A Two-Stage Feature Extraction Approach for ECG Signals. - Essam H. Houssein; Moataz Kilany; Aboul Ella Hassanien; Václav Snásel (AECIA, 2016)

An Image Steganography Algorithm using Haar Discrete Wavelet Transform with Advanced Encryption System. - Essam H. Houssein; Mona A. S. Ali; Aboul Ella Hassanien (FedCSIS, 2016)

Maximizing Lifetime of Wireless Sensor Networks Based on Whale Optimization Algorithm. - Mohammed M. Ahmed; Essam H. Houssein; Aboul Ella Hassanien; Ayman Taha; Ehab Ezat Hassanien (AISI, 2017)

A Hybrid EEG Signals Classification Approach Based on Grey Wolf Optimizer Enhanced SVMs for Epileptic Detection. - Asmaa Hamad; Essam H. Houssein; Aboul Ella Hassanien; Aly A. Fahmy (AISI, 2017)

Moth-flame Optimization Based Segmentation for MRI Liver Images. - Shereen Said; Abdalla Mostafa; Essam H. Houssein; Aboul Ella Hassanien; Hesham A. Hefny (AISI, 2017)

Forecast of wind speed based on whale optimization algorithm. - Sarah Osama; Essam H. Houssein; Aboul Ella Hassanien; Aly A. Fahmy (IML, 2017)

EEG signals classification for epileptic detection: a review. - Essam H. Houssein; Aboul Ella Hassanien; Alaa A. K. Ismaeel (ICC, 2017)

Increasing the hiding capacity in image steganography using Braille code. - Mona A. S. Ali; Essam H. Houssein; Noha A. Eldemerdash; Aboul Ella Hassanien (Int. J. Intell. Eng. Informatics, 2017)

ECG signals classification: a review. - Essam H. Houssein; Moataz Kilany; Aboul Ella Hassanien (Int. J. Intell. Eng. Informatics, 2017)

Chaotic Bird Swarm Optimization Algorithm. - Fatma Helmy Ismail; Essam H. Houssein; Aboul Ella Hassanien (AISI, 2018)

Color Image Segmentation of Fishes with Complex Background in Water. - Ahmed M. Abdeldaim; Essam H. Houssein; Aboul Ella Hassanien (AMLTA, 2018)

Hybrid Grasshopper Optimization Algorithm and Support Vector Machines for Automatic Seizure Detection in EEG Signals. - Asmaa Hamad; Essam H. Houssein; Aboul Ella Hassanien; Aly A. Fahmy (AMLTA, 2018)

MOGOA algorithm for constrained and unconstrained multi-objective optimization problems. - Alaa Tharwat; Essam H. Houssein; Mohammed M. Ahmed; Aboul Ella Hassanien; Thomas Gabel (Appl. Intell., 2018)

Intelligent human emotion recognition based on elephant herding optimization tuned support vector regression. - Aboul Ella Hassanien; Moataz Kilany; Essam H. Houssein; Hameed Al-Qaheri (Biomed. Signal Process. Control., 2018)

Combining Support Vector Machine and Elephant Herding Optimization for Cardiac Arrhythmias. - Aboul Ella Hassanien; Moataz Kilany; Essam H. Houssein (CoRR, 2018)

Parallel Whale Optimization Algorithm for Solving Constrained and Unconstrained Optimization Problems. - Amr M. Sauber; Mohammed M. Nasef; Essam H. Houssein; Aboul Ella Hassanien (CoRR, 2018)

Improved grasshopper optimization algorithm using opposition-based learning. - Ahmed A. Ewees; Mohamed E. Abd Elaziz; Essam H. Houssein (Expert Syst. Appl., 2018)

Enhanced Elephant Herding Optimization for Global Optimization. - Alaa A. K. Ismaeel; Islam A. Elshaarawy; Essam H. Houssein; Fatma Helmy Ismail; Aboul Ella Hassanien (IEEE Access, 2019)

Henry gas solubility optimization: A novel physics-based algorithm. - Fatma A. Hashim; Essam H. Houssein; Mai S. Mabrouk; Walid Al-Atabany; Seyedali Mirjalili (Future Gener. Comput. Syst., 2019)

Salp Swarm Algorithm for Node Localization in Wireless Sensor Networks. - Huthaifa Mohammed Kanoosh; Essam H. Houssein; Mazen Mohamed Selim (J. Comput. Networks Commun., 2019)

Particle Swarm Optimization-Enhanced Twin Support Vector Regression for Wind Speed Forecasting. - Essam H. Houssein (J. Intell. Syst., 2019)

Maximizing lifetime of large-scale wireless sensor networks using multi-objective whale optimization algorithm. - Mohammed M. Ahmed; Essam H. Houssein; Aboul Ella Hassanien; Ayman Taha; Ehab Ezat Hassanien (Telecommun. Syst., 2019)

Optimal Sink Node Placement in Large Scale Wireless Sensor Networks Based on Harris' Hawk Optimization Algorithm. - Essam H. Houssein; Mohammed R. Saad; Kashif Hussain 001; William Zhu 001; Hassan Shaban; M. Hassaballah 001 (IEEE Access, 2020)

Nature-Inspired Optimization Algorithms for Text Document Clustering - A Comprehensive Analysis. - Laith Mohammad Abualigah; Amir H. Gandomi; Mohamed Abd El Aziz 001; Abdelazim G. Hussien; Ahmad M. Khasawneh; Mohammad Alshinwan; Essam H. Houssein (Algorithms, 2020)

A novel hybrid Harris hawks optimization and support vector machines for drug design and discovery. - Essam H. Houssein; Mosa E. Hosney; Diego Oliva; Waleed M. Mohamed; M. Hassaballah 001 (Comput. Chem. Eng., 2020)

Classification with Quantum Machine Learning: A Survey. - Zainab Abohashima; Mohamed Elhoseny; Essam H. Houssein; Waleed M. Mohamed (CoRR, 2020)

Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems. - Essam H. Houssein; Mohammed R. Saad; Fatma A. Hashim; Hassan Shaban; M. Hassaballah 001 (Eng. Appl. Artif. Intell., 2020)

An efficient henry gas solubility optimization for feature selection. - Nabil Neggaz; Essam H. Houssein; Kashif Hussain 001 (Expert Syst. Appl., 2020)

Bio-CAPTCHA Voice-Based Authentication Technique for Better Security and Usability in Cloud Computing. - Omar Ahmed Hedaia; Ahmed Shawish; Essam H. Houssein; Hala Helmy Zayed (Int. J. Serv. Sci. Manag. Eng. Technol., 2020)

A modified Henry gas solubility optimization for solving motif discovery problem. - Fatma A. Hashim; Essam H. Houssein; Kashif Hussain 001; Mai S. Mabrouk; Walid Al-Atabany (Neural Comput. Appl., 2020)

Recent Methodology-Based Gradient-Based Optimizer for Economic Load Dispatch Problem. - Sanchari Deb; Diaa Salama Abd Elminaam; Mokhtar Said; Essam H. Houssein (IEEE Access, 2021)

Performance of Turbulent Flow of Water Optimization on Economic Load Dispatch Problem. - Sanchari Deb; Essam H. Houssein; Mokhtar Said; Diaa Salama Abd Elminaam (IEEE Access, 2021)

CoAID-DEEP: An Optimized Intelligent Framework for Automated Detecting COVID-19 Misleading Information on Twitter. - Diaa Salama Abd Elminaam; Fatma Helmy Ismail; Mohamed Taha; Ahmed Taha; Essam H. Houssein; Ayman Nabil (IEEE Access, 2021)

An Efficient Marine Predators Algorithm for Feature Selection. - Diaa Salama Abd Elminaam; Ayman Nabil; Shimaa A. Ibraheem; Essam H. Houssein (IEEE Access, 2021)

Turbulent Flow of Water-Based Optimization Using New Objective Function for Parameter Extraction of Six Photovoltaic Models. - Diaa Salama Abd Elminaam; Mokhtar Said; Essam H. Houssein (IEEE Access, 2021)

Solving Multi-Objective Problems Using Bird Swarm Algorithm. - Essam H. Houssein; Mohammed M. Ahmed; Mohamed E. Abd Elaziz; Ahmed A. Ewees; Rania M. Ghoniem (IEEE Access, 2021)

A Hybrid Barnacles Mating Optimizer Algorithm With Support Vector Machines for Gene Selection of Microarray Cancer Classification. - Essam H. Houssein; Diaa Salama Abd Elminaam; Hager N. Hassan; Mustafa M. Al-Sayed; Emad Nabil (IEEE Access, 2021)

A Hybrid Heartbeats Classification Approach Based on Marine Predators Algorithm and Convolution Neural Networks. - Essam H. Houssein; Diaa Salama Abd Elminaam; Ibrahim Elsayed Ibrahim; Mahmoud Hassaballah; Yaser Maher Wazery (IEEE Access, 2021)

An Improved Tunicate Swarm Algorithm for Global Optimization and Image Segmentation. - Essam H. Houssein; Bahaa El-din Helmy; Ahmed A. Elngar; Diaa Salama Abd Elminaam; Hassan Shaban (IEEE Access, 2021)

Machine Learning Techniques for Biomedical Natural Language Processing: A Comprehensive Review. - Essam H. Houssein; Rehab E. Mohamed; Abdelmgeid A. Ali (IEEE Access, 2021)

Gradient-Based Optimizer for Parameter Extraction in Photovoltaic Models. - Alaa A. K. Ismaeel; Essam H. Houssein; Diego Oliva; Mokhtar Said (IEEE Access, 2021)

An Efficient Slime Mould Algorithm Combined With K-Nearest Neighbor for Medical Classification Tasks. - Yaser Maher Wazery; Eman Saber; Essam H. Houssein; Abdelmgeid A. Ali; Eslam Amer (IEEE Access, 2021)

Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems. - Fatma A. Hashim; Kashif Hussain 001; Essam H. Houssein; Mai S. Mabrouk; Walid Al-Atabany (Appl. Intell., 2021)

An efficient Manta Ray Foraging Optimization algorithm for parameter extraction of three-diode photovoltaic model. - Essam H. Houssein; Gamela Nageh Zaki; Ahmed A. Zaki Diab; Eman M. G. Younis (Comput. Electr. Eng., 2021)

Hybrid quantum convolutional neural networks model for COVID-19 prediction using chest X-Ray images. - Essam H. Houssein; Zainab Abohashima; Mohamed Elhoseny; Waleed M. Mohamed (CoRR, 2021)

An improved Manta ray foraging optimizer for cost-effective emission dispatch problems. - Mohamed H. Hassan; Essam H. Houssein; Mohamed A. Mahdy; Salah Kamel (Eng. Appl. Artif. Intell., 2021)

An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification. - Essam H. Houssein; Bahaa El-din Helmy; Hegazy Rezk; Ahmed M. Nassef (Eng. Appl. Artif. Intell., 2021)

MOSOA: A new multi-objective seagull optimization algorithm. - Gaurav Dhiman; Krishna Kant Singh; Mukesh Soni; Atulya Nagar; Mohammad Dehghani; Adam Slowik; Amandeep Kaur; Ashutosh Sharma; Essam H. Houssein; Korhan Cengiz (Expert Syst. Appl., 2021)

An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm. - Essam H. Houssein; Marwa M. Emam; Abdelmgeid A. Ali (Expert Syst. Appl., 2021)

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review. - Essam H. Houssein; Marwa M. Emam; Abdelmgeid A. Ali; Ponnuthurai Nagaratnam Suganthan (Expert Syst. Appl., 2021)

A novel Black Widow Optimization algorithm for multilevel thresholding image segmentation. - Essam H. Houssein; Bahaa El-din Helmy; Diego Oliva; Ahmed A. Elngar; Hassan Shaban (Expert Syst. Appl., 2021)

An efficient ECG arrhythmia classification method based on Manta ray foraging optimization. - Essam H. Houssein; Ibrahim Elsayed Ibrahim; Nabil Neggaz; Mahmoud Hassaballah; Yaser Maher Wazery (Expert Syst. Appl., 2021)

Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems. - Essam H. Houssein; Mohamed A. Mahdy; Maude J. Blondin; Doaa Shebl; Waleed M. Mohamed (Expert Syst. Appl., 2021)

A modified Marine Predator Algorithm based on opposition based learning for tracking the global MPP of shaded PV system. - Essam H. Houssein; Mohamed A. Mahdy; Ahmed Fathy; Hegazy Rezk (Expert Syst. Appl., 2021)

An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection. - Kashif Hussain 001; Nabil Neggaz; William Zhu 001; Essam H. Houssein (Expert Syst. Appl., 2021)

Development and application of evaporation rate water cycle algorithm for optimal coordination of directional overcurrent relays. - Ahmed Korashy; Salah Kamel; Essam H. Houssein; Francisco Jurado 002; Fatma A. Hashim (Expert Syst. Appl., 2021)

Data Reduction Model for Balancing Indexing and Securing Resources in the Internet-of-Things Applications. - Mina Younan; Mohamed Elhoseny; Abdelmgeid A. Ali; Essam H. Houssein (IEEE Internet Things J., 2021)

An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation. - Essam H. Houssein; Kashif Hussain 001; Laith Mohammad Abualigah; Mohamed E. Abd Elaziz; Waleed Alomoush; Gaurav Dhiman; Youcef Djenouri; Erik Cuevas (Knowl. Based Syst., 2021)

Assess deep learning models for Egyptian exchange prediction using nonlinear artificial neural networks. - Essam H. Houssein; Mahmoud Dirar; Kashif Hussain 001; Waleed M. Mohamed (Neural Comput. Appl., 2021)

Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images. - Essam H. Houssein; Marwa M. Emam; Abdelmgeid A. Ali (Neural Comput. Appl., 2021)

Enhanced Harris hawks optimization with genetic operators for selection chemical descriptors and compounds activities. - Essam H. Houssein; Nabil Neggaz; Mosa E. Hosney; Waleed M. Mohamed; M. Hassaballah 001 (Neural Comput. Appl., 2021)

An efficient Equilibrium Optimizer for parameters identification of photovoltaic modules. - Essam H. Houssein; Gamela Nageh Zaki; Mohamed Abd Elaziz 001; Eman M. G. Younis (PeerJ Comput. Sci., 2021)

Performance analysis for similarity data fusion model for enabling time series indexing in internet of things applications. - Mina Younan; Essam H. Houssein; Mohamed Elhoseny; Abd El-mageid Ali (PeerJ Comput. Sci., 2021)

Task Scheduling in Cloud Computing based on Meta-heuristics: Review, Taxonomy, Open Challenges, and Future Trends. - Essam H. Houssein; Ahmed G. Gad; Yaser Maher Wazery; Ponnuthurai Nagaratnam Suganthan (Swarm Evol. Comput., 2021)

An Efficient Chaotic Gradient-Based Optimizer for Feature Selection. - Diaa Salama Abd Elminaam; Shimaa Abdallah Ibrahim; Essam H. Houssein; Salah M. El-Sayed (IEEE Access, 2022)

A Novel Gradient Based Optimizer for Solving Unit Commitment Problem. - Mokhtar Said; Essam H. Houssein; Sanchari Deb; Amel Ali Alhussan; Rania M. Ghoniem (IEEE Access, 2022)

Economic Load Dispatch Problem Based on Search and Rescue Optimization Algorithm. - Mokhtar Said; Essam H. Houssein; Sanchari Deb; Rania M. Ghoniem; Abeer Galal Elsayed (IEEE Access, 2022)

An efficient multi-thresholding based COVID-19 CT images segmentation approach using an improved equilibrium optimizer. - Essam H. Houssein; Bahaa El-din Helmy; Diego Oliva; Pradeep Jangir; M. Premkumar 001; Ahmed A. Elngar; Hassan Shaban (Biomed. Signal Process. Control., 2022)

An efficient image segmentation method for skin cancer imaging using improved golden jackal optimization algorithm. - Essam H. Houssein; Doaa A. Abdelkareem; Marwa M. Emam; Mohamed Abdel Hameed; Mina Younan (Comput. Biol. Medicine, 2022)

An agent-based transmission model of COVID-19 for re-opening policy design. - Alma Rodríguez; Erik Cuevas; Daniel Zaldivar 001; Bernardo Morales-Castañeda; Ram Sarkar; Essam H. Houssein (Comput. Biol. Medicine, 2022)

An Efficient Binary Harris Hawks Optimization based on Quantum SVM for Cancer Classification Tasks. - Essam H. Houssein; Zainab Abohashima; Mohamed Elhoseny; Waleed M. Mohamed (CoRR, 2022)

An improved marine predators algorithm for the optimal design of hybrid renewable energy systems. - Essam H. Houssein; Ibrahim Elsayed Ibrahim; Mohammed Kharrich; Salah Kamel (Eng. Appl. Artif. Intell., 2022)

A modified adaptive guided differential evolution algorithm applied to engineering applications. - Essam H. Houssein; Hegazy Rezk; Ahmed Fathy; Mohamed A. Mahdy; Ahmed M. Nassef (Eng. Appl. Artif. Intell., 2022)

Hybrid intelligent framework for automated medical learning. - Asma Belhadi; Youcef Djenouri; Vicente García-Díaz; Essam H. Houssein; Jerry Chun-Wei Lin (Expert Syst. J. Knowl. Eng., 2022)

Sensor data fusion for the industrial artificial intelligence of things. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Essam H. Houssein; Jerry Chun-Wei Lin (Expert Syst. J. Knowl. Eng., 2022)

Predicting the concentration of sulfate using machine learning methods. - Hichem Tahraoui; Abd-Elmouneïm Belhadj; Abdeltif Amrane; Essam H. Houssein (Earth Sci. Informatics, 2022)

An improved seagull optimization algorithm for optimal coordination of distance and directional over-current relays. - Mohamed Abdelhamid 001; Essam H. Houssein; Mohamed A. Mahdy; Ali Selim; Salah Kamel (Expert Syst. Appl., 2022)

Machine learning in the quantum realm: The state-of-the-art, challenges, and future vision. - Essam H. Houssein; Zainab Abohashima; Mohamed Elhoseny; Waleed M. Mohamed (Expert Syst. Appl., 2022)

Self-adaptive Equilibrium Optimizer for solving global, combinatorial, engineering, and Multi-Objective problems. - Essam H. Houssein; Emre Çelik; Mohamed A. Mahdy; Rania M. Ghoniem (Expert Syst. Appl., 2022)

An automatic arrhythmia classification model based on improved Marine Predators Algorithm and Convolutions Neural Networks. - Essam H. Houssein; M. Hassaballah 001; Ibrahim Elsayed Ibrahim; Diaa Salama Abd Elminaam; Yaser Maher Wazery (Expert Syst. Appl., 2022)

An efficient slime mould algorithm for solving multi-objective optimization problems. - Essam H. Houssein; Mohamed A. Mahdy; Doaa Shebl; Awais Manzoor; Ram Sarkar; Waleed M. Mohamed (Expert Syst. Appl., 2022)

Centroid mutation-based Search and Rescue optimization algorithm for feature selection and classification. - Essam H. Houssein; Eman Saber; Abdelmgeid A. Ali; Yaser Maher Wazery (Expert Syst. Appl., 2022)

Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems. - Thaer Thaher; Hamouda Chantar 001; Jingwei Too; Majdi M. Mafarja; Hamza Turabieh; Essam H. Houssein (Expert Syst. Appl., 2022)

Hybridizing salp swarm algorithm with particle swarm optimization algorithm for recent optimization functions. - Narinder Singh; S. B. Singh; Essam H. Houssein (Evol. Intell., 2022)

Hybrid quantum-classical convolutional neural network model for COVID-19 prediction using chest X-ray images. - Essam H. Houssein; Zainab Abohashima; Mohamed Elhoseny; Waleed M. Mohamed (J. Comput. Des. Eng., 2022)

Honey Badger Algorithm: New metaheuristic algorithm for solving optimization problems. - Fatma A. Hashim; Essam H. Houssein; Kashif Hussain 001; Mai S. Mabrouk; Walid Al-Atabany (Math. Comput. Simul., 2022)

Boosting Marine Predators Algorithm by Salp Swarm Algorithm for Multilevel Thresholding Image Segmentation. - Laith Abualigah; Nada Khalil Al-Okbi; Mohamed Abd Elaziz 001; Essam H. Houssein (Multim. Tools Appl., 2022)

Influence of energy storage device on load frequency control of an interconnected dual-area thermal and solar photovoltaic power system. - Emre Çelik; Nihat Öztürk; Essam H. Houssein (Neural Comput. Appl., 2022)

An enhanced equilibrium optimizer for strategic planning of PV-BES units in radial distribution systems considering time-varying demand. - Ahmad Eid; Salah Kamel; Essam H. Houssein (Neural Comput. Appl., 2022)

An efficient equilibrium optimizer with support vector regression for stock market prediction. - Essam H. Houssein; Mahmoud Dirar; Laith Mohammad Abualigah; Waleed M. Mohamed (Neural Comput. Appl., 2022)

An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm. - Essam H. Houssein; Marwa M. Emam; Abdelmgeid A. Ali (Neural Comput. Appl., 2022)

Human emotion recognition from EEG-based brain-computer interface using machine learning: a comprehensive review. - Essam H. Houssein; Asmaa Hammad; Abdelmgeid A. Ali (Neural Comput. Appl., 2022)

An efficient orthogonal opposition-based learning slime mould algorithm for maximum power point tracking. - Essam H. Houssein; Bahaa El-din Helmy; Hegazy Rezk; Ahmed M. Nassef (Neural Comput. Appl., 2022)

Fuzzy Clustering Algorithm Based on Improved Global Best-Guided Artificial Bee Colony with New Search Probability Model for Image Segmentation. - Waleed Alomoush; Osama Ahmed Khashan; Ayat Alrosan; Essam H. Houssein; Hani Attar; Mohammed Alweshah; Fuad Alhosban (Sensors, 2022)

Evaluating Ensemble Learning Methods for Multi-Modal Emotion Recognition Using Sensor Data Fusion. - Eman M. G. Younis; Someya Mohsen Zaki; Eiman Kanjo; Essam H. Houssein (Sensors, 2022)

An efficient improved African vultures optimization algorithm with dimension learning hunting for traveling salesman and large-scale optimization applications. - Narinder Singh; Essam H. Houssein; Seyedali Mirjalili; Yankai Cao; Ganeshsree Selvachandran (Int. J. Intell. Syst., 2022)

A modified reptile search algorithm for global optimization and image segmentation: Case study brain MRI images. - Marwa M. Emam; Essam H. Houssein; Rania M. Ghoniem (Comput. Biol. Medicine, 2023)

Boosted sooty tern optimization algorithm for global optimization and feature selection. - Essam H. Houssein; Diego Oliva; Emre Çelik; Marwa M. Emam; Rania M. Ghoniem (Expert Syst. Appl., 2023)

HSSAHHO: a novel hybrid Salp Swarm-Harris Hawks optimization algorithm for complex engineering problems. - Narinder Singh; Essam H. Houssein; S. B. Singh; Gaurav Dhiman (J. Ambient Intell. Humaniz. Comput., 2023)

An efficient discrete rat swarm optimizer for global optimization and feature selection in chemoinformatics. - Essam H. Houssein; Mosa E. Hosney; Diego Oliva; Eman M. G. Younis; Abdelmgeid A. Ali; Waleed M. Mohamed (Knowl. Based Syst., 2023)

Improved load frequency control of interconnected power systems using energy storage devices and a new cost function. - Emre Çelik; Nihat Öztürk; Essam H. Houssein (Neural Comput. Appl., 2023)

Optimal allocation strategy of photovoltaic- and wind turbine-based distributed generation units in radial distribution networks considering uncertainty. - Mansur Khasanov; Salah Kamel; Essam H. Houssein; Claudia Rahmann; Fatma A. Hashim (Neural Comput. Appl., 2023)

An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification. - Majdi M. Mafarja; Thaer Thaher; Jingwei Too; Hamouda Chantar 001; Hamza Turabieh; Essam H. Houssein; Marwa M. Emam (Neural Comput. Appl., 2023)

An efficient multi-objective gorilla troops optimizer for minimizing energy consumption of large-scale wireless sensor networks. - Essam H. Houssein; Mohammed R. Saad; Abdelmgeid A. Ali; Hassan Shaban (Expert Syst. Appl., 2023)

Development and application of equilibrium optimizer for optimal power flow calculation of power system. - Essam H. Houssein; Mohamed H. Hassan; Mohamed A. Mahdy; Salah Kamel (Appl. Intell., 2023)

A modified weighted mean of vectors optimizer for Chronic Kidney disease classification. - Essam H. Houssein; Awny Sayed (Comput. Biol. Medicine, 2023)

Fuzzy-based hunger games search algorithm for global optimization and feature selection using medical data. - Essam H. Houssein; Mosa E. Hosney; Waleed M. Mohamed; Abdelmgeid A. Ali; Eman M. G. Younis (Neural Comput. Appl., 2023)

Optimizing the distributed generators integration in electrical distribution networks: efficient modified forensic-based investigation. - Mohamed A. Tolba; Essam H. Houssein; Ayman A. Eisa; Fatma A. Hashim (Neural Comput. Appl., 2023)

Modified Lévy flight distribution algorithm for global optimization and parameters estimation of modified three-diode photovoltaic model. - Essam H. Houssein; Mohamed H. Hassan; Salah Kamel; Kashif Hussain 001; Fatma A. Hashim (Appl. Intell., 2023)

Optimized deep learning architecture for brain tumor classification using improved Hunger Games Search Algorithm. - Marwa M. Emam; Nagwan M. Abdel Samee; Mona Jamjoom; Essam H. Houssein (Comput. Biol. Medicine, 2023)

Squirrel search algorithm applied to effective estimation of solar PV model parameters: a real-world practice. - Dinçer Maden; Emre Çelik; Essam H. Houssein; Gulshan Sharma (Neural Comput. Appl., 2023)

Modified orca predation algorithm: developments and perspectives on global optimization and hybrid energy systems. - Marwa M. Emam; Hoda Abd El-Sattar; Essam H. Houssein; Salah Kamel (Neural Comput. Appl., 2023)

Intelligent Graph Convolutional Neural Network for Road Crack Detection. - Youcef Djenouri; Asma Belhadi; Essam H. Houssein; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Trans. Intell. Transp. Syst., 2023)

Boosted federated learning based on improved Particle Swarm Optimization for healthcare IoT devices. - Essam H. Houssein; Awny Sayed (Comput. Biol. Medicine, 2023)

Dynamic Coati Optimization Algorithm for Biomedical Classification Tasks. - Essam H. Houssein; Nagwan M. Abdel Samee; Noha F. Mahmoud; Kashif Hussain 001 (Comput. Biol. Medicine, 2023)

Liver Cancer Algorithm: A novel bio-inspired optimizer. - Essam H. Houssein; Diego Oliva; Nagwan M. Abdel Samee; Noha F. Mahmoud; Marwa M. Emam (Comput. Biol. Medicine, 2023)

Self-adaptive moth flame optimizer combined with crossover operator and Fibonacci search strategy for COVID-19 CT image segmentation. - Saroj Kumar Sahoo; Essam H. Houssein; M. Premkumar 001; Apu Kumar Saha; Marwa M. Emam (Expert Syst. Appl., 2023)

Soft computing techniques for biomedical data analysis: open issues and challenges. - Essam H. Houssein; Mosa E. Hosney; Marwa M. Emam; Eman M. G. Younis; Abdelmgeid A. Ali; Waleed M. Mohamed (Artif. Intell. Rev., 2023)

Elite-based feedback boosted artificial rabbits-inspired optimizer with mutation and adaptive group: a case study of degree reduction for ball NURBS curves. - Gang Hu 002; Wenlong Jing; Essam H. Houssein (Soft Comput., 2023)

Multiple Strategies Boosted Orca Predation Algorithm for Engineering Optimization Problems. - Essam H. Houssein; Mohammed R. Saad; Abdelmgeid A. Ali; Hassan Shaban (Int. J. Comput. Intell. Syst., 2023)

Dynamic Social Particle Swarm Optimization For Automatic Clustering. - Hamida Amdouni; Ghaith Manita; Diego Oliva; Essam H. Houssein; Ouajdi Korbaa; Saúl Zapotecas Martínez (KES, 2024)

Performance of Snow Ablation Optimization for Solving Optimum Allocation of Generator Units. - Alaa A. K. Ismaeel; Essam H. Houssein; Doaa Sami Khafaga; Eman Abdullah Aldakheel; Ahmed S. Abd-Elrazek; Mokhtar Said (IEEE Access, 2024)

SDO: A novel sled dog-inspired optimizer for solving engineering problems. - Gang Hu 002; Mao Cheng; Essam H. Houssein; Abdelazim G. Hussien; Laith Abualigah (Adv. Eng. Informatics, 2024)

An adaptive enhanced human memory algorithm for multi-level image segmentation for pathological lung cancer images. - Mahmoud Abdel-Salam; Essam H. Houssein; Marwa M. Emam; Nagwan M. Abdel Samee; Mona M. Jamjoom; Gang Hu 002 (Comput. Biol. Medicine, 2024)

Optimizing cancer diagnosis: A hybrid approach of genetic operators and Sinh Cosh Optimizer for tumor identification and feature gene selection. - Marwa M. Emam; Essam H. Houssein; Nagwan M. Abdel Samee; Amal Khalifa Alkhalifa; Mosa E. Hosney (Comput. Biol. Medicine, 2024)

Efficient bladder cancer diagnosis using an improved RIME algorithm with Orthogonal Learning. - Mosa E. Hosney; Essam H. Houssein; Mohammed R. Saad; Nagwan M. Abdel Samee; Mona M. Jamjoom; Marwa M. Emam (Comput. Biol. Medicine, 2024)

An efficient improved parrot optimizer for bladder cancer classification. - Essam H. Houssein; Marwa M. Emam; Waleed Alomoush; Nagwan M. Abdel Samee; Mona M. Jamjoom; Rui Zhong; Krishna Gopal Dhal (Comput. Biol. Medicine, 2024)

An enhanced Coati Optimization Algorithm for global optimization and feature selection in EEG emotion recognition. - Essam H. Houssein; Asmaa Hammad; Marwa M. Emam; Abdelmgeid A. Ali (Comput. Biol. Medicine, 2024)

DRPSO:A multi-strategy fusion particle swarm optimization algorithm with a replacement mechanisms for colon cancer pathology image segmentation. - Gang Hu 002; Yixuan Zheng; Essam H. Houssein; Guo Wei 004 (Comput. Biol. Medicine, 2024)

Breast cancer diagnosis using optimized deep convolutional neural network based on transfer learning technique and improved Coati optimization algorithm. - Marwa M. Emam; Essam H. Houssein; Nagwan M. Abdel Samee; Manal Abdullah Alohali; Mosa E. Hosney (Expert Syst. Appl., 2024)

Improved Kepler Optimization Algorithm for enhanced feature selection in liver disease classification. - Essam H. Houssein; Nada Abdalkarim; Nagwan M. Abdel Samee; Maali Alabdulhafith; Ebtsam Mohamed (Knowl. Based Syst., 2024)

Handling the balance of operators in evolutionary algorithms through a weighted Hill Climbing approach. - Erick Rodríguez-Esparza; Bernardo Morales-Castañeda; Ángel Casas-Ordaz; Diego Oliva; Mario A. Navarro; Arturo Valdivia; Essam H. Houssein (Knowl. Based Syst., 2024)

Multi-objective quasi-reflection learning and weight strategy-based moth flame optimization algorithm. - Saroj Kumar Sahoo; M. Premkumar 001; Apu Kumar Saha; Essam H. Houssein; Saurabh Wanjari; Marwa M. Emam (Neural Comput. Appl., 2024)

Corrigendum to "Task Scheduling in Cloud Computing based on Meta-heuristics: Review, Taxonomy, Open Challenges, and Future Trends" [Swarm and Evolutionary Computation, Volume 62 (April 2021), 100841]. - Essam H. Houssein; Ahmed G. Gad; Yaser Maher Wazery; Ponnuthurai Nagaratnam Suganthan (Swarm Evol. Comput., 2024)

Optimizing feedforward neural networks using a modified weighted mean of vectors: Case study chemical datasets. - Essam H. Houssein; Mosa E. Hosney; Marwa M. Emam; Diego Oliva; Eman M. G. Younis; Abdelmgeid A. Ali; Waleed M. Mohamed (Swarm Evol. Comput., 2024)

GSRPSO: A multi-strategy integrated particle swarm algorithm for multi-threshold segmentation of real cervical cancer images. - Gang Hu 002; Yixuan Zheng; Essam H. Houssein; Guo Wei 004 (Swarm Evol. Comput., 2024)

Damping-Assisted Evolutionary Swarm Intelligence for Industrial IoT Task Scheduling in Cloud Computing. - Ahmed G. Gad; Essam H. Houssein; MengChu Zhou; Ponnuthurai Nagaratnam Suganthan; Yaser Maher Wazery (IEEE Internet Things J., 2024)

A new robust modified capuchin search algorithm for the optimum amalgamation of DSTATCOM in power distribution networks. - Mohamed A. Tolba; Essam H. Houssein; Mohammed Hamouda Ali; Fatma A. Hashim (Neural Comput. Appl., 2024)

Accurate multilevel thresholding image segmentation via oppositional Snake Optimization algorithm: Real cases with liver disease. - Essam H. Houssein; Nada Abdalkarim; Kashif Hussain 001; Ebtsam Mohamed (Comput. Biol. Medicine, 2024)

Hybrid Henry gas solubility optimization and the equilibrium optimizer for feature selection: real cases with Twitter spam detection. - Khaoula Zineb Legoui; Sofiane Maza; Abdelouahab Attia; Essam H. Houssein (Knowl. Inf. Syst., 2024)

An enhanced chameleon swarm algorithm for global optimization and multi-level thresholding medical image segmentation. - Reham R. Mostafa; Essam H. Houssein; Abdelazim G. Hussien; Birmohan Singh; Marwa M. Emam (Neural Comput. Appl., 2024)

Improving speed control characteristics of PMDC motor drives using nonlinear PI control. - Emre Çelik; Güngör Bal; Nihat Öztürk; Erdal Bekiroglu; Essam H. Houssein; Cemil Ocak; Gulshan Sharma (Neural Comput. Appl., 2024)

Machine learning for human emotion recognition: a comprehensive review. - Eman M. G. Younis; Someya Mohsen Zaki; Essam H. Houssein; Osman Ali Sadek Ibrahim (Neural Comput. Appl., 2024)

Correction: Machine learning for human emotion recognition: a comprehensive review. - Eman M. G. Younis; Someya Mohsen Zaki; Essam H. Houssein; Osman Ali Sadek Ibrahim (Neural Comput. Appl., 2024)

Integrating metaheuristics and artificial intelligence for healthcare: basics, challenging and future directions. - Essam H. Houssein; Eman Saber; Abdelmgeid A. Ali; Yaser Maher Wazery (Artif. Intell. Rev., 2024)

An arithmetic and geometric mean-based multi-objective moth-flame optimization algorithm. - Saroj Kumar Sahoo; Apu Kumar Saha; Essam H. Houssein; M. Premkumar 001; Salpa Reang; Marwa M. Emam (Clust. Comput., 2024)

Joint opposite selection enhanced Mountain Gazelle Optimizer for brain stroke classification. - Waleed Alomoush; Essam H. Houssein; Ayat Alrosan; Alaa Abd-Alrazaq; Mohammed Alweshah; Mohammad Alshinwan (Evol. Intell., 2024)

An enhanced sea-horse optimizer for solving global problems and cluster head selection in wireless sensor networks. - Essam H. Houssein; Mohammed R. Saad; Emre Çelik; Gang Hu 002; Abdelmgeid A. Ali; Hassan Shaban (Clust. Comput., 2024)

A modified Runge-Kutta optimization for optimal photovoltaic and battery storage allocation under uncertainty and load variation. - Ali Selim; Salah Kamel; Essam H. Houssein; Francisco Jurado 002; Fatma A. Hashim (Soft Comput., 2024)

An efficient improved exponential distribution optimizer: application to the global, engineering and combinatorial optimization problems. - Essam H. Houssein; Mahmoud Khalaf Saeed; Gang Hu 002; Mustafa M. Al-Sayed (Clust. Comput., 2024)

Ameliorated Fick's law algorithm based multi-threshold medical image segmentation. - Gang Hu 002; Feng Zhao; Abdelazim G. Hussien; Jingyu Zhong; Essam H. Houssein (Artif. Intell. Rev., 2024)

Internet of Things in Smart Cities: Comprehensive Review, Open Issues, and Challenges. - Essam H. Houssein; Mahmoud A. Othman; Waleed M. Mohamed; Mina Younan (IEEE Internet Things J., 2024)

An adaptive snow ablation-inspired particle swarm optimization with its application in geometric optimization. - Gang Hu 002; Yuxuan Guo; Weiguo Zhao 001; Essam H. Houssein (Artif. Intell. Rev., 2024)

An effective multiclass skin cancer classification approach based on deep convolutional neural network. - Essam H. Houssein; Doaa A. Abdelkareem; Gang Hu 002; Mohamed Abdel Hameed; Ibrahim A. Ibrahim; Mina Younan (Clust. Comput., 2024)

An improved honey badger algorithm for global optimization and multilevel thresholding segmentation: real case with brain tumor images. - Essam H. Houssein; Marwa M. Emam; Narinder Singh; Nagwan M. Abdel Samee; Maali Alabdulhafith; Emre Çelik (Clust. Comput., 2024)

TFCNN-BiGRU with self-attention mechanism for automatic human emotion recognition using multi-channel EEG data. - Essam H. Houssein; Asmaa Hammad; Nagwan M. Abdel Samee; Manal Abdullah Alohali; Abdelmgeid A. Ali (Clust. Comput., 2024)

Nature inspired optimization algorithms for medical image segmentation: a comprehensive review. - Essam H. Houssein; Gaber M. Mohamed; Youcef Djenouri; Yaser Maher Wazery; Ibrahim A. Ibrahim (Clust. Comput., 2024)

Metaheuristic algorithms and their applications in wireless sensor networks: review, open issues, and challenges. - Essam H. Houssein; Mohammed R. Saad; Youcef Djenouri; Gang Hu 002; Abdelmgeid A. Ali; Hassan Shaban (Clust. Comput., 2024)

Adapting transformer-based language models for heart disease detection and risk factors extraction. - Essam H. Houssein; Rehab E. Mohamed; Gang Hu 002; Abdelmgeid A. Ali (J. Big Data, 2024)

CMPSO: A novel co-evolutionary multigroup particle swarm optimization for multi-mission UAVs path planning. - Gang Hu 002; Mao Cheng; Essam H. Houssein; Heming Jia (Adv. Eng. Informatics, 2025)

Multi-objective differential evolution algorithm integrating a directional generation mechanism for multi-objective optimization problems. - Zhuoxuan Yuan; Haibin Ouyang; Steven Li; Essam H. Houssein; Nagwan M. Abdel Samee (Appl. Soft Comput., 2025)

EATHOA: Elite-evolved hiking algorithm for global optimization and precise multi-thresholding image segmentation in intracerebral hemorrhage images. - Mahmoud Abdel-Salam; Essam H. Houssein; Marwa M. Emam; Nagwan M. Abdel Samee; Farhad Soleimanian Gharehchopogh; Nebojsa Bacanin (Comput. Biol. Medicine, 2025)

Success History Adaptive Competitive Swarm Optimizer with Linear Population Reduction: Performance benchmarking and application in eye disease detection. - Rui Zhong; Zhongmin Wang; Abdelazim G. Hussien; Essam H. Houssein; Ibrahim AlShourbaji; Mohamed A. Elseify; Jun Yu 012 (Comput. Biol. Medicine, 2025)

Artificial hummingbird algorithm: Theory, variants, analysis, applications, and performance evaluation. - Buddhadev Sasmal; Arunita Das; Krishna Gopal Dhal; Ramesh Saha; Rebika Rai; Totan Bharasa; Essam H. Houssein (Comput. Sci. Rev., 2025)

Competitive dual-students using bi-level contrastive learning for semi-supervised medical image segmentation. - Gang Hu 002; Feng Zhao; Essam H. Houssein (Eng. Appl. Artif. Intell., 2025)

Computer-aided diagnosis system for predicting liver cancer disease using modified Genghis Khan Shark Optimizer algorithm. - Marwa M. Emam; Reham R. Mostafa; Essam H. Houssein (Expert Syst. Appl., 2025)

Enhanced crested ibis algorithm: Performance validation in benchmark functions, engineering problems, and application in brain tumor detection. - Rui Zhong; Abdelazim G. Hussien; Essam H. Houssein; Jun Yu 012 (Expert Syst. Appl., 2025)

IntelELM: A python framework for intelligent metaheuristic-based extreme learning machine. - Nguyen Van Thieu; Essam H. Houssein; Diego Oliva; Nguyen Duy Hung (Neurocomputing, 2025)

Particle swarm optimization for hybrid mutant slime mold: An efficient algorithm for solving the hyperparameters of adaptive Grey-Markov modified model. - Gang Hu 002; Sa Wang; Jiulong Zhang; Essam H. Houssein (Inf. Sci., 2025)

Integrated deep learning-based IRACE and convolutional neural networks for chest X-ray image classification. - Nagwan M. Abdel Samee; Essam H. Houssein; Eman Saber; Gang Hu 002; Mingjing Wang (Knowl. Based Syst., 2025)

Leveraging explainable artificial intelligence for emotional label prediction through health sensor monitoring. - Essam H. Houssein; Someya Mohsen Zaki; Marwa M. Emam; Nagwan M. Abdel Samee; Reem Ibrahim Alkanhel; Eman M. G. Younis (Clust. Comput., 2025)

Optimized deep learning architecture for predicting maximum temperatures in key Egyptian regions using hybrid genetic algorithm and mountain Gazelle optimizer. - Essam H. Houssein; Mahmoud Dirar; A. A. Khalil; Abdelmaged A. Ali; Waleed M. Mohamed (Artif. Intell. Rev., 2025)

Self-adaptive competitive swarm optimizer: a memetic approach for global optimization and human-powered aircraft design. - Rui Zhong; Zhongmin Wang; Ibrahem Al-Shourbaji; Essam H. Houssein; Pramod H. Kachare; Abdoh Jabbari; Raimund Kirner; Jun Yu 012 (Memetic Comput., 2025)

SFE-EANDS: a simple, normalized distance-based selectionfast, and efficient algorithm with external archive and normalized distance-based selection for high-dimensional feature selection. - Rui Zhong; Yang Cao; Essam H. Houssein; Jun Yu 012; Masaharu Munetomo (Clust. Comput., 2025)

Multi strategy Horned Lizard Optimization Algorithm for complex optimization and advanced feature selection problems. - Marwa M. Emam; Mosa E. Hosney; Reham R. Mostafa; Essam H. Houssein (J. Big Data, 2025)

An efficient enhanced exponential distribution optimizer: applications in global, engineering, and combinatorial optimization problems. - Marwa M. Emam; Mohammed R. Saad; Mina Younan; Essam H. Houssein (J. Big Data, 2025)

Multi-strategy enhanced marine predator algorithm: performance investigation and application in intrusion detection. - Zhongmin Wang; Yujun Zhang; Jun Yu 012; YuanYuan Gao; Guangwei Zhao; Essam H. Houssein; Rui Zhong (J. Big Data, 2025)

Dynamic multi-objective optimization using historical evolutionary learning with global alignment local descriptor matching and collaborative guidance. - Kaiquan Guan; Haibin Ouyang; Steven Li; Gaige Wang; Nagwan M. Abdel Samee; Essam H. Houssein (Expert Syst. Appl., 2026)