Publications

Books:

  1. Hossam M. Zawbaa, "Automatic Soccer Video Summarization", LAP LAMBERT Academic Publishing, ISBN 978-3-659-35918-7, 2013. Online
  2. Hossam M. Zawbaa, "Computational Intelligence Modeling of Pharmaceutical Roll Compaction", LAP LAMBERT Academic Publishing, ISBN 978-3-659-90825-5, 2016. Online

Book chapters:

  1. Hossam M. Zawbaa, E. Emary, "Applications of Flower Pollination Algorithm in Feature Selection and Knapsack Problems", In the book: Nature-Inspired Algorithms and Applied Optimization, pp. 217-243, published by Springer, January 2018. Edited by Xin-She Yang. DOI: 10.1007/978-3-319-67669-2\_10. Online
  2. Kareem Kamal A.Ghany, Hossam M. Zawbaa, "Hybrid Biometrics and Watermarking Authentication", In the book: Securing Government Information and Data in Developing Countries, IGI-Global Publishing, ISBN 9781522517030, 2017. DOI: 10.4018/978-1-5225-1703-0.ch003. Online

Papers published in journals:

  1. E. Emary, Hossam M. Zawbaa, Crina Grosan, "Experienced Grey Wolf Optimizer through Reinforcement Learning and Neural Networks", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 29, No. 3, pp. 681-694, March 2018. DOI: 10.1109/TNNLS.2016.2634548. [ISI Indexed - Impact Factor: 6.108]. Online
  2. Hossam M. Zawbaa, E. Emary, Crina Grosan, Vaclav Snasel, "Large-dimensionality small-instance set feature selection: A hybrid bio-inspired heuristic approach", Swarm and Evolutionary Computation, March 2018. DOI: 10.1016/j.swevo.2018.02.021 [ISI Indexed - Impact Factor: 3.893]. Online
  3. E. Emary, Hossam M. Zawbaa, "Feature selection via Levy Antlion optimization", Pattern Analysis and Applications (PAAA), March 2018. DOI: 10.1007/s10044-018-0695-2 [ISI Indexed - Impact Factor: 1.352]. Online
  4. E. Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, B. PARV, "Multi-Objective Retinal Vessel Localization Using Flower Pollination Search Algorithm With Pattern Search", Advances in Data Analysis and Classification, Springer, Vol. 11, No. 3, pp. 611-627, September 2017. DOI: 10.1007/s11634-016-0257-7 [ISI Indexed - Impact Factor: 2.326]. Online
  5. E. Emary, Hossam M. Zawbaa, "Impact of chaos functions on modern swarm optimizers", PLOS ONE, Vol. 11, No. 7 (e0158738), June 2016. DOI: 10.1371/journal.pone.0158738 [ISI Indexed - Impact Factor: 3.057]. Online
  6. E. Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, "Binary ant lion approaches for feature selection", Neurocomputing, Elsevier, Vol. 213, pp. 54-65, November 2016. DOI: 10.1016/j.neucom.2016.03.101 [ISI Indexed - Impact Factor: 2.392]. Online
  7. Hossam M. Zawbaa, Jakub Szlek, Crina Grosan, Renata Jachowicz, Aleksander Mendyk, "Computational Intelligence Modeling of the Macromolecules Release from PLGA Microspheres-Focus on Feature Selection", PLOS ONE, Vol. 11, No. 6 (e0157610), June 2016. DOI: 10.1371/journal.pone.0157610 [ISI Indexed - Impact Factor: 3.234]. Online
  8. Hossam M. Zawbaa, E. Emary, Crina Grosan, "Feature selection via chaotic antlion optimization", PLOS ONE, Vol. 11, No. 3, March 2016. DOI: 10.1371/journal.pone.0150652 [ISI Indexed - Impact Factor: 3.234]. Online
  9. E. Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, "Binary Grey Wolf Optimization Approaches for Feature Selection", Neurocomputing, Elsevier, Vol. 172, pp. 371-381, January 2016. DOI: 10.1016/j.neucom.2015.06.083 [ISI Indexed - Impact Factor: 2.083]. Online
  10. Aboul Ella Hassanien, E. Emary, Hossam M. Zawbaa, "Retinal blood vessel localization approach based on bee colony swarm optimization, fuzzy c-means and pattern search", Visual Communication and Image Representation, Elsevier, Vol. 31, pp. 186-196, August 2015. DOI: 10.1016/j.jvcir.2015.06.019 [ISI Indexed - Impact Factor: 1.218]. Online
  11. Hossam Zawbaa, Salah A. Aly, "Hajj and Umrah Event Classification Datasets", Image Processing and Visual Communication, Vol. 1 , No. 2 , pp. 15-18, 2012. Online
  12. Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Tai-hoon Kim, "Event Detection Based Approach for Soccer Video Summarization using Machine learning", Multimedia and Ubiquitous Engineering (IJMUE), Vol. 7, No. 2, 2012. Online
  13. Nashwa El-Bendary, Hossam M. Zawbaa, Aboul Ella Hassanien, Vaclav Snasel, "PCA-based home videos annotation system", Reasoning-based Intelligent Systems (IJRIS), Vol. 3, No. 2, pp. 71-79, 2011. Online
  14. Nashwa El-Bendary, Hossam M. Zawbaa, Mahmoud S. Daoud, Aboul Ella Hassanien, Kazumi Nakamatsu, "ArSLAT: Arabic Sign Language Alphabets Translator", Computer Information Systems and Industrial Management Applications (IJCISIM), Vol. 3, pp. 498-506, 2011. Online

Papers published in conference proceedings:

  1. Mustafa Abdul Salam, E. Emary, Hossam M. Zawbaa, "A hybrid moth-flame optimization and extreme learning machine for stock market prediction", International Conference on Innovative Trends in Computer Engineering (ITCE), Aswan, Egypt, February 2018.
  2. Kareem Kamal A.Ghany, Heba Ayeldeen, Hossam M. Zawbaa, Olfat Shaker, Ghada Ayeldeen, "Diagnosis of breast cancer using secured classifiers", International Conference on Electrical and Computing Technologies and Applications (ICECTA), 2017. DOI: 10.1109/ICECTA.2017.8251947. Online
  3. E. Emary, Hossam M. Zawbaa, Mustafa Abdul Salam, "A proposed Whale Search Algorithm with Adaptive Random Walk", IEEE 13th International Conference on Intelligent Computer Communication and Processing (ICCP), Romania, September 2017. DOI: 10.1109/ICCP.2017.8117000. Online
  4. Marwa Sharawi, Hossam M. Zawbaa, E. Emary, "Feature Selection Approach based on Whale Optimization Algorithm", Ninth International Conference on Advanced Computational Intelligence (ICACI), pp. 103-108, Qatar, February, 2017. DOI: 10.1109/ICACI.2017.7974502. Online
  5. Hossam M. Zawbaa, E. Emary, B. PARV, Marwa Sharawi, "Feature Selection Approach based on Moth-Flame Optimization Algorithm", IEEE Congress on Evolutionary Computation (CEC), pp. 4612-4617, July 2016. DOI: 10.1109/CEC.2016.7744378. Online
  6. Ahmed Sahlol, Hossam M. Zawbaa, Ching Suen, Mohamed Abd Elfattah, Aboul Ella Hassanien, "Bio-inspring BAT optimization Algorithm for Handwritten Arabic Characters Recognition", IEEE Congress on Evolutionary Computation (CEC), pp. 1749-1756, July 2016. DOI: 10.1109/CEC.2016.7744000. Online
  7. Ahmed Hafez, Hossam M. Zawbaa, E. Emary, Aboul Ella Hassanien, "Sine Cosine Optimization Algorithm for Feature Selection", International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), pp. 1-5, Romania, August 2016. DOI: 10.1109/INISTA.2016.7571853. Online
  8. Mustafa Abdul Salam, Hossam M. Zawbaa, E. Emary, B. PARV, "A hybrid dragonfly algorithm with extreme learning machine for prediction", International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), pp. 1-6, Romania, August 2016. DOI: 10.1109/INISTA.2016.7571839. Online
  9. Hossam M. Zawbaa, "Computational Intelligence Modeling of Pharmaceutical Properties", 1st PhD Symposium on Sustainable Ultrascale Computing Systems (NESUS-PhD), pp. 1-4, Timisoara, Romania, February 2016. Online
  10. Hossam M. Zawbaa, Aboul Ella Hassanien, E. Emary, Waleed Yamany, B. PARV, "Hybrid flower pollination algorithm with rough sets for feature selection", 11th International Computer Engineering Conference (ICENCO), IEEE, pp. 278-283, Cairo, Egypt, December, 2015. DOI: 10.1109/ICENCO.2015.7416362. Online
  11. Alaa Tharwat, Hossam M. Zawbaa, Tarek Gaber, Aboul Ella Hassanien, Vaclav Snasel, "Automated Zebrafish-based Toxicity Test using Bat Optimization and AdaBoost Classifier", 11th International Computer Engineering Conference (ICENCO), IEEE, pp. 169-174, Cairo, Egypt, December, 2015. DOI: 10.1109/ICENCO.2015.7416343. Online
  12. Ahmed Ibrahem Hafez, Aboul Ella Hassanien, Hossam M. Zawbaa, E. Emary, "Hybrid Monkey Algorithm with Krill Herd Algorithm optimization for feature selection", 11th International Computer Engineering Conference (ICENCO), IEEE, pp. 273-277, Egypt, December, 2015. DOI: 10.1109/ICENCO.2015.7416361. Online
  13. Hossam M. Zawbaa, E. Emary, B. PARV, "Feature Selection Based on Antlion Optimization Algorithm", 3rd World conference on complex systems (WCCS), pp. 1-7, Morocco, November, 2015. DOI: 10.1109/ICoCS.2015.7483317. Online
  14. Hossam M. Zawbaa, E. Emary, Aboul Ella Hassanien, B. PARV, "A wrapper approach for feature selection based on swarm optimization algorithm inspired from the behavior of the social-spider", 7th International Conference on Soft Computing and Pattern Recognition (SoCPaR), pp. 25-30, Japan, November, 2015. DOI: 10.1109/SOCPAR.2015.7492776. Online
  15. Ahmed Ibrahem Hafez, Hossam M. Zawbaa, E. Emary, Hamdi A. Mahmoud, Aboul Ella Hassanien, "An innovative approach for feature selection based on Chicken swarm optimization", 7th International Conference on Soft Computing and Pattern Recognition (SoCPaR), pp. 19-24, Japan, November, 2015. DOI: 10.1109/SOCPAR.2015.7492775. Online
  16. Mohamed Mostafa Fouad, Hossam M. Zawbaa, Tarek Gaber, Vaclav Snasel, Aboul Ella Hassanien, "A Fish Detection Approach Based on BAT Algorithm", 1st International Conference on Advanced Intelligent Systems and Informatics (AISI), Egypt, November, 2015. DOI: 10.1007/978-3-319-26690-9_25. Online
  17. Kareem Kamal A.Ghany, Heba Ayeldeen, Hossam M. Zawbaa, Olfat Shaker, "A Rough Set-based Reasoner for medical diagnosis", IEEE International Conference on Green Computing and Internet of Things, pp. 429-434, India, September, 2015. DOI: 10.1109/ICGCIoT.2015.7380502. Online
  18. E. Emary, Hossam M. Zawbaa, Kareem Kamal A.Ghany, Aboul Ella Hassanien, B. PARV, "Firefly Optimization Algorithm for Feature Selection", 7th Balkan Conference in Informatics (BCI), ACM, Article No. 26, Romania, September, 2015. DOI: 10.1145/2801081.2801091. Online
  19. Waleed Yamany, Hossam M. Zawbaa, E. Emary, Aboul Ella Hassanien, "Modified Flower Pollination Algorithm for Attribute Reduction in Classification", IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-7, Turkey, August, 2015. DOI: 10.1109/FUZZ-IEEE.2015.7338111. Online
  20. Hossam M. Zawbaa, Mona Abbass, Maryam Hazman,Aboul Ella Hassanien, "Automatic Fruit Classification Using Random Forest Algorithm", 14th International Conference on Hybrid Intelligent Systems (HIS), pp. 164-168, Kuwait, December, 2014. DOI: 10.1109/HIS.2014.7086191. Online
  21. Hossam M. Zawbaa, Mona Abbass, Maryam Hazman, Abul Ella Hassenian, "Automatic Fruit Image Recognition System Based on Shape and Color Features", 2nd International Conference on Advanced Machine Learning Technologies and Applications (AMLTA), Communications in Computer and Information Science, Vol. 488, pp. 278-290, 2014. DOI: 10.1007/978-3-319-13461-1_27. Online
  22. E. Emary, Hossam M. Zawbaa, Crina Grosan, Aboul Ella Hassanien, "Feature subset selection approach by Gray-wolf optimization", 1st International Afro-European Conference For Industrial Advancement (AECIA), pp. 1-13, Ethiopia, November, 2014. DOI: 10.1007/978-3-319-13572-4_1. Online
  23. Hossam M. Zawbaa, Mona Abbass, Sameh H. Basha, Maryam Hazman, Abul Ella Hassenian, "An Automatic Flower Classification Approach Using Machine Learning Algorithms", 3rd International Conference on Advanced in Computing, Communications, and Informatics (ICACCI), pp. 895-901, India, September, 2014. DOI: 10.1109/ICACCI.2014.6968612. Online
  24. Adham Mohamed, Mohamed Mostafa M. Fouad, Esraa Elhariri, Nashwa El-Bendary, Hossam M. Zawbaa, Mohamed Tahoun, Aboul Ella Hassanien, "RoadMonitor: An Intelligent Road Surface Condition Monitoring System", IEEE International conference on Intelligent Systems (IS), pp. 377-387, Poland, September, 2014. DOI: 10.1007/978-3-319-11310-4_33. Online
  25. E. Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, Mohamed F. Tolba, Vaclav Snasel, "Retinal vessel segmentation based on flower pollination search algorithm", 5th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA), Advances in Intelligent Systems and Computing, Vol. 303, pp. 93-100, Czech Republic, June, 2014. DOI: 10.1007/978-3-319-08156-4_10. Online
  26. Ahmed Ibrahem Hafez, Hossam M. Zawbaa, Aboul Ella Hassanien, Aly A. Fahmy, Vaclav Snasel, "Networks community detection using artificial bee colony swarm optimization", 5th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA), Advances in Intelligent Systems and Computing, Vol. 303, pp. 229-239, Czech Republic, June, 2014. DOI: 10.1007/978-3-319-08156-4_23. Online
  27. Eid Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, Gerald Schaefer, Ahmad Taher Azar, "Retinal blood vessel segmentation using bee colony optimisation and pattern search", IEEE International Joint Conference on Neural Networks (IJCNN), pp. 1001-1006, China, July, 2014. DOI: 10.1109/IJCNN.2014.6889856. Online
  28. Eid Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, Gerald Schaefer, Ahmad Taher Azar, "Retinal vessel segmentation based on possibilistic fuzzy c-means clustering optimized with cuckoo search", IEEE International Joint Conference on Neural Networks (IJCNN), pp. 1792-1796, China, July, 2014. DOI: 10.1109/IJCNN.2014.6889932. Online
  29. Hossam M. Zawbaa, Eid Emary, Aboul Ella Hassanien, M.F. Tolba, "Hajj Human Event Classification System using Machine Learning Techniques", 13th International Conference on Hybrid Intelligent Systems (HIS), Tunisia, December, 2013. DOI: 10.1109/HIS.2013.6920481. Online
  30. Mohamad Mostafa M. Fouad, Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, "Nile Tilapia Fish Classification Approach using Machine Learning Techniques", 13th International Conference on Hybrid Intelligent Systems (HIS), Tunisia, December 2013. DOI: 10.1109/HIS.2013.6920477. Online
  31. Waleed Yamany, Nashwa El-Bendary, Hossam M. Zawbaa, Aboul Ella Hassanien, Vaclav Snasel, "Rough Power Set Tree for Feature Selection and Classification: Case Study on MRI Brain Tumor", 4th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA), Advances in Intelligent Systems and Computing, Springer, Vol. 237, pp. 259-270, Czech Republic, August, 2013. DOI: 10.1007/978-3-319-01781-5_24. Online
  32. Ali Ismail Awad, Hossam M. Zawbaa, Hamdi A. Mahmoud, EHHA Nabi, RH Fayed, Aboul Ella Hassanien, "A robust cattle identification scheme using muzzle print images", IEEE Federated Conference on Computer Science and Information Systems (FedCSIS), Poland, September, 2013. DOI: 10.1007/978-3-319-08156-4_22. Online
  33. Ali Ismail Awad, Aboul Ella Hassanien, Hossam M. Zawbaa, "A Cattle Identification Approach Using Live Captured Muzzle Print Images", International conference on Advances in Security of Information and Communication Networks (SecNet), Springer, Egypt, September, 2013. DOI: 10.1007/978-3-642-40597-6_12. Online
  34. Mourad Raafat, Hossam M. Zawbaa, Aboul Ella Hassanien, Vaclav Snasel, "Blind Watermark Approach for Map Authentication using Support Vector Machine", International conference on Advances in Security of Information and Communication Networks (SecNet), Springer, Egypt, September, 2013. DOI: 10.1007/978-3-642-40597-6_7. Online
  35. Mona Nagy Elbedwehy, Hossam M. Zawbaa, Neveen Ghali, Aboul Ella Hassanien, "Detection of Heart Disease using Binary Particle Swarm Optimization", IEEE Federated Conference on Computer Science and Information Systems (FedCSIS), Poland, September, 2012. DOI: 978-1-4673-0708-6. Online
  36. Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Tai-hoon Kim, "Machine Learning-Based Soccer Video Summarization System", International Conference on Multimedia, Computer Graphics and Broadcasting (MulGraB), Part II, Communications in Computer and Information Science (CCIS), Vol. 263, pp. 19-28, Springer, December, 2011. DOI: 10.1007/978-3-642-27186-1_3. Online
  37. Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Ajith Abraham, "SVM-based soccer video summarization system", 3rd World Congress on Nature and Biologically Inspired Computing (NaBIC), IEEE, pp. 7–11, Spain, October, 2011. DOI: 10.1109/NaBIC.2011.6089409. Online
  38. Nashwa El-Bendary, Hameed Al-Qaheri, Hossam M. Zawbaa, Mohamed Hamed, Aboul Ella Hassanien, Qiangfu Zhao, Ajith Abraham, "HSAS: Heart Sound Authentication System", 2nd World Congress on Nature and Biologically Inspired Computing (NaBIC), IEEE, pp. 351–356, Japan, December, 2010. DOI: 10.1109/NABIC.2010.5716306. Online
  39. Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Vaclav Snasel, "Semi-Automatic Annotation System for Home Videos", International Conference on Intelligent Systems Design and Applications (ISDA), IEEE, pp. 1275-1280, Egypt, December, 2010. DOI: 10.1109/ISDA.2010.5687084. Online
  40. Nashwa El-Bendary, Hossam M. Zawbaa, Mahmoud S. Daoud, Aboul Ella Hassanien, Kazumi Nakamatsu, "ArSLAT: Arabic Sign Language Alphabets Translator", International Conference on Computer Information Systems and Industrial Management Applications (CISIM), IEEE, pp. 590-595, India, November, 2010. DOI: 10.1109/CISIM.2010.5643519. Online
  41. Mohamed Eldib, Bassam Abou Zaid, Hossam M. Zawbaa, Mohamed El Zahar, Motaz El-Saban, "Soccer video summarization using enhanced logo detection", International Conference on Image Processing (ICIP), IEEE, pp. 4345-4348, Egypt, November, 2009. DOI: 10.1109/ICIP.2009.5413649. Online

Papers accepted in journals:

  1. Ahmed M. Hemdan, Hossam M. Zawbaa, Aboul Ella Hassanien, Haneen Ghazy, "Prediction of bioactive amino acids concentration in fish by- product protein hydrolysate", Food Chemistry, July 2016. [ISI Indexed - Impact Factor: 4.052].

Papers accepted in conferences:

  1. Hossam M. Zawbaa, Serena Schiano, Lucia Perez-Gandarillas, Crina Grosan, Chuan-Yu Wu, A. Michrafy, "An Evaluation of Bio-inspired Feature Selection Techniques for Computational Intelligence Modeling of Die Compaction", Congress on Particle Technology (PARTEC), January 2016.