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ORCIDEssam H. Houssein
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2020 – today
- 2025
[j142]Gang Hu, Sa Wang, Jiulong Zhang, Essam H. Houssein:
Particle swarm optimization for hybrid mutant slime mold: An efficient algorithm for solving the hyperparameters of adaptive Grey-Markov modified model. Inf. Sci. 689: 121417 (2025)- 2024
- [j141]Alaa A. K. Ismaeel
, Essam H. Houssein, Doaa Sami Khafaga, Eman Abdullah Aldakheel, Ahmed S. Abd-Elrazek, Mokhtar Said:
Performance of Snow Ablation Optimization for Solving Optimum Allocation of Generator Units. IEEE Access 12: 17690-17707 (2024) - [j140]Gang Hu, Mao Cheng, Essam H. Houssein, Abdelazim G. Hussien, Laith Abualigah:
SDO: A novel sled dog-inspired optimizer for solving engineering problems. Adv. Eng. Informatics 62: 102783 (2024) - [j139]Essam H. Houssein, Eman Saber, Abdelmgeid A. Ali, Yaser Maher Wazery:
Integrating metaheuristics and artificial intelligence for healthcare: basics, challenging and future directions. Artif. Intell. Rev. 57(8): 205 (2024) - [j138]Gang Hu, Feng Zhao, Abdelazim G. Hussien, Jingyu Zhong, Essam H. Houssein:
Ameliorated Fick's law algorithm based multi-threshold medical image segmentation. Artif. Intell. Rev. 57(11): 302 (2024) - [j137]Gang Hu, Yuxuan Guo, Weiguo Zhao, Essam H. Houssein:
An adaptive snow ablation-inspired particle swarm optimization with its application in geometric optimization. Artif. Intell. Rev. 57(12): 332 (2024) - [j136]Essam H. Houssein, Nada Abdalkarim, Kashif Hussain, Ebtsam Mohamed:
Accurate multilevel thresholding image segmentation via oppositional Snake Optimization algorithm: Real cases with liver disease. Comput. Biol. Medicine 169: 107922 (2024) - [j135]Essam H. Houssein, Asmaa Hammad, Marwa M. Emam, Abdelmgeid A. Ali:
An enhanced Coati Optimization Algorithm for global optimization and feature selection in EEG emotion recognition. Comput. Biol. Medicine 173: 108329 (2024) - [j134]Gang Hu, Yixuan Zheng, Essam H. Houssein, Guo Wei:
DRPSO:A multi-strategy fusion particle swarm optimization algorithm with a replacement mechanisms for colon cancer pathology image segmentation. Comput. Biol. Medicine 178: 108780 (2024) - [j133]Marwa M. Emam, Essam H. Houssein, Nagwan M. Abdel Samee, Amal Khalifa Alkhalifa, Mosa E. Hosney:
Optimizing cancer diagnosis: A hybrid approach of genetic operators and Sinh Cosh Optimizer for tumor identification and feature gene selection. Comput. Biol. Medicine 180: 108984 (2024) - [j132]Essam H. Houssein, Marwa M. Emam, Waleed Alomoush, Nagwan M. Abdel Samee, Mona M. Jamjoom, Rui Zhong, Krishna Gopal Dhal:
An efficient improved parrot optimizer for bladder cancer classification. Comput. Biol. Medicine 181: 109080 (2024) - [j131]Mosa E. Hosney, Essam H. Houssein, Mohammed R. Saad, Nagwan M. Abdel Samee, Mona M. Jamjoom, Marwa M. Emam:
Efficient bladder cancer diagnosis using an improved RIME algorithm with Orthogonal Learning. Comput. Biol. Medicine 182: 109175 (2024) - [j130]Mahmoud Abdel-Salam, Essam H. Houssein, Marwa M. Emam, Nagwan M. Abdel Samee, Mona M. Jamjoom, Gang Hu:
An adaptive enhanced human memory algorithm for multi-level image segmentation for pathological lung cancer images. Comput. Biol. Medicine 183: 109272 (2024) - [j129]Saroj Kumar Sahoo, Apu Kumar Saha, Essam H. Houssein, M. Premkumar, Salpa Reang, Marwa M. Emam:
An arithmetic and geometric mean-based multi-objective moth-flame optimization algorithm. Clust. Comput. 27(5): 6527-6561 (2024) - [j128]Essam H. Houssein, Mohammed R. Saad, Emre Çelik, Gang Hu, Abdelmgeid A. Ali, Hassan Shaban:
An enhanced sea-horse optimizer for solving global problems and cluster head selection in wireless sensor networks. Clust. Comput. 27(6): 7775-7802 (2024) - [j127]Essam H. Houssein, Mahmoud Khalaf Saeed, Gang Hu, Mustafa M. Al-Sayed:
An efficient improved exponential distribution optimizer: application to the global, engineering and combinatorial optimization problems. Clust. Comput. 27(7): 9345-9380 (2024) - [j126]Essam H. Houssein, Doaa A. Abdelkareem, Gang Hu, Mohamed Abdel Hameed, Ibrahim A. Ibrahim, Mina Younan:
An effective multiclass skin cancer classification approach based on deep convolutional neural network. Clust. Comput. 27(9): 12799-12819 (2024) - [j125]Essam H. Houssein, Mohammed R. Saad, Youcef Djenouri, Gang Hu, Abdelmgeid A. Ali, Hassan Shaban:
Metaheuristic algorithms and their applications in wireless sensor networks: review, open issues, and challenges. Clust. Comput. 27(10): 13643-13673 (2024) - [j124]Essam H. Houssein, Marwa M. Emam, Narinder Singh, Nagwan M. Abdel Samee, Maali Alabdulhafith, Emre Çelik:
An improved honey badger algorithm for global optimization and multilevel thresholding segmentation: real case with brain tumor images. Clust. Comput. 27(10): 14315-14364 (2024) - [j123]Essam H. Houssein, Asmaa Hammad, Nagwan M. Abdel Samee, Manal Abdullah Alohali, Abdelmgeid A. Ali:
TFCNN-BiGRU with self-attention mechanism for automatic human emotion recognition using multi-channel EEG data. Clust. Comput. 27(10): 14365-14385 (2024) - [j122]Essam H. Houssein, Gaber M. Mohamed, Youcef Djenouri, Yaser Maher Wazery, Ibrahim A. Ibrahim:
Nature inspired optimization algorithms for medical image segmentation: a comprehensive review. Clust. Comput. 27(10): 14745-14766 (2024) - [j121]Marwa M. Emam, Essam H. Houssein, Nagwan M. Abdel Samee, Manal Abdullah Alohali, Mosa E. Hosney:
Breast cancer diagnosis using optimized deep convolutional neural network based on transfer learning technique and improved Coati optimization algorithm. Expert Syst. Appl. 255: 124581 (2024) - [j120]Waleed Alomoush, Essam H. Houssein, Ayat Alrosan, Alaa Abd-Alrazaq, Mohammed Alweshah, Mohammad Alshinwan:
Joint opposite selection enhanced Mountain Gazelle Optimizer for brain stroke classification. Evol. Intell. 17(4): 2865-2883 (2024) - [j119]Ahmed G. Gad, Essam H. Houssein, MengChu Zhou, Ponnuthurai Nagaratnam Suganthan, Yaser Maher Wazery:
Damping-Assisted Evolutionary Swarm Intelligence for Industrial IoT Task Scheduling in Cloud Computing. IEEE Internet Things J. 11(1): 1698-1710 (2024) - [j118]Essam H. Houssein, Rehab E. Mohamed, Gang Hu, Abdelmgeid A. Ali:
Adapting transformer-based language models for heart disease detection and risk factors extraction. J. Big Data 11(1): 47 (2024) - [j117]Khaoula Zineb Legoui, Sofiane Maza, Abdelouahab Attia, Essam H. Houssein:
Hybrid Henry gas solubility optimization and the equilibrium optimizer for feature selection: real cases with Twitter spam detection. Knowl. Inf. Syst. 66(5): 3055-3084 (2024) - [j116]Erick Rodríguez-Esparza, Bernardo Morales-Castañeda, Ángel Casas-Ordaz, Diego Oliva, Mario A. Navarro, Arturo Valdivia, Essam H. Houssein:
Handling the balance of operators in evolutionary algorithms through a weighted Hill Climbing approach. Knowl. Based Syst. 294: 111784 (2024) - [j115]Essam H. Houssein, Nada Abdalkarim, Nagwan M. Abdel Samee, Maali Alabdulhafith, Ebtsam Mohamed:
Improved Kepler Optimization Algorithm for enhanced feature selection in liver disease classification. Knowl. Based Syst. 297: 111960 (2024) - [j114]Mohamed A. Tolba, Essam H. Houssein, Mohammed Hamouda Ali, Fatma A. Hashim:
A new robust modified capuchin search algorithm for the optimum amalgamation of DSTATCOM in power distribution networks. Neural Comput. Appl. 36(2): 843-881 (2024) - [j113]Saroj Kumar Sahoo, M. Premkumar, Apu Kumar Saha, Essam H. Houssein, Saurabh Wanjari, Marwa M. Emam:
Multi-objective quasi-reflection learning and weight strategy-based moth flame optimization algorithm. Neural Comput. Appl. 36(8): 4229-4261 (2024) - [j112]Reham R. Mostafa, Essam H. Houssein, Abdelazim G. Hussien, Birmohan Singh, Marwa M. Emam:
An enhanced chameleon swarm algorithm for global optimization and multi-level thresholding medical image segmentation. Neural Comput. Appl. 36(15): 8775-8823 (2024) - [j111]Eman M. G. Younis, Someya Mohsen Zaki, Essam H. Houssein, Osman Ali Sadek Ibrahim:
Machine learning for human emotion recognition: a comprehensive review. Neural Comput. Appl. 36(16): 8901-8947 (2024) - [j110]Eman M. G. Younis, Someya Mohsen Zaki, Essam H. Houssein, Osman Ali Sadek Ibrahim:
Correction: Machine learning for human emotion recognition: a comprehensive review. Neural Comput. Appl. 36(16): 8949 (2024) - [j109]Emre Çelik, Güngör Bal, Nihat Öztürk, Erdal Bekiroglu, Essam H. Houssein, Cemil Ocak, Gulshan Sharma:
Improving speed control characteristics of PMDC motor drives using nonlinear PI control. Neural Comput. Appl. 36(16): 9113-9124 (2024) - [j108]Ali Selim, Salah Kamel, Essam H. Houssein, Francisco Jurado, Fatma A. Hashim:
A modified Runge-Kutta optimization for optimal photovoltaic and battery storage allocation under uncertainty and load variation. Soft Comput. 28(17-18): 10369-10389 (2024) - [j107]Essam H. Houssein, Ahmed G. Gad, Yaser Maher Wazery, Ponnuthurai Nagaratnam Suganthan:
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]. Swarm Evol. Comput. 89: 101647 (2024) - [j106]Essam H. Houssein, Mosa E. Hosney, Marwa M. Emam, Diego Oliva, Eman M. G. Younis, Abdelmgeid A. Ali, Waleed M. Mohamed:
Optimizing feedforward neural networks using a modified weighted mean of vectors: Case study chemical datasets. Swarm Evol. Comput. 89: 101656 (2024) - 2023
- [j105]Essam H. Houssein, Mosa E. Hosney, Marwa M. Emam, Eman M. G. Younis, Abdelmgeid A. Ali, Waleed M. Mohamed:
Soft computing techniques for biomedical data analysis: open issues and challenges. Artif. Intell. Rev. 56(S2): 2599-2649 (2023) - [j104]Essam H. Houssein, Mohamed H. Hassan, Mohamed A. Mahdy, Salah Kamel:
Development and application of equilibrium optimizer for optimal power flow calculation of power system. Appl. Intell. 53(6): 7232-7253 (2023) - [j103]Essam H. Houssein, Mohamed H. Hassan, Salah Kamel, Kashif Hussain, Fatma A. Hashim:
Modified Lévy flight distribution algorithm for global optimization and parameters estimation of modified three-diode photovoltaic model. Appl. Intell. 53(10): 11799-11819 (2023) - [j102]Marwa M. Emam, Essam H. Houssein, Rania M. Ghoniem:
A modified reptile search algorithm for global optimization and image segmentation: Case study brain MRI images. Comput. Biol. Medicine 152: 106404 (2023) - [j101]Essam H. Houssein, Awny Sayed:
A modified weighted mean of vectors optimizer for Chronic Kidney disease classification. Comput. Biol. Medicine 155: 106691 (2023) - [j100]Marwa M. Emam, Nagwan M. Abdel Samee, Mona Jamjoom, Essam H. Houssein:
Optimized deep learning architecture for brain tumor classification using improved Hunger Games Search Algorithm. Comput. Biol. Medicine 160: 106966 (2023) - [j99]Essam H. Houssein, Awny Sayed:
Boosted federated learning based on improved Particle Swarm Optimization for healthcare IoT devices. Comput. Biol. Medicine 163: 107195 (2023) - [j98]Essam H. Houssein, Nagwan M. Abdel Samee, Noha F. Mahmoud, Kashif Hussain:
Dynamic Coati Optimization Algorithm for Biomedical Classification Tasks. Comput. Biol. Medicine 164: 107237 (2023) - [j97]Essam H. Houssein, Diego Oliva, Nagwan M. Abdel Samee, Noha F. Mahmoud, Marwa M. Emam:
Liver Cancer Algorithm: A novel bio-inspired optimizer. Comput. Biol. Medicine 165: 107389 (2023) - [j96]Essam H. Houssein, Mohammed R. Saad, Abdelmgeid A. Ali, Hassan Shaban:
An efficient multi-objective gorilla troops optimizer for minimizing energy consumption of large-scale wireless sensor networks. Expert Syst. Appl. 212: 118827 (2023) - [j95]Essam H. Houssein, Diego Oliva, Emre Çelik, Marwa M. Emam, Rania M. Ghoniem:
Boosted sooty tern optimization algorithm for global optimization and feature selection. Expert Syst. Appl. 213(Part): 119015 (2023) - [j94]Saroj Kumar Sahoo, Essam H. Houssein, M. Premkumar, Apu Kumar Saha, Marwa M. Emam:
Self-adaptive moth flame optimizer combined with crossover operator and Fibonacci search strategy for COVID-19 CT image segmentation. Expert Syst. Appl. 227: 120367 (2023) - [j93]Essam H. Houssein, Mohammed R. Saad, Abdelmgeid A. Ali, Hassan Shaban:
Multiple Strategies Boosted Orca Predation Algorithm for Engineering Optimization Problems. Int. J. Comput. Intell. Syst. 16(1): 67 (2023) - [j92]Narinder Singh, Essam H. Houssein, S. B. Singh, Gaurav Dhiman:
HSSAHHO: a novel hybrid Salp Swarm-Harris Hawks optimization algorithm for complex engineering problems. J. Ambient Intell. Humaniz. Comput. 14(9): 11569-11605 (2023) - [j91]Essam H. Houssein, Mosa E. Hosney, Diego Oliva, Eman M. G. Younis, Abdelmgeid A. Ali, Waleed M. Mohamed:
An efficient discrete rat swarm optimizer for global optimization and feature selection in chemoinformatics. Knowl. Based Syst. 275: 110697 (2023) - [j90]Emre Çelik, Nihat Öztürk, Essam H. Houssein:
Improved load frequency control of interconnected power systems using energy storage devices and a new cost function. Neural Comput. Appl. 35(1): 681-697 (2023) - [j89]Majdi M. Mafarja, Thaer Thaher, Jingwei Too, Hamouda Chantar, Hamza Turabieh, Essam H. Houssein, Marwa M. Emam:
An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification. Neural Comput. Appl. 35(2): 1749-1775 (2023) - [j88]Mansur Khasanov, Salah Kamel, Essam H. Houssein, Claudia Rahmann, Fatma A. Hashim:
Optimal allocation strategy of photovoltaic- and wind turbine-based distributed generation units in radial distribution networks considering uncertainty. Neural Comput. Appl. 35(3): 2883-2908 (2023) - [j87]Essam H. Houssein, Mosa E. Hosney, Waleed M. Mohamed, Abdelmgeid A. Ali, Eman M. G. Younis:
Fuzzy-based hunger games search algorithm for global optimization and feature selection using medical data. Neural Comput. Appl. 35(7): 5251-5275 (2023) - [j86]Mohamed A. Tolba, Essam H. Houssein, Ayman A. Eisa, Fatma A. Hashim:
Optimizing the distributed generators integration in electrical distribution networks: efficient modified forensic-based investigation. Neural Comput. Appl. 35(11): 8307-8342 (2023) - [j85]Dinçer Maden, Emre Çelik, Essam H. Houssein, Gulshan Sharma:
Squirrel search algorithm applied to effective estimation of solar PV model parameters: a real-world practice. Neural Comput. Appl. 35(18): 13529-13546 (2023) - [j84]Marwa M. Emam, Hoda Abd El-Sattar, Essam H. Houssein, Salah Kamel:
Modified orca predation algorithm: developments and perspectives on global optimization and hybrid energy systems. Neural Comput. Appl. 35(20): 15051-15073 (2023) - [j83]Gang Hu, Wenlong Jing, Essam H. Houssein:
Elite-based feedback boosted artificial rabbits-inspired optimizer with mutation and adaptive group: a case study of degree reduction for ball NURBS curves. Soft Comput. 27(22): 16919-16957 (2023) - [j82]Youcef Djenouri, Asma Belhadi, Essam H. Houssein, Gautam Srivastava, Jerry Chun-Wei Lin:
Intelligent Graph Convolutional Neural Network for Road Crack Detection. IEEE Trans. Intell. Transp. Syst. 24(8): 8475-8482 (2023) - 2022
- [j81]Diaa Salama Abd Elminaam, Shimaa Abdallah Ibrahim, Essam H. Houssein, Salah M. El-Sayed:
An Efficient Chaotic Gradient-Based Optimizer for Feature Selection. IEEE Access 10: 9271-9286 (2022) - [j80]Mokhtar Said, Essam H. Houssein, Sanchari Deb, Amel Ali Alhussan, Rania M. Ghoniem:
A Novel Gradient Based Optimizer for Solving Unit Commitment Problem. IEEE Access 10: 18081-18092 (2022) - [j79]Mokhtar Said, Essam H. Houssein, Sanchari Deb, Rania M. Ghoniem, Abeer Galal Elsayed:
Economic Load Dispatch Problem Based on Search and Rescue Optimization Algorithm. IEEE Access 10: 47109-47123 (2022) - [j78]Essam H. Houssein, Bahaa El-din Helmy, Diego Oliva, Pradeep Jangir, M. Premkumar, Ahmed A. Elngar, Hassan Shaban:
An efficient multi-thresholding based COVID-19 CT images segmentation approach using an improved equilibrium optimizer. Biomed. Signal Process. Control. 73: 103401 (2022) - [j77]Alma Rodríguez, Erik Cuevas, Daniel Zaldivar, Bernardo Morales-Castañeda, Ram Sarkar, Essam H. Houssein:
An agent-based transmission model of COVID-19 for re-opening policy design. Comput. Biol. Medicine 148: 105847 (2022) - [j76]Essam H. Houssein, Doaa A. Abdelkareem, Marwa M. Emam, Mohamed Abdel Hameed, Mina Younan:
An efficient image segmentation method for skin cancer imaging using improved golden jackal optimization algorithm. Comput. Biol. Medicine 149: 106075 (2022) - [j75]Essam H. Houssein, Ibrahim Elsayed Ibrahim, Mohammed Kharrich, Salah Kamel:
An improved marine predators algorithm for the optimal design of hybrid renewable energy systems. Eng. Appl. Artif. Intell. 110: 104722 (2022) - [j74]Essam H. Houssein, Hegazy Rezk, Ahmed Fathy, Mohamed A. Mahdy, Ahmed M. Nassef:
A modified adaptive guided differential evolution algorithm applied to engineering applications. Eng. Appl. Artif. Intell. 113: 104920 (2022) - [j73]Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Essam H. Houssein, Jerry Chun-Wei Lin:
Sensor data fusion for the industrial artificial intelligence of things. Expert Syst. J. Knowl. Eng. 39(5) (2022) - [j72]Asma Belhadi, Youcef Djenouri, Vicente García-Díaz, Essam H. Houssein, Jerry Chun-Wei Lin:
Hybrid intelligent framework for automated medical learning. Expert Syst. J. Knowl. Eng. 39(6) (2022) - [j71]Hichem Tahraoui, Abd-Elmouneïm Belhadj, Abdeltif Amrane, Essam H. Houssein:
Predicting the concentration of sulfate using machine learning methods. Earth Sci. Informatics 15(2): 1023-1044 (2022) - [j70]Essam H. Houssein, Mohamed A. Mahdy, Doaa Shebl, Awais Manzoor, Ram Sarkar, Waleed M. Mohamed:
An efficient slime mould algorithm for solving multi-objective optimization problems. Expert Syst. Appl. 187: 115870 (2022) - [j69]Essam H. Houssein, M. Hassaballah, Ibrahim Elsayed Ibrahim, Diaa Salama Abd Elminaam, Yaser Maher Wazery:
An automatic arrhythmia classification model based on improved Marine Predators Algorithm and Convolutions Neural Networks. Expert Syst. Appl. 187: 115936 (2022) - [j68]Essam H. Houssein, Eman Saber, Abdelmgeid A. Ali, Yaser Maher Wazery:
Centroid mutation-based Search and Rescue optimization algorithm for feature selection and classification. Expert Syst. Appl. 191: 116235 (2022) - [j67]Essam H. Houssein, Zainab Abohashima, Mohamed Elhoseny, Waleed M. Mohamed:
Machine learning in the quantum realm: The state-of-the-art, challenges, and future vision. Expert Syst. Appl. 194: 116512 (2022) - [j66]Thaer Thaher, Hamouda Chantar, Jingwei Too, Majdi M. Mafarja, Hamza Turabieh, Essam H. Houssein:
Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems. Expert Syst. Appl. 195: 116550 (2022) - [j65]Essam H. Houssein, Emre Çelik, Mohamed A. Mahdy, Rania M. Ghoniem:
Self-adaptive Equilibrium Optimizer for solving global, combinatorial, engineering, and Multi-Objective problems. Expert Syst. Appl. 195: 116552 (2022) - [j64]Mohamed Abdelhamid, Essam H. Houssein, Mohamed A. Mahdy, Ali Selim, Salah Kamel:
An improved seagull optimization algorithm for optimal coordination of distance and directional over-current relays. Expert Syst. Appl. 200: 116931 (2022) - [j63]Narinder Singh, S. B. Singh, Essam H. Houssein:
Hybridizing salp swarm algorithm with particle swarm optimization algorithm for recent optimization functions. Evol. Intell. 15(1): 23-56 (2022) - [j62]Narinder Singh, Essam H. Houssein, Seyedali Mirjalili, Yankai Cao, Ganeshsree Selvachandran:
An efficient improved African vultures optimization algorithm with dimension learning hunting for traveling salesman and large-scale optimization applications. Int. J. Intell. Syst. 37(12): 12367-12421 (2022) - [j61]Essam H. Houssein, Zainab Abohashima, Mohamed Elhoseny, Waleed M. Mohamed:
Hybrid quantum-classical convolutional neural network model for COVID-19 prediction using chest X-ray images. J. Comput. Des. Eng. 9(2): 343-363 (2022) - [j60]Fatma A. Hashim, Essam H. Houssein, Kashif Hussain, Mai S. Mabrouk, Walid Al-Atabany:
Honey Badger Algorithm: New metaheuristic algorithm for solving optimization problems. Math. Comput. Simul. 192: 84-110 (2022) - [j59]Laith Abualigah, Nada Khalil Al-Okbi, Mohamed Abd Elaziz, Essam H. Houssein:
Boosting Marine Predators Algorithm by Salp Swarm Algorithm for Multilevel Thresholding Image Segmentation. Multim. Tools Appl. 81(12): 16707-16742 (2022) - [j58]Essam H. Houssein, Mahmoud Dirar, Laith Mohammad Abualigah, Waleed M. Mohamed:
An efficient equilibrium optimizer with support vector regression for stock market prediction. Neural Comput. Appl. 34(4): 3165-3200 (2022) - [j57]Essam H. Houssein, Bahaa El-din Helmy, Hegazy Rezk, Ahmed M. Nassef:
An efficient orthogonal opposition-based learning slime mould algorithm for maximum power point tracking. Neural Comput. Appl. 34(5): 3671-3695 (2022) - [j56]Essam H. Houssein, Asmaa Hammad, Abdelmgeid A. Ali:
Human emotion recognition from EEG-based brain-computer interface using machine learning: a comprehensive review. Neural Comput. Appl. 34(15): 12527-12557 (2022) - [j55]Ahmad Eid, Salah Kamel, Essam H. Houssein:
An enhanced equilibrium optimizer for strategic planning of PV-BES units in radial distribution systems considering time-varying demand. Neural Comput. Appl. 34(19): 17145-17173 (2022) - [j54]Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali:
An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm. Neural Comput. Appl. 34(20): 18015-18033 (2022) - [j53]Emre Çelik, Nihat Öztürk, Essam H. Houssein:
Influence of energy storage device on load frequency control of an interconnected dual-area thermal and solar photovoltaic power system. Neural Comput. Appl. 34(22): 20083-20099 (2022) - [j52]Eman M. G. Younis, Someya Mohsen Zaki, Eiman Kanjo, Essam H. Houssein:
Evaluating Ensemble Learning Methods for Multi-Modal Emotion Recognition Using Sensor Data Fusion. Sensors 22(15): 5611 (2022) - [j51]Waleed Alomoush, Osama Ahmed Khashan, Ayat Alrosan, Essam H. Houssein, Hani Attar, Mohammed Alweshah, Fuad Alhosban:
Fuzzy Clustering Algorithm Based on Improved Global Best-Guided Artificial Bee Colony with New Search Probability Model for Image Segmentation. Sensors 22(22): 8956 (2022) - [i5]Essam H. Houssein, Zainab Abohashima, Mohamed Elhoseny, Waleed M. Mohamed:
An Efficient Binary Harris Hawks Optimization based on Quantum SVM for Cancer Classification Tasks. CoRR abs/2202.11899 (2022) - 2021
- [j50]Alaa A. K. Ismaeel, Essam H. Houssein, Diego Oliva, Mokhtar Said:
Gradient-Based Optimizer for Parameter Extraction in Photovoltaic Models. IEEE Access 9: 13403-13416 (2021) - [j49]Diaa Salama Abd Elminaam, Fatma Helmy Ismail, Mohamed Taha, Ahmed Taha, Essam H. Houssein, Ayman Nabil:
CoAID-DEEP: An Optimized Intelligent Framework for Automated Detecting COVID-19 Misleading Information on Twitter. IEEE Access 9: 27840-27867 (2021) - [j48]Diaa Salama Abd Elminaam, Mokhtar Said, Essam H. Houssein:
Turbulent Flow of Water-Based Optimization Using New Objective Function for Parameter Extraction of Six Photovoltaic Models. IEEE Access 9: 35382-35398 (2021) - [j47]Essam H. Houssein, Mohammed M. Ahmed, Mohamed E. Abd Elaziz, Ahmed A. Ewees, Rania M. Ghoniem:
Solving Multi-Objective Problems Using Bird Swarm Algorithm. IEEE Access 9: 36382-36398 (2021) - [j46]Sanchari Deb, Diaa Salama Abd Elminaam, Mokhtar Said, Essam H. Houssein:
Recent Methodology-Based Gradient-Based Optimizer for Economic Load Dispatch Problem. IEEE Access 9: 44322-44338 (2021) - [j45]Essam H. Houssein, Bahaa El-din Helmy, Ahmed A. Elngar, Diaa Salama Abd Elminaam, Hassan Shaban:
An Improved Tunicate Swarm Algorithm for Global Optimization and Image Segmentation. IEEE Access 9: 56066-56092 (2021) - [j44]Diaa Salama Abd Elminaam, Ayman Nabil, Shimaa A. Ibraheem, Essam H. Houssein:
An Efficient Marine Predators Algorithm for Feature Selection. IEEE Access 9: 60136-60153 (2021) - [j43]Essam H. Houssein, Diaa Salama Abd Elminaam, Hager N. Hassan, Mustafa M. Al-Sayed, Emad Nabil:
A Hybrid Barnacles Mating Optimizer Algorithm With Support Vector Machines for Gene Selection of Microarray Cancer Classification. IEEE Access 9: 64895-64905 (2021) - [j42]Sanchari Deb, Essam H. Houssein, Mokhtar Said, Diaa Salama Abd Elminaam:
Performance of Turbulent Flow of Water Optimization on Economic Load Dispatch Problem. IEEE Access 9: 77882-77893 (2021) - [j41]Essam H. Houssein, Diaa Salama Abd Elminaam, Ibrahim Elsayed Ibrahim, Mahmoud Hassaballah, Yaser Maher Wazery:
A Hybrid Heartbeats Classification Approach Based on Marine Predators Algorithm and Convolution Neural Networks. IEEE Access 9: 86194-86206 (2021) - [j40]Yaser Maher Wazery, Eman Saber, Essam H. Houssein, Abdelmgeid A. Ali, Eslam Amer:
An Efficient Slime Mould Algorithm Combined With K-Nearest Neighbor for Medical Classification Tasks. IEEE Access 9: 113666-113682 (2021) - [j39]Essam H. Houssein, Rehab E. Mohamed, Abdelmgeid A. Ali:
Machine Learning Techniques for Biomedical Natural Language Processing: A Comprehensive Review. IEEE Access 9: 140628-140653 (2021) - [j38]Fatma A. Hashim, Kashif Hussain, Essam H. Houssein, Mai S. Mabrouk, Walid Al-Atabany:
Archimedes optimization algorithm: a new metaheuristic algorithm for solving optimization problems. Appl. Intell. 51(3): 1531-1551 (2021) - [j37]Essam H. Houssein, Gamela Nageh Zaki, Ahmed A. Zaki Diab, Eman M. G. Younis:
An efficient Manta Ray Foraging Optimization algorithm for parameter extraction of three-diode photovoltaic model. Comput. Electr. Eng. 94: 107304 (2021) - [j36]Mohamed H. Hassan, Essam H. Houssein, Mohamed A. Mahdy, Salah Kamel:
An improved Manta ray foraging optimizer for cost-effective emission dispatch problems. Eng. Appl. Artif. Intell. 100: 104155 (2021) - [j35]Essam H. Houssein, Bahaa El-din Helmy, Hegazy Rezk, Ahmed M. Nassef:
An enhanced Archimedes optimization algorithm based on Local escaping operator and Orthogonal learning for PEM fuel cell parameter identification. Eng. Appl. Artif. Intell. 103: 104309 (2021) - [j34]Gaurav Dhiman, Krishna Kant Singh, Mukesh Soni, Atulya Nagar, Mohammad Dehghani, Adam Slowik, Amandeep Kaur, Ashutosh Sharma, Essam H. Houssein, Korhan Cengiz:
MOSOA: A new multi-objective seagull optimization algorithm. Expert Syst. Appl. 167: 114150 (2021) - [j33]Essam H. Houssein, Bahaa El-din Helmy, Diego Oliva, Ahmed A. Elngar, Hassan Shaban:
A novel Black Widow Optimization algorithm for multilevel thresholding image segmentation. Expert Syst. Appl. 167: 114159 (2021) - [j32]Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali, Ponnuthurai Nagaratnam Suganthan:
Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review. Expert Syst. Appl. 167: 114161 (2021) - [j31]Essam H. Houssein, Mohamed A. Mahdy, Maude J. Blondin, Doaa Shebl, Waleed M. Mohamed:
Hybrid slime mould algorithm with adaptive guided differential evolution algorithm for combinatorial and global optimization problems. Expert Syst. Appl. 174: 114689 (2021) - [j30]Kashif Hussain, Nabil Neggaz, William Zhu, Essam H. Houssein:
An efficient hybrid sine-cosine Harris hawks optimization for low and high-dimensional feature selection. Expert Syst. Appl. 176: 114778 (2021) - [j29]Essam H. Houssein, Ibrahim Elsayed Ibrahim, Nabil Neggaz, Mahmoud Hassaballah, Yaser Maher Wazery:
An efficient ECG arrhythmia classification method based on Manta ray foraging optimization. Expert Syst. Appl. 181: 115131 (2021) - [j28]Essam H. Houssein, Mohamed A. Mahdy, Ahmed Fathy, Hegazy Rezk:
A modified Marine Predator Algorithm based on opposition based learning for tracking the global MPP of shaded PV system. Expert Syst. Appl. 183: 115253 (2021) - [j27]Ahmed Korashy, Salah Kamel, Essam H. Houssein, Francisco Jurado, Fatma A. Hashim:
Development and application of evaporation rate water cycle algorithm for optimal coordination of directional overcurrent relays. Expert Syst. Appl. 185: 115538 (2021) - [j26]Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali:
An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm. Expert Syst. Appl. 185: 115651 (2021) - [j25]Mina Younan, Mohamed Elhoseny, Abdelmgeid A. Ali, Essam H. Houssein:
Data Reduction Model for Balancing Indexing and Securing Resources in the Internet-of-Things Applications. IEEE Internet Things J. 8(7): 5953-5972 (2021) - [j24]Essam H. Houssein, Kashif Hussain, Laith Mohammad Abualigah, Mohamed E. Abd Elaziz, Waleed Alomoush, Gaurav Dhiman, Youcef Djenouri, Erik Cuevas:
An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation. Knowl. Based Syst. 229: 107348 (2021) - [j23]Essam H. Houssein, Mahmoud Dirar, Kashif Hussain, Waleed M. Mohamed:
Assess deep learning models for Egyptian exchange prediction using nonlinear artificial neural networks. Neural Comput. Appl. 33(11): 5965-5987 (2021) - [j22]Essam H. Houssein, Nabil Neggaz, Mosa E. Hosney, Waleed M. Mohamed, M. Hassaballah:
Enhanced Harris hawks optimization with genetic operators for selection chemical descriptors and compounds activities. Neural Comput. Appl. 33(20): 13601-13618 (2021) - [j21]Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali:
Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images. Neural Comput. Appl. 33(24): 16899-16919 (2021) - [j20]Mina Younan, Essam H. Houssein, Mohamed Elhoseny, Abd El-mageid Ali:
Performance analysis for similarity data fusion model for enabling time series indexing in internet of things applications. PeerJ Comput. Sci. 7: e500 (2021) - [j19]Essam H. Houssein, Gamela Nageh Zaki, Mohamed Abd Elaziz, Eman M. G. Younis:
An efficient Equilibrium Optimizer for parameters identification of photovoltaic modules. PeerJ Comput. Sci. 7: e708 (2021) - [j18]Essam H. Houssein, Ahmed G. Gad, Yaser Maher Wazery, Ponnuthurai Nagaratnam Suganthan:
Task Scheduling in Cloud Computing based on Meta-heuristics: Review, Taxonomy, Open Challenges, and Future Trends. Swarm Evol. Comput. 62: 100841 (2021) - [i4]Essam H. Houssein, Zainab Abohashima, Mohamed Elhoseny, Waleed M. Mohamed:
Hybrid quantum convolutional neural networks model for COVID-19 prediction using chest X-Ray images. CoRR abs/2102.06535 (2021) - 2020
- [j17]Essam H. Houssein, Mohammed R. Saad, Kashif Hussain, William Zhu, Hassan Shaban, M. Hassaballah:
Optimal Sink Node Placement in Large Scale Wireless Sensor Networks Based on Harris' Hawk Optimization Algorithm. IEEE Access 8: 19381-19397 (2020) - [j16]Laith Mohammad Abualigah, Amir H. Gandomi, Mohamed Abd El Aziz, Abdelazim G. Hussien, Ahmad M. Khasawneh, Mohammad Alshinwan, Essam H. Houssein:
Nature-Inspired Optimization Algorithms for Text Document Clustering - A Comprehensive Analysis. Algorithms 13(12): 345 (2020) - [j15]Essam H. Houssein, Mosa E. Hosney, Diego Oliva, Waleed M. Mohamed, M. Hassaballah:
A novel hybrid Harris hawks optimization and support vector machines for drug design and discovery. Comput. Chem. Eng. 133 (2020) - [j14]Essam H. Houssein, Mohammed R. Saad, Fatma A. Hashim, Hassan Shaban, M. Hassaballah:
Lévy flight distribution: A new metaheuristic algorithm for solving engineering optimization problems. Eng. Appl. Artif. Intell. 94: 103731 (2020) - [j13]Nabil Neggaz, Essam H. Houssein, Kashif Hussain:
An efficient henry gas solubility optimization for feature selection. Expert Syst. Appl. 152: 113364 (2020) - [j12]Omar Ahmed Hedaia, Ahmed Shawish, Essam H. Houssein, Hala Helmy Zayed:
Bio-CAPTCHA Voice-Based Authentication Technique for Better Security and Usability in Cloud Computing. Int. J. Serv. Sci. Manag. Eng. Technol. 11(2): 59-79 (2020) - [j11]Fatma A. Hashim, Essam H. Houssein, Kashif Hussain, Mai S. Mabrouk, Walid Al-Atabany:
A modified Henry gas solubility optimization for solving motif discovery problem. Neural Comput. Appl. 32(14): 10759-10771 (2020) - [i3]Zainab Abohashima, Mohamed Elhoseny, Essam H. Houssein, Waleed M. Mohamed:
Classification with Quantum Machine Learning: A Survey. CoRR abs/2006.12270 (2020)
2010 – 2019
- 2019
- [j10]Alaa A. K. Ismaeel, Islam A. Elshaarawy, Essam H. Houssein, Fatma Helmy Ismail, Aboul Ella Hassanien:
Enhanced Elephant Herding Optimization for Global Optimization. IEEE Access 7: 34738-34752 (2019) - [j9]Fatma A. Hashim, Essam H. Houssein, Mai S. Mabrouk, Walid Al-Atabany, Seyedali Mirjalili:
Henry gas solubility optimization: A novel physics-based algorithm. Future Gener. Comput. Syst. 101: 646-667 (2019) - [j8]Huthaifa Mohammed Kanoosh, Essam H. Houssein, Mazen Mohamed Selim:
Salp Swarm Algorithm for Node Localization in Wireless Sensor Networks. J. Comput. Networks Commun. 2019: 1028723:1-1028723:12 (2019) - [j7]Essam H. Houssein:
Particle Swarm Optimization-Enhanced Twin Support Vector Regression for Wind Speed Forecasting. J. Intell. Syst. 28(5): 905-914 (2019) - [j6]Mohammed M. Ahmed, Essam H. Houssein, Aboul Ella Hassanien, Ayman Taha, Ehab Ezat Hassanien:
Maximizing lifetime of large-scale wireless sensor networks using multi-objective whale optimization algorithm. Telecommun. Syst. 72(2): 243-259 (2019) - 2018
- [j5]Alaa Tharwat, Essam H. Houssein, Mohammed M. Ahmed, Aboul Ella Hassanien, Thomas Gabel:
MOGOA algorithm for constrained and unconstrained multi-objective optimization problems. Appl. Intell. 48(8): 2268-2283 (2018) - [j4]Aboul Ella Hassanien, Moataz Kilany, Essam H. Houssein, Hameed Al-Qaheri:
Intelligent human emotion recognition based on elephant herding optimization tuned support vector regression. Biomed. Signal Process. Control. 45: 182-191 (2018) - [j3]Ahmed A. Ewees, Mohamed E. Abd Elaziz, Essam H. Houssein:
Improved grasshopper optimization algorithm using opposition-based learning. Expert Syst. Appl. 112: 156-172 (2018) - [c10]Fatma Helmy Ismail, Essam H. Houssein, Aboul Ella Hassanien:
Chaotic Bird Swarm Optimization Algorithm. AISI 2018: 294-303 - [c9]Asmaa Hamad, Essam H. Houssein, Aboul Ella Hassanien, Aly A. Fahmy:
Hybrid Grasshopper Optimization Algorithm and Support Vector Machines for Automatic Seizure Detection in EEG Signals. AMLTA 2018: 82-91 - [c8]Ahmed M. Abdeldaim, Essam H. Houssein, Aboul Ella Hassanien:
Color Image Segmentation of Fishes with Complex Background in Water. AMLTA 2018: 634-643 - [i2]Aboul Ella Hassanien, Moataz Kilany, Essam H. Houssein:
Combining Support Vector Machine and Elephant Herding Optimization for Cardiac Arrhythmias. CoRR abs/1806.08242 (2018) - [i1]Amr M. Sauber, Mohammed M. Nasef, Essam H. Houssein, Aboul Ella Hassanien:
Parallel Whale Optimization Algorithm for Solving Constrained and Unconstrained Optimization Problems. CoRR abs/1807.09217 (2018) - 2017
- [j2]Mona A. S. Ali, Essam H. Houssein, Noha A. Eldemerdash, Aboul Ella Hassanien:
Increasing the hiding capacity in image steganography using Braille code. Int. J. Intell. Eng. Informatics 5(4): 327-341 (2017) - [j1]Essam H. Houssein, Moataz Kilany, Aboul Ella Hassanien:
ECG signals classification: a review. Int. J. Intell. Eng. Informatics 5(4): 376-396 (2017) - [c7]Asmaa Hamad, Essam H. Houssein, Aboul Ella Hassanien, Aly A. Fahmy:
A Hybrid EEG Signals Classification Approach Based on Grey Wolf Optimizer Enhanced SVMs for Epileptic Detection. AISI 2017: 108-117 - [c6]Shereen Said, Abdalla Mostafa, Essam H. Houssein, Aboul Ella Hassanien, Hesham A. Hefny:
Moth-flame Optimization Based Segmentation for MRI Liver Images. AISI 2017: 320-330 - [c5]Mohammed M. Ahmed, Essam H. Houssein, Aboul Ella Hassanien, Ayman Taha, Ehab Ezat Hassanien:
Maximizing Lifetime of Wireless Sensor Networks Based on Whale Optimization Algorithm. AISI 2017: 724-733 - [c4]Sarah Osama, Essam H. Houssein, Aboul Ella Hassanien, Aly A. Fahmy:
Forecast of wind speed based on whale optimization algorithm. IML 2017: 62:1-62:9 - [c3]Essam H. Houssein, Aboul Ella Hassanien, Alaa A. K. Ismaeel:
EEG signals classification for epileptic detection: a review. ICC 2017: 70:1-70:9 - 2016
- [c2]Essam H. Houssein, Moataz Kilany, Aboul Ella Hassanien, Václav Snásel:
A Two-Stage Feature Extraction Approach for ECG Signals. AECIA 2016: 299-310 - [c1]Essam H. Houssein, Mona A. S. Ali, Aboul Ella Hassanien:
An Image Steganography Algorithm using Haar Discrete Wavelet Transform with Advanced Encryption System. FedCSIS 2016: 641-644
Coauthor Index
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