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      Mehmet Acı
    users.ozgecmis
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    Department
    :
    Faculty of Engineering .
    Business Address
    :
    Mersin Üniversitesi Mühendislik Fakültesi Çiftlikköy Kampüsü 33343 Yenişehir/ Mersin .
    Phone
    :
    +90-324-361 00 01 .
    Internal
    :
    17045 .
    Fax
    :
    +90-324-361 00 32 .
    URL
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    VCARD
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    Created
    :
    2015-09-03 12:21:05 .
    Last Modification
    :
    2019-09-26 09:24:10 .
    Researcher ID :
    G-7110-2017
    Scopus ID :
    35236480500
    Orcid ID :
    0000-0002-7245-8673
    Scholar ID :
    h-index :
    3
    Publons ID :
    Point :
    12849

    Degree Department/Program Institute Year
    HIGH SCHOOL - ADANA ANATOLIAN HIGH SCHOOL 1999
    BSC COMPUTER ENGINEERING EASTERN MEDITERRANEAN UNIVERSITY 2004
    MASTER COMPUTER ENGINEERING CUKUROVA UNIVERSITY 2009
    PHD ELECTRICAL AND ELECTRONICS ENGINEERING CUKUROVA UNIVERSITY 2016

    Doctorate Thesis

    1. Prediction of Carbon Nanotube Atomic Coordinates Based on Machine Learning Algorithms, Supervisor: Dr. Mutlu AVCI, Çukurova University, Graduate School of Natural and Applied Sciences, Electrical and Electronics Engineering Department, Adana, Turkey, 2016.

    Master Thesis

    1. Development of a Hybrid Classification Method for Machine Learning, Supervisor: Dr. MUTLU AVCI, Çukurova University, Graduate School of Natural and Applied Sciences, Computer Engineering Department, ADANA, Turkey, 2009.

    users.gorevturu users.gorevsirket Year
    YONETICI HEMEN GELIRIZ TEKNOLOJI SANAYI VE TICARET ANONIM SIRKETI 2020-05-29 - 2021-04-04
    YONETICI IKRA DYNAMICS TEKNOLOJI SAN. VE TIC. LTD. STI. 2019-04-01 - 2020-03-29

    Title Dutie Institution/Other Year
    2015-06-04 - 2018-06-04

    International - SCI/SCI-Expanded category 4850
    2019
    5. Cagan, S.; Aci, M.; Buldum, B.; Aci, C. Artificial neural networks in mechanical surface enhancement technique for the prediction of surface roughness and microhardness of magnesium alloy. BULLETIN OF THE POLISH ACADEMY OF SCIENCES: TECHNICAL SCIENCES, 2019, 67, 729-739. 850 + 0
    http://journals.pan.pl/dlibra/publication/130182

    2017
    4. ACI, M.; AVCI, M.; ACI, C. Reducing Simulation Duration of Carbon Nanotube Using Support Vector Regression Method. GAZI UNIVERSITESI MUHENDISLIK‐MIMARLIK FAKULTESI DERGISI, 2017, 32, 901-907. 1000 + 0
    Publications_001.pdf

    2016
    3. Acı, M.; Avcı, M. Artificial neural network approach for atomic coordinate prediction of carbon nanotubes. APPLIED PHYSICS A, 2016, 122, 1-14. 1000 + 0
    http://dx.doi.org/10.1007/s00339-016-0153-1

    2011
    2. Aci, M.; Avci, M. K nearest neighbor reinforced expectation maximization method. ELSEVIER BV, 2011, 38, 12585-12591. 1000 + 29
    http://dx.doi.org/10.1016/j.eswa.2011.04.046


    Times Cited: 4
    2010
    1. Aci, M.; İnan, C.; Avci, M. A hybrid classification method of k nearest neighbor, Bayesian methods and genetic algorithm. ELSEVIER BV, 2010, 37, 5061-5067. 1000 + 136
    http://dx.doi.org/10.1016/j.eswa.2009.12.004


    Times Cited: 11
    International - Covered by Other International Indexes 200
    2018
    1. Aci, M.; Aci, C.; Avci, M. Performance comparison of ANFIS, ANN, SVR, CART and MLR techniques for geometry optimization of carbon nanotubes using CASTEP. TURKISH JOURNAL OF ENGINEERING, 2018, 2, 119-124. 200 + 0
    10.31127/tuje.408976

    National - Covered by ULAKBIM 400
    2019
    2. GÜVEN, C.; ACI, M. Artificial Neural Network Based Mobile Service Robot Developed for Smart Home Systems. EUROPEAN JOURNAL OF SCIENCE AND TECHNOLOGY, 2019, Special Issue, 74-81. 200 + 0
    Publications_004.pdf

    1. YERGÖK, D.; ACI, M. An Alternative Approach for Daily Demand Prediction in Mass Meal Production: Regression Learner. EUROPEAN JOURNAL OF SCIENCE AND TECHNOLOGY, 2019, Special Issue, 64-73. 200 + 0
    Publications_003.pdf

    International - Full text - Oral 2400

    13. AYYILDIZ DOĞANSOY, G.; ACI, M.; DOĞANSOY, A., Yapay Sinir Ağları Modelleri İle Ürün Satış Tahmini. MAS INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS-ENGINEERING-NATURAL & MEDICAL SCIENCES-XII, 2020-07-18, 2020-07-19, İzmir, Turkey, 2020. 200
    Scientific_Meetings_009.pdf

    12. AYYILDIZ DOĞANSOY, G.; ACI, M., Derin Öğrenme Yöntemleri Kullanılarak Zaman Serisi İle Ürün Talep Tahmini. MAS INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICS-ENGINEERING-NATURAL & MEDICAL SCIENCES-XII, 2020-07-18, 2020-07-19, İzmir, Turkey, 2020. 200
    Scientific_Meetings_008.pdf

    11. YERGÖK, D.; ACI, M., Comparison Of Regression Learner Methods For Daily Demand Prediction In Mass Meal Production. 2nd Cilicia International Symposium on Engineering and Technology (CISET2019), 2019-10-10, 2019-10-12, Mersin, Turkey, 2019. 200
    Scientific_Meetings_006.pdf

    10. YERGÖK, D.; ACI, M., Daily Demand Prediction In Mass Food Production With Ensembles Of Trees Model. 2nd Cilicia International Symposium on Engineering and Technology (CISET2019), 2019-10-10, 2019-10-10, Mersin, Turkey, 2019. 200
    Scientific_Meetings_007.pdf

    9. GÜVEN, C.; ACI, M., A Smart Home System Developed Using Artificial Neural Network On Raspberry Pi. 2nd Cilicia International Symposium on Engineering and Technology (CISET2019), 2019-10-10, 2019-10-12, Mersin, Turkey, 2019. 200
    Scientific_Meetings_004.pdf

    8. GÜVEN, C., Development Of An Artificial Intelligent Based Smart Home System Using Naive Bayes Classifier. 2nd Cilicia International Symposium on Engineering and Technology (CISET2019), 2019-10-10, 2019-10-12, Mersin, Turkey, 2019. 0
    Scientific_Meetings_005.pdf

    7. GÜVENÇLİ, M.; ACI, M., READING OF HANDWRITTEN NUMBERS WITH BACK PROPAGATION AND CONVOLUTIONAL NEURAL NETWORKS. Cilicia International Symposium on Engineering and Technology (CISET2018), 2018-10-26, 2018-10-27, Mersin, Turkey, 2018. 200
    Scientific_Meetings_002.pdf

    6. GÜL, A.; ACI, M., Görüntü İşleme Teknikleri ile Nesnelerin ve Kenarlarının Belirlenmesi. International Conference on Artificial Intelligence and Data Processing, 2018-09-28, 2018-09-30, Malatya, Turkey, 2018. 200
    Scientific_Meetings_003.pdf

    5. YERGÖK, D.; GÜVEN, C.; ACI, M., Artificial Neural Network Model Design for Daily Demand Prediction in Mass Meal Production. International Conference on Advanced Technologies, Computer Engineering and Science, 2018-05-11, 2018-05-13, Karabük, Turkey, 2018. 200
    Scientific_Meetings_001.pdf

    4. ACI, M.; ACI, Ç.; AVCI, M., An ANFIS Model for Geometry Optimization of Single Wall Carbon Nanotubes. International Conference on Advances and Innovations in Engineering, 2017-05-10, 2017-05-12, Elazığ, Turkey, 2017. 200

    3. ACI, M.; AVCI, M.; ACI, Ç., Regresyon Ağacı Yöntemi Kullanılarak Karbon Nanotüp Koordinatlarının İstenen Kiraliteye Göre Belirlenmesi. 1. Uluslararası Akdeniz Bilim ve Mühendislik Kongresi , 2016-10-26, 2016-10-28, Adana, Turkey, 2016. 200

    2. ACI, M.; ACI, Ç.; AVCI, M., A hybrid classification method of K nearest neighbor, bayesian methods and genetic algorithm. International Symposium on Innovations in Intelligent Systems and Applications, INISTA 2009, 2009-01-01, 2009-01-01, TRABZON, Turkey, 2009. 200

    1. ACI, M.; ACI, Ç.; AVCI, M., Utilization of KNN algorithm for expectation maximization based classification method. IEEE Conference on Intelligent Systems, IS 2008, 2008-01-01, 2008-01-01, VARNA, Bulgaria, 2008. 200

    National - Full text - Oral 200

    2. ACI, Ç.; ACI, M.; AVCI, M., Göğüs kanseri teşhisinde gelişmiş bir kestirim en iyileme yaklaşımı. Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi 30. Yıl Sempozyumu, 2008-01-01, 2008-01-01, ADANA, Turkey, 2008. 100

    1. AVCI, M.; ACI, M.; ACI, Ç., Kestirim en iyileme yöntemiyle sınıflamada K-en yakın komşu algoritmasının ön işleme metodu olarak kullanılması. Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, ASYU 2008, 2008-01-01, 2008-01-01, ISPARTA, Turkey, 2008. 100

    National - Researcher 100

    2. Parallelization of Dragonfly Optimization Algorithm with Distributed and Shared Memory Architectures, BAP, Project Number: 2017-1-AP3-2182, 938 EUR, Researcher, 2018,Completed. 50

    1. PREDICTION OF CARBON NANOTUBE ATOMIC COORDINATES BASED ON MACHINE LEARNING ALGORITHMS), BAP, Project Number: FDK-2015-3170, 0 TL, Researcher, 2016,Completed. 50

    International Journal [Year, Count] 34
    1. GAZI ÜNIVERSITESI MüHENDISLIK-MIMARLıK FAKüLTESI DERGISI , [ 2017 : 1 ] . 5
    2. INFORMATION SCIENCES , [ 2017 : 5 ] . 25
    3. JOURNAL OF NANOTECHNOLOGY: NANOMEDICINE & NANOBIOTECHNOLOGY , [ 2017 : 1 ] . 4

    Term C.Code Course Faculty/College/Institute Department/Program T-A-C
    Fall BM101 Introduction To Computer Engineering Faculty of Engineering Computer Engineering 3-0-3
    Fall BM401 Graduation Project I Faculty of Engineering Computer Engineering 0-2-1
    Fall CE418 E - Commerce Faculty of Engineering Computer Engineering 3-1-4
    Fall BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Fall BM 802 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM 801 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM 525 Metaheuristic Algorithm Institute of Science Department of Computer Enginee... 3-0-3
    Fall SEM YL Seminar Institute of Science Institute of Science 0-0-0

    Term C.Code Course Faculty/College/Institute Department/Program T-A-C
    Spring BM402 Graduation Project II Faculty of Engineering Computer Engineering 0-2-1
    Spring BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4
    Spring BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Spring BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Spring CE418 E - Commerce Faculty of Engineering Computer Engineering 3-1-4
    Spring BM 801 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Spring BM 802 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Spring BM 526 Neural Computing Methods Institute of Science Department of Computer Enginee... 3-0-3
    Fall BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Fall BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Fall BM101 Introduction To Computer Engineering Faculty of Engineering Computer Engineering 2-2-3
    Fall BM101 Introduction To Computer Engineering Faculty of Engineering Computer Engineering 2-2-3
    Fall BM 801 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM 802 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM 525 Metaheuristic Algorithm Institute of Science Department of Computer Enginee... 3-0-3
    Summer BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4
    Summer CE418 E - Commerce Faculty of Engineering Computer Engineering 3-1-4
    Summer BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Summer BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Summer BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4

    Term C.Code Course Faculty/College/Institute Department/Program T-A-C
    Spring BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4
    Spring BM402 Graduation Project II Faculty of Engineering Computer Engineering 0-2-1
    Spring BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Spring BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Spring BM 802 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Spring SEM YL Seminar Institute of Science Institute of Science 0-0-0
    Spring BM 526 Neural Computing Methods Institute of Science Department of Computer Enginee... 3-0-3
    Spring BM 528 Software Design Quality Institute of Science Department of Computer Enginee... 3-0-3
    Spring BM 801 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM101 Introduction To Computer Engineering Faculty of Engineering Computer Engineering 2-2-3
    Fall BM401 Graduation Project I Faculty of Engineering Computer Engineering 0-2-1
    Fall BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Fall BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Fall BM101 Introduction To Computer Engineering Faculty of Engineering Computer Engineering 2-2-3
    Fall BM 802 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM 801 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM 525 Metaheuristic Algorithm Institute of Science Department of Computer Enginee... 3-0-3
    Summer BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Summer BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Summer BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4

    Term C.Code Course Faculty/College/Institute Department/Program T-A-C
    Spring BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4
    Spring ENF 118 Computer Skills and Applications II College of Jewellery Technolog... Jewellery Technology and Desig... 1-2-2
    Spring BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Spring BM 802 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Spring BM 801 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Spring SEM YL Seminar Institute of Science Institute of Science 0-0-0
    Spring BM 528 Software Design Quality Institute of Science Department of Computer Enginee... 3-0-3
    Spring BM 526 Neural Computing Methods Institute of Science Department of Computer Enginee... 3-0-3
    Fall BM404 Mobile Devices and Applications Faculty of Engineering Computer Engineering 4-0-4
    Fall BM101 Introduction To Computer Engineering Faculty of Engineering Computer Engineering 2-2-3
    Fall BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Fall MM119 Introduction To Computer Programming Faculty of Engineering Mechanical Engineering 2-2-3
    Fall BM 801 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM 802 Special Topics In Computer Engineering Institute of Science Department of Computer Enginee... 4-0-0
    Fall BM 525 Metaheuristic Algorithm Institute of Science Department of Computer Enginee... 3-0-3
    Fall BM 527 Advanced Database Applications Institute of Science Department of Computer Enginee... 3-0-3
    Fall ENF103 Computer Skills and Applications Vocational School of Maritime Maritime Management and Operat... 1-1-2
    Fall ENF103 Computer Skills and Applications Vocational School of Maritime Maritime Management and Operat... 1-1-2
    Summer BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Summer BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4
    Summer BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4

    Term C.Code Course Faculty/College/Institute Department/Program T-A-C
    Spring MAT110 Linear Algebra Faculty of Engineering Computer Engineering 3-0-3
    Spring ENF 118 Computer Skills and Applications II College of Jewellery Technolog... Jewellery Technology and Desig... 1-2-2
    Spring BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4
    Spring BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Spring BM224 Software Engineering Faculty of Engineering Computer Engineering 3-0-3
    Fall MM119 Introduction To Computer Programming Faculty of Engineering Mechanical Engineering 2-2-3
    Fall MAT203 Ordinary Differential Equations Faculty of Engineering Computer Engineering 4-0-4
    Fall BM101 Introduction To Computer Engineering Faculty of Engineering Computer Engineering 2-2-3
    Fall BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Fall MM119 Introduction To Computer Programming Faculty of Engineering Mechanical Engineering 2-2-3

    Term C.Code Course Faculty/College/Institute Department/Program T-A-C
    Spring BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Spring BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4
    Spring BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
    Fall BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Fall BM101 Introduction To Computer Engineering Faculty of Engineering Computer Engineering 2-2-3
    Summer BM103 Introduction To Programming I Faculty of Engineering Computer Engineering 3-2-4
    Summer BM106 Linear Algebra and Differential Equation... Faculty of Engineering Computer Engineering 4-0-4
    Summer BM102 Introduction To Programming II Faculty of Engineering Computer Engineering 3-2-4
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