Sohag Kabir
Lecturer in Computer Science
| Faculty/Dept/School |
Department of Computer Science (Faculty of Engineering and Informatics) |
|---|---|
| s.kabir2@bradford.ac.uk |
Biography
I am a Lecturer in the Department of Computer Science, University of Bradford. I am also an Associate Fellow of the HEA. I received my PhD in Computer Science and MSc in Embedded Systems from the University of Hull in 2016 and 2012, respectively. I obtained my BSc degree in Computer Science and Engineering from Bangladesh University of Professionals. Prior to joining the University of Bradford, I was a Research Associate in the Dependable Intelligent Systems (DEIS) Research Group at the University of Hull. In 2011, I worked as a Lecturer in the Department of Computer Science and Engineering at the Asian University of Bangladesh.My research primarily focuses on safety, reliability, and security assurance and certification of cyber physical autonomous systems. I also have interests in model-based safety analysis, probabilistic risk assessment, dynamic reliability analysis, and stochastic modelling and analysis. I have published over 30 papers in these areas. I have contributed to EU projects on safety, including MAENAD and DEIS, working with Siemens, General Motors, Volvo, Continental, and DNV-GL, among others. In 2018, I received the research excellence award from the University of Hull.
More information about my teaching and research activities can be found on my personal website @ https://sohagkabir.github.io/
Research
Model-based Software and System EngineeringSafety assurance of cyber physical system
Dependability analysis of autonomous systems
System safety and security analysis
Probabilistic safety and reliability analysis
Bayesian networks
Fault diagnosis
Decision making under uncertainty
Internet of Things
Publications
| Peer Reviewed Journal | |
|---|---|
| Title | Safety + AI: A Novel Approach to Update Safety Models Using Artificial Intelligence (2019) |
| Authors | Youcef Gheraibia; Sohag Kabir; Koorosh Aslansefat; Ioannis Sorokos; Yiannis Papadopoulos |
| Journal | Ieee Access |
| Publisher | IEEE |
| DOI | 10.1109/ACCESS.2019.2941566 |
| Title | An enhanced secure delegation-based anonymous authentication protocol for PCSs (2019) |
| Authors | Gope P.;Ghayvat H.;Cheng Y.;Kabir S. |
| Journal | International Journal of Communication Systems |
| DOI | 10.1002/dac.4199 |
| Title | Dynamic reliability assessment of flare systems by combining fault tree analysis and Bayesian networks (2019) |
| Authors | Kabir, Sohag; Taleb-Berrouane, M.; Papadopoulos, Y. |
| Journal | Energy Sources, Part A: Recovery, Utilization and Environmental Effects |
| DOI | 10.1080/15567036.2019.1670287 |
| Title | Performance evaluation and design for variable threshold alarm systems through semi-Markov process. (2019) |
| Authors | Aslansefat K;Bahar Gogani M;Kabir S;Shoorehdeli MA;Yari M; |
| Journal | ISA Transactions |
| DOI | 10.1016/j.isatra.2019.08.015 |
| Title | Optimised cost considering Huffman code for biological data compression (2018) |
| Authors | Gheraibia Y.;Kabir S.;Moussaoui A.;Mazouzi S. |
| Journal | International Journal of Information and Communication Technology |
| DOI | 10.1504/IJICT.2018.094317 |
| Title | Fuzzy evidence theory and Bayesian networks for process systems risk analysis (2018) |
| Authors | Yazdi M.;Kabir S. |
| Journal | Human and Ecological Risk Assessment (HERA) |
| DOI | 10.1080/10807039.2018.1493679 |
| Title | Model-based assessment of energy-efficiency, dependability, and cost-effectiveness of waste heat recovery systems onboard ship (2018) |
| Authors | Lampe J.;Rüde E.;Papadopoulos Y.;Kabir S. |
| Journal | Ocean Engineering |
| DOI | 10.1016/j.oceaneng.2018.03.062 |
| Title | A review of applications of fuzzy sets to safety and reliability engineering (2018) |
| Authors | Kabir S.;Papadopoulos Y. |
| Journal | International Journal of Approximate Reasoning |
| DOI | 10.1016/j.ijar.2018.05.005 |
| Title | Dynamic system safety analysis in HiP-HOPS with Petri Nets and Bayesian Networks (2018) |
| Authors | Kabir S.;Walker M.;Papadopoulos Y. |
| Journal | Safety Science |
| DOI | 10.1016/j.ssci.2018.02.001 |
| Title | An Overview of the Approaches for Automotive Safety Integrity Levels Allocation (2018) |
| Authors | Gheraibia Y.;Kabir S.;Djafri K.;Krimou H. |
| Journal | Journal of Failure Analysis and Prevention |
| DOI | 10.1007/s11668-018-0466-9 |
| Title | Uncertainty-Aware Dynamic Reliability Analysis Framework for Complex Systems (2018) |
| Authors | Kabir S.;Yazdi M.;Aizpurua J.;Papadopoulos Y. |
| Journal | Ieee Access |
| DOI | 10.1109/ACCESS.2018.2843166 |
| Title | A fuzzy Bayesian network approach for risk analysis in process industries (2017) |
| Authors | Yazdi M.;Kabir S. |
| Journal | Process Safety and Environmental Protection: Transactions of the Institution of Chemical Engineers, Part B |
| DOI | 10.1016/j.psep.2017.08.015 |
| Title | Penguins search optimisation algorithm for association rules mining (2016) |
| Authors | Gheraibia Y.;Moussaoui A.;Djenouri Y.;Kabir S.;Yin P. |
| Journal | Journal of Computing and Information Technology |
| DOI | 10.20532/cit.2016.1002745 |
| Title | A synthesis of logic and bio-inspired techniques in the design of dependable systems (2016) |
| Authors | Papadopoulos Y.;Walker M.;Parker D.;Sharvia S.;Bottaci L.;Kabir S.;Azevedo L.;Sorokos I. |
| Journal | Annual Reviews in Control |
| DOI | 10.1016/j.arcontrol.2016.04.008 |
| Title | Fuzzy temporal fault tree analysis of dynamic systems (2016) |
| Authors | Kabir S.;Walker M.;Papadopoulos Y.;Rüde E.;Securius P. |
| Journal | International Journal of Approximate Reasoning |
| DOI | 10.1016/j.ijar.2016.05.006 |
| Book Chapter | |
|---|---|
| Title | Model-based dependability analysis: State-of-the-art, challenges, and future outlook. State-of-the-art, challenges, and future outlook. (2015) |
| Authors | Sharvia S.;Kabir S.;Walker M.;Papadopoulos Y. |
| Journal | Software Quality Assurance: In Large Scale and Complex Software-intensive Systems |
| DOI | 10.1016/B978-0-12-802301-3.00012-0 |
| Other Publication | |
|---|---|
| Other type | Reviews |
| Title | Uncertainty handling in fault tree based risk assessment: State of the art and future perspectives (2019) |
| Authors | Yazdi M.;Kabir S.;Walker M. |
| Journal | Process Safety and Environmental Protection: Transactions of the Institution of Chemical Engineers, Part B |
| DOI | 10.1016/j.psep.2019.09.003 |
| Other type | Reviews |
| Title | Applications of Bayesian networks and Petri nets in safety, reliability, and risk assessments: A review (2019) |
| Authors | Kabir S.;Papadopoulos Y. |
| Journal | Safety Science |
| DOI | 10.1016/j.ssci.2019.02.009 |
| Other type | Reviews |
| Title | An overview of fault tree analysis and its application in model based dependability analysis (2017) |
| Authors | Kabir S. |
| Journal | Expert Systems with Applications |
| DOI | 10.1016/j.eswa.2017.01.058 |