

1986
Micrographics in failure analysis and design of structures.
Comput. Graph., 1986

1985
Microcomputer graphics in structural design education.
Comput. Graph., 1985


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