Enhancing malware detection performance: leveraging K-Nearest Neighbors with Firefly Optimization Algorithm.

Qusai Shambour Qusai Y. Shambour

Adeeb Alsaaidah Mosleh M. Abualhaj Qusai Y. Shambour Ahmad Adel Abu Shareha Laith Abualigah Sumaya N. Al-Khatib Yousef Alrabanah Enhancing malware detection performance: leveraging K-Nearest Neighbors with Firefly Optimization Algorithm. 10071-10094 2025 April 84 Multim. Tools Appl. 12 https://doi.org/10.1007/s11042-024-18914-5 db/journals/mta/mta84.html#AlsaaidahASAAAA25 streams/journals/mta

Qusai Shambour Mahran Al-Zyoud Omar Almomani Quantum-Inspired Hybrid Metaheuristic Feature Selection with SHAP for Optimized and Explainable Spam Detection. 1716 2025 17 Symmetry 10 https://doi.org/10.3390/sym17101716 db/journals/symmetry/symmetry17.html#ShambourAA25 streams/journals/symmetry

Qusai Y. Shambour Moh'd Khaled Yousef Shambour Yousef Alrabanah Mosleh M. Abualhaj Leveraging Feature Selection and Explainable AI for Effective Autism Screening. 207-212 2025 ICIT https://doi.org/10.1109/ICIT64950.2025.11049263 conf/icitjo/2025 db/conf/icitjo/icit2025.html#ShambourSAA25

Salam Fraihat Qusai Shambour Mohammed Azmi Al-Betar Sharif Naser Makhadmeh Variational Autoencoders-Based Algorithm for Multi-Criteria Recommendation Systems. 561 2024 17 Algorithms 12 https://doi.org/10.3390/a17120561 db/journals/algorithms/algorithms17.html#FraihatSAM24 streams/journals/algorithms

Qusai Y. Shambour Mosleh M. Abualhaj Ahmad Adel Abu Shareha Restaurant Recommendations Based on Multi-Criteria Recommendation Algorithm. 179-200 2023 February 29 J. Univers. Comput. Sci. 2 https://doi.org/10.3897/jucs.78240 db/journals/jucs/jucs29.html#ShambourAS23

Mohammad Shehab Laith Abualigah Qusai Shambour Muhannad A. Abu-Hashem Moh'd Khaled Yousef Shambour Ahmed Izzat Alsalibi Amir H. Gandomi Machine learning in medical applications: A review of state-of-the-art methods. 105458 2022 145 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2022.105458 db/journals/cbm/cbm145.html#ShehabASASAG22

Qusai Shambour AbdelRahman H. Hussein Qasem Kharma Mosleh M. Abu-Alhaj Effective Hybrid Content-Based Collaborative Filtering Approach for Requirements Engineering. 113-125 2022 40 Comput. Syst. Sci. Eng. 1 https://doi.org/10.32604/csse.2022.017221 db/journals/csse/csse40.html#ShambourHKA22

AbdelRahman H. Hussein Qasem M. Kharma Faris M. Taweel Mosleh M. Abualhaj Qusai Y. Shambour A Hybrid Multi-Criteria Collaborative Filtering Model for Effective Personalized Recommendations. 661-675 2022 31 Intell. Autom. Soft Comput. 1 https://doi.org/10.32604/iasc.2022.020132 db/journals/iasc/iasc31.html#HusseinKTAS22 streams/journals/iasc

Qasem M. Kharma AbdelRahman H. Hussein Faris M. Taweel Mosleh M. Abualhaj Qusai Y. Shambour Investigation of Techniques for VoIP Frame Aggregation Over A-MPDU 802.11n. 869-883 2022 31 Intell. Autom. Soft Comput. 2 https://doi.org/10.32604/iasc.2022.020415 db/journals/iasc/iasc31.html#KharmaHTAS22 streams/journals/iasc

Mosleh M. Abualhaj AbdelRahman H. Hussein Qasem M. Kharma Qusai Y. Shambour Sumaya N. Al-Khatib Saving the Bandwidth of IPv6 Networks Using the Fields of the Packet Header. 1971-1980 2022 31 Intell. Autom. Soft Comput. 3 https://doi.org/10.32604/iasc.2022.021458 db/journals/iasc/iasc31.html#AbualhajHKSA22 streams/journals/iasc

Qusai Y. Shambour Mosleh M. Abualhaj Qasem M. Kharma Faris M. Taweel A fusion multi-criteria collaborative filtering algorithm for hotel recommendations. 399-410 2022 16 Int. J. Comput. Sci. Math. 4 https://doi.org/10.1504/IJCSM.2022.10053737 db/journals/ijcsm/ijcsm16.html#ShambourAKT22

Ahmad Adel Abu Shareha Basil Al-Kasasbeh Qusai Shambour Mosleh M. Abu-Alhaj Mohmmad Abdalla Alsharaiah Sumaya N. Al-Khatib Linear Random Early Detection for Congestion Control at the Router Buffer. 2022 46 Informatica (Slovenia) 5 https://doi.org/10.31449/inf.v46i5.3966 db/journals/informaticaSI/informaticaSI46.html#SharehaASAAA22

Ahmad Adel Abu Shareha Basil Al-Kasasbeh Qusai Shambour Mosleh M. Abu-Alhaj Sumaya N. Al-Khatib Fuzzy Comprehensive Random Early Detection of Router Congestion. 252-267 2022 51 Inf. Technol. Control. 2 https://doi.org/10.5755/j01.itc.51.2.30194 db/journals/itc/itc51.html#SharehaASAA22

Qusai Shambour Ahmad Adel Abu Shareha Mosleh M. Abu-Alhaj A Hotel Recommender System Based on Multi-Criteria Collaborative Filtering. 390-402 2022 51 Inf. Technol. Control. 2 https://doi.org/10.5755/j01.itc.51.2.30701 db/journals/itc/itc51.html#ShambourSA22

Mosleh M. Abu-Alhaj AbdelRahman H. Hussein Qasem Kharma Qusai Shambour Multi-indicator Active Queue Management Method. 251-263 2021 38 Comput. Syst. Sci. Eng. 2 https://doi.org/10.32604/csse.2021.015787 db/journals/csse/csse38.html#Abu-AlhajHKS21

Qusai Shambour A deep learning based algorithm for multi-criteria recommender systems. 106545 2021 211 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2020.106545 db/journals/kbs/kbs211.html#Shambour21

Qusai Shambour Mosleh M. Abu-Alhaj Mayy M. Al-Tahrawi A hybrid collaborative filtering recommendation algorithm for requirements elicitation. 135-146 2020 63 Int. J. Comput. Appl. Technol. 1/2 https://doi.org/10.1504/IJCAT.2020.107908 db/journals/ijcat/ijcat63.html#ShambourAA20

Mosleh M. Abu-Alhaj Qusai Shambour AbdelRahman H. Hussein Effective packet multiplexing method to improve bandwidth utilisation. 327-336 2020 63 Int. J. Comput. Appl. Technol. 4 https://doi.org/10.1504/IJCAT.2020.110410 db/journals/ijcat/ijcat63.html#Abu-AlhajSH20

Qasem Kharma Nidal M. Turab Qusai Shambour Mohammad Hassan Secure Cloud-Mediator Architecture for Mobile-Government using RBAC and DUKPT. 44-60 2020 14 Int. J. Interact. Mob. Technol. 4 https://doi.org/10.3991/ijim.v14i04.11075 db/journals/ijim/ijim14.html#KharmaTSH20

Qusai Shambour Jie Lu 0001 An effective recommender system by unifying user and item trust information for B2B applications. 1110-1126 2015 81 J. Comput. Syst. Sci. 7 https://doi.org/10.1016/j.jcss.2014.12.029 db/journals/jcss/jcss81.html#ShambourL15

Fraihat Salam Qusai Shambour A Framework of Semantic Recommender System for e-Learning. 317-330 2015 10 J. Softw. 3 https://doi.org/10.17706/jsw.10.3.317-330 db/journals/jsw/jsw10.html#SalamS15

Ashraf Odeh Aymen M. Abu-Errub Qusai Shambour Nidal M. Turab Arabic Text Categorization Algorithm using Vector Evaluation Method. 2015 abs/1501.01318 CoRR http://arxiv.org/abs/1501.01318 db/journals/corr/corr1501.html#OdehAST15

Mou'ath Hourani Qusai Shambour Ahmad Al-Zubidy Ali Al-Smadi Proposed Design and Implementation for RESTful Web Server. 1071-1080 2014 9 J. Softw. 5 https://doi.org/10.4304/jsw.9.5.1071-1080 http://www.jsoftware.us/show-77-835-1.html https://www.wikidata.org/entity/Q120777189 db/journals/jsw/jsw9.html#HouraniSAA14

Moh'd Khaled Yousef Shambour Ahamad Tajudin Khader Ahmed A. Abusnaina Qusai Shambour Modified Tournament Harmony Search for Unconstrained Optimisation Problems. 283-292 2014 SCDM https://doi.org/10.1007/978-3-319-07692-8_27 conf/scdm/2014 db/conf/scdm/scdm2014.html#ShambourKAS14

Jie Lu 0001 Qusai Shambour Yisi Xu Qing Lin Guangquan Zhang 0001 A Web-Based Personalized Business Partner Recommendation System using Fuzzy Semantic Techniques. 37-69 2013 29 Comput. Intell. 1 https://doi.org/10.1111/j.1467-8640.2012.00427.x db/journals/ci/ci29.html#LuSXLZ13

Qusai Shambour Hybrid recommender systems for personalized government-to-business e-services University of Technology Sydney, Australia 2012 https://hdl.handle.net/10453/33871

Qusai Shambour Jie Lu 0001 A trust-semantic fusion-based recommendation approach for e-business applications. 768-780 2012 54 Decis. Support Syst. 1 https://doi.org/10.1016/j.dss.2012.09.005 db/journals/dss/dss54.html#ShambourL12

Qusai Shambour Jie Lu 0001 A hybrid trust-enhanced collaborative filtering recommendation approach for personalized government-to-business e-services. 814-843 2011 26 Int. J. Intell. Syst. 9 https://doi.org/10.1002/int.20495 db/journals/ijis/ijis26.html#ShambourL11

Qusai Shambour Jie Lu 0001 Integrating Multi-Criteria Collaborative Filtering and Trust filtering for personalized Recommender Systems. 44-51 2011 MCDM https://doi.org/10.1109/SMDCM.2011.5949274 conf/cimcdm/2011 db/conf/cimcdm/cimcdm2011.html#ShambourL11 Qusai Shambour Jie Lu 0001 Government-to-Business Personalized e-Services Using Semantic-Enhanced Recommender System. 197-211 2011 EGOVIS https://doi.org/10.1007/978-3-642-22961-9_16 conf/egov/2011 db/conf/egov/egovis2011.html#ShambourL11 Qusai Shambour Jie Lu 0001 A Hybrid Multi-criteria Semantic-Enhanced Collaborative Filtering Approach for Personalized Recommendations. 71-78 2011 Web Intelligence https://doi.org/10.1109/WI-IAT.2011.109 https://doi.ieeecomputersociety.org/10.1109/WI-IAT.2011.109 conf/webi/2011 db/conf/webi/webi2011.html#ShambourL11

Jie Lu 0001 Qusai Shambour Yisi Xu Qing Lin Guangquan Zhang 0001 BizSeeker: A hybrid semantic recommendation system for personalized government-to-business e-services. 342-365 2010 20 Internet Res. 3 https://doi.org/10.1108/10662241011050740 db/journals/intr/intr20.html#LuSXLZ10

Qusai Shambour Jie Lu 0001 A Framework of Hybrid Recommendation System for Government-to-Business Personalized E-Services. 592-597 2010 ITNG https://doi.org/10.1109/ITNG.2010.114 https://doi.ieeecomputersociety.org/10.1109/ITNG.2010.114 conf/itng/2010 db/conf/itng/itng2010.html#ShambourL10 Mosleh M. Abu-AlhajMosleh M. Abualhaj Aymen M. Abu-Errub Muhannad A. Abu-Hashem Laith Mohammad AbualigahLaith Abualigah Ahmed A. Abusnaina Mohammed Azmi Al-Betar Basil Al-Kasasbeh Sumaya N. Al-Khatib Ali Al-Smadi Mayy M. Al-Tahrawi Ahmad Al-Zubidy Mahran Al-Zyoud Omar Almomani Yousef Alrabanah Ahmed Izzat Alsalibi Mohmmad Abdalla Alsharaiah Salam Fraihat Amir Hossein GandomiAmir H. Gandomi Mohammad Hassan Mou'ath Hourani AbdelRahman H. Hussein Ahamad Tajudin Abdul KhaderAhamad Tajudin Khader Qasem KharmaQasem M. Kharma Qing Lin Jie Lu 0001 Sharif Naser Makhadmeh Ashraf Odeh Adeeb SaaidahAdeeb Alsaaidah Fraihat Salam Moh'd Khaled Yousef Shambour Ahmad Adel Abu Shareha Mohammad Shehab Faris M. Taweel Nedal TurabNidal M. Turab Yisi Xu Guangquan Zhang 0001