夏沙哈/ Shahab S. Band

副教授/Associate Professor

學經歷 / Professional Experience

1. University of New South Wales
   Biological & Medical Machine Learning Lab (BML),
   Graduate School of Biomedical Engineering Machine Learning Research Fellow (October 2020-Present)
2. National Yunlin University of Science and Technology
   Future Technology Research Center, Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology Associate Professor ( Feb 2021)
3. Transport and Telecommunication Institute (TSI)
   Department of Computer Science Guest Professor (October 2018-Present)
4. Rutgers University Camden
   Machine Learning, Bioinformatics, and Computational Biology Lab ( MLBC Lab)
   Machine Learning Research Fellow (October 2020-Present)
   Machine Learning Research Fellow (October 2020-Present)
5. University of Hawaii
   Research Fellow (Jan 2021- Present)
6. Norwegian University of Science and Technology
   Faculty of Information Technology and Electrical Engineering PostDoc Research Fellow (Nov 2017- Nov 2020)

學術榮譽 / Awards

1. Top Young Elites Scientific of Islamic Azad University, Tehran, Iran (2011)
2. Award: Outstanding and Recognized Reviewer by Elsevier (2015-2019)
3. Top 1% scientists in the world in 2017-2018 based on Essential Science Indicators (Thomson Reuters- ESI- ISI)
4. Top 1% scientists in the world in 2017-2018 based on Essential Science Indicators (Thomson Reuters- ESI- ISI)

Honors and Awards / 榮譽獎項

1. World’s Top 2 percent highly cited scientists’ list by Stanford University.(https://data.mendeley.com/datasets/btchxktzyw/2).
2. Research Award: Was awarded the outstanding faculty award (Research) by Foundation for Science and Technology Development of Ton Duc Thang University (FOS-TECT), website: http://fostect.tdtu.edu.vn, under [grant number FOSTECT.2017.BR.19].
3. IEEE Senior Member Award
4. Postdoc Fellowship: The High Impact Research, University of Malaya, Malaysia (Dec 2014- Aug 2015)
5. Outstanding and Recognized Reviewer Award by Elsevier (2015-2019)
6. Top 1% scientists in the world in 2017-present based on Essential Science Indicators (Thomson Reuters- ESI- ISI).
7. Top 1% of reviewers in Computer Science on Publons global reviewer database.
8. Finalist candidate at cybersecurity award provided by Kaspersky s Cyber Security for the Next Generation, Singapore
9. Top Scientists Ranking in Computer Science on G2R World Ranking and G2R World Ranking 8th in Taiwan. (https://research.com/u/shahab-shamshirband)

論文著作 / Selected Publications

1. Khan, H. U., Raza, B., Shah, M. H., Usama, S. M., Tiwari, P., & Band, S. S. (2023). SMDetector: Small mitotic detector in histopathology images using faster R-CNN with dilated convolutions in backbone model. Biomedical Signal Processing and Control (Impact Factor=5.076), 81, 104414.
2. Pirbonyeh, M. A., Shayegan, M. A., Sotudeh, G., & Band, S. S. (2022). Heterogeneous domain adaptation by Features Normalization and Data Topology Preserving. Knowledge-Based Systems (Impact Factor=8.139),257, 109536.
3. Singh, R., Tiwari, P., Band, S. S., Rehman, A. U., Mahajan, S., Ding, Y., ... & Pandit, A. K. (2022). Impact of quarantine on fractional order dynamical model of Covid-19. Computers in Biology and Medicine, (Impact Factor=6.698). 151, 106266.
4. BAND, S. S., ARDABILI, S., SOOKHAK, M., THEODORE, A., ELNAFFAR, S., MOSLEHPOUR, M., ... & MOSAVI, A. (2022). WHEN SMART CITIES GET SMARTER VIA MACHINE LEARNING: AN IN-DEPTH LITERATURE REVIEW. IEEE ACCESS (Impact Factor=3.367).
5. SAMUEL, O., OMOJO, A. B., MOHSIN, S. M., TIWARI, P., GUPTA, D., & BAND, S. S. (2022). AN ANONYMOUS IOT-BASED E-HEALTH MONITORING SYSTEM USING BLOCKCHAIN TECHNOLOGY. IEEE SYSTEMS JOURNAL (Impact Factor=4.802).
6. PADMAA, M., JAYASANKAR, T., VENKATRAMAN, S., DUTTA, A. K., GUPTA, D., Band, S. S, & RODRIGUES, J. J. (2022). OPPOSITIONAL CHAOS GAME OPTIMIZATION-BASED CLUSTERING WITH TRUST BASED DATA TRANSMISSION PROTOCOL FOR INTELLIGENT IOT EDGE SYSTEMS. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (Impact Factor=4.542), 164, 142-151.
7. RAHMAN, A., HASAN, K., KUNDU, D., ISLAM, M. J., DEBNATH, T., BAND, S. S., & KUMAR, N. (2023). ON THE ICN-IOT WITH FEDERATED LEARNING INTEGRATION OF COMMUNICATION: CONCEPTS, SECURITY-PRIVACY ISSUES, APPLICATIONS, AND FUTURE PERSPECTIVES. FUTURE GENERATION COMPUTER SYSTEMS (Impact Factor=7.307), 138, 61-88.
8. MUMTAZ, N., EJAZ, N., HABIB, S., MOHSIN, S. M., TIWARI, P., BAND, S. S., & KUMAR, N. (2022). AN OVERVIEW OF VIOLENCE DETECTION TECHNIQUES: CURRENT CHALLENGES AND FUTURE DIRECTIONS. ARTIFICIAL INTELLIGENCE REVIEW (Impact Factor=9.588), 1-26.
9. KUMAR, S., SINGH, S. K., AGGARWAL, N., GUPTA, B. B., ALHALABI, W., & BAND, S. S. (2022). AN EFFICIENT HARDWARE SUPPORTED AND PARALLELIZATION ARCHITECTURE FOR INTELLIGENT SYSTEMS TO OVERCOME SPECULATIVE OVERHEADS. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (Impact Factor = 8.993).
10. BADSHAH, A., IWENDI, C., JALAL, A., HASAN, S. S. U., SAID, G., BAND, S. S., & CHANG, A. (2022). USE OF REGIONAL COMPUTING TO MINIMIZE THE SOCIAL BIG DATA EFFECTS. COMPUTERS & INDUSTRIAL ENGINEERING (Impact Factor = 7.18), 171, 108433.
11. CHANGAZI, S. A., BAKHSHI, A. D., YOUSAF, M., ISLAM, M. H., MOHSIN, S. M., BAND, S. S., & BOUROUIS, S. (2022). GA-BASED GEOMETRICALLY OPTIMIZED TOPOLOGY ROBUSTNESS TO IMPROVE AMBIENT INTELLIGENCE FOR FUTURE INTERNET OF THINGS. COMPUTER COMMUNICATIONS (Impact Factor = 5.047), 193, 109-117.
12. RAHMAN, A., HOSSAIN, M., MUHAMMAD, G., KUNDU, D., DEBNATH, T., RAHMAN, M., ... & BAND, S. S. (2022). FEDERATED LEARNING-BASED AI APPROACHES IN SMART HEALTHCARE: CONCEPTS, TAXONOMIES, CHALLENGES AND OPEN ISSUES. CLUSTER COMPUTING (Impact Factor = 2.303), 1-41.
13. O. SAMUEL, A. B. OMOJO, A. M. ONUJA, Y. SUNDAY, PRAYAG TIWARI, DEEPAK GUPTA, G. HAFEEZ, A. S. YAHAYA, O. J. FATOBA, Band, S. S, “IOMT: A COVID-19 HEALTHCARE SYSTEM DRIVEN BY FEDERATED LEARNING AND BLOCKCHAIN”, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (J-BHI) (Impact Factor = 7.021), (2022), PAGES 1-1, DOI=10.1109/JBHI.2022.3143576.
14. M. A. HASSAN, A. R. JAVED, T. HASSAN, S. S. BAND, R. SITHARTHAN AND M. RIZWAN, "REINFORCING COMMUNICATION ON THE INTERNET OF AERIAL VEHICLES," IN IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING (Impact Factor = 3.525), VOL. 6, NO. 3, PP. 1288-1297, SEPT. 2022, DOI: 10.1109/TGCN.2022.3157591
15. M. J. ISLAM, A. RAHMAN, S. KABIR, M. R. KARIM, K. ACHARJEE, M. K. NASIR, SHAHAB S. BAND, M. SOOKHAK, S. WU, "BLOCKCHAIN-SDN BASED ENERGY-AWARE AND DISTRIBUTED SECURE ARCHITECTURE FOR IOTS IN SMART CITIES.", IEEE INTERNET OF THINGS JOURNAL, (Impact Factor = 10.238) (2021).
16. SOHAIB A. LATIF, FANG B. XIAN WEN, CELESTINE IWENDI, LI-LI F. WANG, SYED MUHAMMAD MOHSIN, ZHAOYANG HAN, SHAHAB S. BAND, “AI-EMPOWERED, BLOCKCHAIN AND SDN INTEGRATED SECURITY ARCHITECTURE FOR IOT NETWORK OF CYBER PHYSICAL SYSTEMS”, COMPUTER COMMUNICATIONS (Impact Factor = 5.047) , VOLUME 181, 2022, PAGES 274-283.
17. ISLAM, MD. JAHIDUL, RAHMAN, ANICHUR , KABIR, SUMAIYA , KARIM, MD. RAZAUL , ACHARJEE, UZZAL KUMAR , NASIR, MOSTOFA KAMAL , BAND, SHAHAB S. , SOOKHAK, MEHDI , WU, SHAOEN, “BLOCKCHAIN-SDN-BASED ENERGY-AWARE AND DISTRIBUTED SECURE ARCHITECTURE FOR IOT IN SMART CITIES”, IEEE INTERNET OF THINGS JOURNAL (Impact Factor = 10.238) , 2022, VOLUME 9,NO 5, PAGES 3850-3864.
18. SHAHAB S. BAND ET AL, COMPUTATIONAL INTELLIGENCE INTRUSION DETECTION TECHNIQUES IN MOBILE CLOUD COMPUTING ENVIRONMENTS: REVIEW, TAXONOMY, AND OPEN RESEARCH ISSUES, JOURNAL OF INFORMATION SECURITY AND APPLICATIONS (Impact Factor = 4.96)  (2020).
19. PANDEY, H. M., ASLAM, M. S., TIWARI, P., BAND, S. S., QAISAR, I., & EL SAYED, H. (2022). EXTENDED SLIDING MODE OBSERVER FOR DELAYED TS FUZZY CONTROL WITH NON-PDC APPROACH. IEEE TRANSACTIONS ON FUZZY SYSTEMS (Impact Factor = 12.253)  , TFS-2021.
20. MOHAMMADZADEH, A., CASTILLO, O., BAND, S.S., “A NOVEL FRACTIONAL-ORDER MULTIPLE-MODEL TYPE-3 FUZZY CONTROL FOR NONLINEAR SYSTEMS WITH UNMODELED DYNAMICS”, INTERNATIONAL JOURNAL OF FUZZY SYSTEMS (Impact Factor = 4.85)   (2021).