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Ajith Abraham
Affiliation : Machine Intelligence Research Labs · University of Sfax
- 41Publications (affiliation in the United States)
- 1566Total publications
- 47509Citations
- 102h-index
Research profile
Ajith Abraham has 41 indexed publications (2012–2023). Their work appears mainly in “Advances in intelligent systems and computing”, “Journal of Intelligent & Fuzzy Systems” and “Neurocomputing”. Their most cited article, “A comparative study of the improvement of performance using a PSO modified by ACO applied to TSP” (2014), has been cited 117 times. 3 of these publications date from the last three years of activity. Their work is co-authored with at least 8 researchers, including institutions in Tunisia, Iran, United Kingdom, Saudi Arabia.
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Create my free profile Add my publicationsResearch areas
- Metaheuristic Optimization Algorithms Research
- Fuzzy Logic and Control Systems
- Neural Networks and Applications
- Mathematical Control Systems and Analysis
- Artificial Immune Systems Applications
Publications (41)
- A Comparative Study for Modeling IoT Security Systems
- Taylor-based optimized recursive extended exponential smoothed neural networks forecasting method
- Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020)
- Bi-heuristic ant colony optimization-based approaches for traveling salesman problem
- Emerging Standards and the Hybrid Model for Organizing Scientific Events During and After the COVID-19 Pandemic
- Nature or Science: what Google Trends says
- An Ensemble of Deep Auto-Encoders for Healthcare Monitoring
- Hierarchical fuzzy design by a multi-objective evolutionary hybrid approach
- A new possibilistic classifier for mixed categorical and numerical data based on a bi-module possibilistic estimation and the generalized minimum-based algorithm
- A Beta basis function Interval Type-2 Fuzzy Neural Network for time series applications
- Wavelet Convolutional Neural Networks for Handwritten Digits Recognition
- Arabic text detection using ensemble machine learning
- Solving the travelling salesman problem using fuzzy and simplified variants of ant supervised by PSO with local search policy, FAS-PSO-LS, SAS-PSO-LS
- Experimental Investigation of Ant Supervised by Simplified PSO with Local Search Mechanism (SAS-PSO-2Opt)
- Forecasting Using Elman Recurrent Neural Network
- Decision Quality Enhancement in Minimum-Based Possibilistic Classification for Numerical Data
- A new classifier for categorical data based on a possibilistic estimation and a novel generalized minimum-based algorithm
- A Modified Naïve Possibilistic Classifier for Numerical Data
- A Modified Naïve Bayes Style Possibilistic Classifier for the Diagnosis of Lymphatic Diseases
- ACO-PSO Optimization for Solving TSP Problem with GPU Acceleration
- Recurrent Flexible Neural Tree Model for Time Series Prediction
- Evolving flexible beta basis function neural tree using extended genetic programming & Hybrid Artificial Bee Colony
- Multi-agent architecture for Multi‐objective optimization of Flexible Neural Tree
- Evolutionary hierarchical fuzzy modeling of Interval Type-2 Beta Fuzzy Systems
- A Hybrid Approach Based on Particle Swarm Optimization for Echo State Network Initialization
- A comparative study of the improvement of performance using a PSO modified by ACO applied to TSP
- Adapt-Traf: An adaptive multiagent road traffic management system based on hybrid ant-hierarchical fuzzy model
- The multi-objective hybridization of particle swarm optimization and fuzzy ant colony optimization
- Universal approximation propriety of Flexible Beta Basis Function Neural Tree
- Multi-agent evolutionary design of Flexible Beta Basis Function Neural Tree
- PSO-based update memory for Improved Harmony Search algorithm to the evolution of FBBFNT' parameters
- A hybrid learning algorithm for evolving Flexible Beta Basis Function Neural Tree Model
- Oil price prediction using ensemble machine learning
- Hybridization of Fuzzy PSO and Fuzzy ACO applied to TSP
- Hybrid harmony search algorithm for global optimization
- A hybrid computational chemotaxis in bacterial foraging optimization algorithm for global numerical optimization
- Evolving flexible beta basis function neural tree for nonlinear systems
- Fuzzy modeling system based on hybrid evolutionary approach
- The Adaptive Chemotactic Foraging with Differential Evolution algorithm
- Hierarchical multi-dimensional differential evolution for the design of beta basis function neural network
- Hierarchical Particle Swarm Optimization for the Design of Beta Basis Function Neural Network
Publication venues
- Advances in intelligent systems and computing × 11
- Journal of Intelligent & Fuzzy Systems × 3
- Neurocomputing × 3
- International Joint Conference on Neural Networks (IJCNN) × 3
- Soft Computing × 2
- International Journal of Hybrid Intelligent Systems × 2
Publications per year
- 20231
- 20221
- 20211
- 20203
- 20193
- 20185
- 20177
- 20163
- 20151
- 20146
Collaborations
Partner institutions : Universal Scientific Education and Research Network · University of Sousse · Taibah University · École Supérieure Privée d'Ingénierie et de Technologies · Brown University
Co-authors’ countries : Tunisia · Iran · United Kingdom · Saudi Arabia
Co-authors
- Nizar Rokbani
- Lucina Q. Uddin
- Abass A. Alavi
- Gagneja Kanwalinderjit
- Shuji Ogino
- Alireza Abdollah Shamshirsaz
- Frank William Sellke
- Seán McLoone
Bibliographic data from OpenAlex (open database).
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