● 학력 (Education)

2005.05 아리조나대학교 응용수학과 이학박사

1999.08 부산대학교 수학과 이학석사

1994.02 부산대학교 수학과 이학사

● 경력 (Experience)

2021.03 - 현재 빅데이터 기반 금융.수산.제조 혁신 산업수학센터장

2021.03 - 현재 부산대학교 수학과장

2021.06 - 현재 부산대학교 수학과 부교수

2018.09 - 2021.05 부산대학교 수학과 조교수

2017 - 2018.08 차세대도시농림개발사업단 책임연구원

2015 - 2016 한국외국어대학교 환경학과 조교수

2012 - 2015 한국형수치예보개발사업단 책임연구원

2006 - 2012 오레곤주립대학교 지구해양대기학부 연구원

● 대표논문 (Selected Publications)

○국외학술지 논문

(S)SCI(E)

[19]Muhammad Umair Al,Amad Zafar,Karam Dad Kallu,Haris Masood,Malik Muhammad Naeem Mannan,이브라힘 말릭 무하마,김상일,Muhammad Attique Khan,"Correlation-Filter-Based Channel and Feature Selection Framework for Hybrid EEG-fNIRS BCI Applications",IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS /ISSN = 2168-2194, Vol.2023

pp.1 - 10, (2023/07) (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)

[18]Hwayeong Kim,이지웅,Sangwoo Moon,김상일,김태형,Sang Wook Jin,Jung Lim Kim,Jonghoon Shin,Seung Uk Lee,장근수,후 위안멍,박정례, "Visual Field Prediction using a Deep Bidirectional Gated Recurrent Unit Network Model", SCIENTIFIC REPORTS /ISSN = 2045-2322, Vol.13

pp.1 - 13 (2023/07) (NATURE PUBLISHING GROUP)

[17]박정례,김상일,김태형,진상욱,Jung Lim Kim,신종훈,Seunguk Lee,장근수,후 위안멍,이지웅,"Data preprocessing and augmentation improved visual field prediction of recurrent neural network with multi-central datasets",OPHTHALMIC RESEARCH /ISSN = 0030-3747, Vol.1 Issue.1 pp.1 - 11 (2023/06) (KARGER)

[16]변도성,Deirdre E. Hart,김상일,하정민,"Classification of monthly tidal envelopes in mixed tide regimes",SCIENTIFIC REPORTS /ISSN = 2045-2322, Vol.13 pp.1 - 13 (2023/03) (NATURE PUBLISHING GROUP)

[15]박민우,이유진,김상일,김영진,김신영,김연식,김현민,"Distinguishing nontuberculous mycobacterial lung disease and Mycobacterium tuberculosis lung disease on X-ray images using deep transfer learning",BMC INFECTIOUS DISEASES /ISSN = 1471-2334, Vol.23 Issue.1 (2023/01) (BIOMED CENTRAL LTD)

[14]이시은,조은해,장근수,김상일,Cho, Giphil, "Early detection of norovirus outbreak using machine learning methods in South Korea", PLOS ONE /ISSN = 1932-6203, Vol.17 Issue.11 Novembe pp.1 - 12 (2022/11) (PUBLIC LIBRARY SCIENCE)

[13]아베스 와심,MASUD M.A.,박안나,파르빈 사지다,김상일,"Evolution and consequences of individual responses during the COVID-19 outbreak", PLOS ONE /ISSN = 1932-6203, Vol.17 Issue.9 Septembe (2022/09) (PUBLIC LIBRARY SCIENCE)

[12]정일효,이브라힘 말릭 무하마,카므란 아흐마드 무하,김상일,Ali, Muhammad Umair,Iram, Shazia,Naeem Mannan, Malik Muhammad,"Lag Synchronization of Noisy and Nonnoisy Multiple Neurobiological Coupled FitzHugh-Nagumo Networks with and without Delayed Coupling",COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE /ISSN = 1687-5265, Vol.2022 pp.1 - 23 (2022/08) (HINDAWI PUBLISHING CORP)

[11]Yong-Yub Kim,Yu-Kyeong Kang,Seung-Tae Lee,Hae Kun Jung,Chung Il Lee,김상일,Kwang Young Jeong,Do-Seong Byun,조양기,"Potential Impact of Late 1980s Regime Shift on the Collapse of Walleye Pollock Catch in the Western East/Japan Sea",Frontiers in Marine Science /ISSN = 2296-7745, Vol.9 pp.1 - 11(2022/05) (Frontiers Media S.A.)

[10]김상일,Ali, Muhammad U.,Kallu, Karam D.,Khan, Hafiz F.,Masood, Haris,Zafar, Amad,"An adaptive state of charge estimator for lithium-ion batteries",ENERGY SCIENCE & ENGINEERING /ISSN = 2050-0505,Vol.2022 pp.1 - 15 (2022/04) (WILEY)

[9]마수드,김상일,Adnan, Muhaiminul Islam,Masum, Mohammad,Shahriar, Hossain,"Comparative study of a mathematical epidemic model, statistical modeling, and deep learning for COVID-19 forecasting and management,SOCIO-ECONOMIC PLANNING SCIENCES /ISSN = 0038-0121,Vol.80 pp.1 - 10 (2022/03) (ELSEVIER SCIENCE INC)

[8]구본호,우승범,김상일, "Optimization of Influencing Factors in Tidal Current Data Assimilation Modeling in Macro Tidal Estuary, Gyeonggi Bay, South Korea", JOURNAL OF COASTAL RESEARCH /ISSN = 0749-0208, Vol.114, Issue.sp1, pp.66-70 (2021/10) (COASTAL EDUCATION & RESEARCH FOUNDATION)

[7]김영진,김가람,김상일,정다운,박민우, "Designing optimizing procedures for task switching to ensure efficiency in the hospital laboratory", SCIENTIFIC REPORTS /ISSN = 2045-2322, Vol.11, Issue.12717, pp.1-10 (2021/06) (NATURE PUBLISHING GROUP)

[6]정용담,조기필,김상일,정일효, "Optimal harvesting strategy for hairtail, Trichiurus Lepturus, in Korea Sea using discrete-time age-structured model", APPLIED MATHEMATICS AND COMPUTATION /ISSN = 0096-3003, Vol.392, pp.1-18 (2021/03) (ELSEVIER SCIENCE INC)

[5]이브라힘 말릭 무하마,무하마드 레한,Malik Muhammad Naeem Mannan,정일효,김상일, "Lag synchronization of coupled time-delayed FitzHugh-Nagumo neural networks via feedback control", SCIENTIFIC REPORTS /ISSN = 2045-2322, Vol.11, Issue.1, pp.00-00 (2021/02) (NATURE PUBLISHING GROUP)

[4]이브라힘 말릭 무하마,캄란 무하마드 아마드,Malik Muhammad Naeem Mannan,김상일,정일효, "Impact of Awareness to Control Malaria Disease: A Mathematical Modeling Approach", COMPLEXITY /ISSN = 1076-2787, Vol.2020, pp.1-13 (2020/10) (WILEY-BLACKWELL)

[3]박안나,김상일,정일효,변종혁, "An immune therapy model for effective treatment on inflammatory bowel disease", PLOS ONE /ISSN = 1932-6203, Vol.15, Issue.9, pp.1-15 (2020/09) (PUBLIC LIBRARY SCIENCE)

[2]김광수,이브라힘 말릭 무하마드,정일효,김상일, "Mathematical analysis of the effectiveness of control strategies to prevent the autorun virus transmission propagation", APPLIED MATHEMATICS AND COMPUTATION /ISSN = 0096-3003, Vol.371, pp.1-11 (2020/04) (ELSEVIER SCIENCE INC)

[1]구본호,우승범,김상일, "Improved Estuaries Salinity Stratification at Gyeonggi Bay Using Data Assimilation with Finite Volume Coastal Ocean Model (FVCOM)", JOURNAL OF COASTAL RESEARCH /ISSN = 0749-0208, Issue.Special 91, pp.416-420 (2019/08) (COASTAL EDUCATION & RESEARCH FOUNDATION)

○국내학술지 논문 

학진등재

[3]남성욱,김상일,김현민,유용빈, "Comparative Study of the Performance of Support Vector Machines with Various Kernels", East Asian Mathematical Journal /ISSN = 1226-6973, Vol.37, Issue.3, pp.333-354 (2021/05) (Executive Board of the Pusan Kyongnam Branch ofthe Korean MathematicalSociety)
[2]구본호,우승범,김상일, "서남해안 관측자료를 활용한 OI 자료동화의 최적 매개변수 산정 연구", 한국해안.해양공학회지 /ISSN = 1017-7116, Vol.31, Issue.6, pp.458-467 (2019/12) (한국해안·해양공학회)
[1]조기필,정용담,김상일,정일효, "An Impulsive Stage-Structured Optimal Control Problem and Optimal Harvest Strategy of Pacific Cod, Gadus Microcephalus, in the South Korea", East Asian Mathematical Journal /ISSN = 1226-6973, Vol.34, Issue.5, pp.683-691 (2018/09) (Executive Board of the Pusan Kyongnam Branch ofthe Korean MathematicalSociety)

● 대학원생(Graduate student)