Interpreting Variational Autoencoders with Fuzzy Logic: A step towards interpretable deep learning based fuzzy classifiers
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 19 Temmuz 2020
BÖLAT KUTAY,KUMBASAR TUFAN
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A New Approach for Tactical Decision Making in Lane Changing: Sample Efficient Deep Q Learning with a Safety Feedback Reward
IEEE Intelligent Vehicles Symposium, 19 Eylül 2020
YAVAŞ MUHARREM UĞUR,KUMBASAR TUFAN,ÜRE NAZIM KEMAL
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A Deep Learning-Based Model to Estimate Architectural Elements of Classical Ottoman Period Mosques
C+++: Computation, Culture, and Context: the 11th ASCAAD (Arab Society for Computation, Architecture, Art, and Design) International Conference, Amman/ÜRDÜN, Vol. 1, No. 1, 7 Kasım 2023, s. 585-598, ISSN: 2994 – 9777
ŞENKAL HABİBE, ALAÇAM SEMA, GÜZELCİ ORKAN ZEYNEL, ŞEN BAYRAM ASENA KUMSAL, NEFTÇİ ARAS
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Regression-Based Estimation of Silicone Rubber Hydrophobicity Via Deep Learning
2024 IEEE International Conference on High Voltage Engineering and Applications (ICHVE), Berlin/ALMANYA, 18 Ağustos 2024, s. 1-4
İLHAN SUAT,ÖZDEMİR İDRİS,ÜÇKOL HALİL İBRAHİM
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The Hydrophobicity Class Identification of Silicone-Rubber Samples using Deep Learning Algorithms
2022 57TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC 2022), 30 Ağustos 2022
ÜÇKOL HALİL İBRAHİM, İLHAN SUAT, ÖZDEMİR İDRİS, DEMİROĞLU NESİBE
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Partial Discharge Pattern Classification based on Deep Learning for Defect Identification in MV Cable Terminations
2020 IEEE International Conference on High Voltage Engineering and Application (ICHVE), 6 Eylül 2020
UCKOL HALİL IBRAHİM,İLHAN SUAT,ÖZDEMİR AYDOĞAN
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Learning with Type-2 Fuzzy activation functions to improve the performance of Deep Neural Networks
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 85, Ekim 2019, s. 372-384, ISSN: 0952-1976
BEKE AYKUT,KUMBASAR TUFAN
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A Deep Learning-Based Pipeline for Teaching Control Theory: Transforming Feedback Control Systems on Whiteboard Into MATLAB
IEEE Access, Vol. 8, Ocak 2020, s. 84631-84641, ISSN: 2169-3536
ERDEM DORUKHAN,BEKE AYKUT,KUMBASAR TUFAN
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From Statistical to Deep Learning Models: A Comparative Sentiment Analysis Over Commodity News
International Conference on Intelligent and Fuzzy Systems, Vol. 308, No. 2, 24 Ağustos 2021, s. 155-162
SİVRİ MAHMUT SAMİ, KORKMAZ BUSE SİBEL, ÜSTÜNDAĞ ALP
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Fuzzy Soft Set Based Stock Prediction Model Integrating Machine Learning with Deep Sentiment Analysis
Journal of Multiple-Valued Logic and Soft Computing, Vol. 39, Mart 2022, s. 201-224, ISSN: 1542-3980
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP
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Improved reservoir characterization of thin beds by advanced deep learning approach
Applied Computing and Geosciences, Vol. 23, Eylül 2024, ISSN: 2590-1974
MANZOOR UMAR,EHSAN MUHSAN,HUSSAİN MUYYASSAR,BASHİR YASİR
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Detecting Multiclass Objects in Remote Sensing Imagery: A Deep Learning Approach
4th International Conference on Computer, Remote Sensing and Aerospace, 5 Temmuz 2024
BÜYÜKKANBER FURKAN,YANALAK MUSTAFA,MUSAOĞLU NEBİYE
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Vessel Detection from Optical Remote Sensing Images with Deep Learning Methods
10TH INTERNATIONAL CONFERENCE ON Recent Advances in Air and Space Technologies RAST 2023, 7 Haziran 2023, s. 1-5
BÜYÜKKANBER FURKAN, YANALAK MUSTAFA, MUSAOĞLU NEBİYE
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Mapping of Glaciers on Horseshoe Island, Antarctic Peninsula, with Deep Learning Based on High-Resolution Orthophoto
DRONES, Vol. 7, No. 2, Ocak 2023, s. 1-11, ISSN: 2504-446X
SELBESOĞLU MAHMUT OĞUZ, BAKIRMAN TOLGA, VASSİLEV OLEG, ÖZSOY BURCU
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Deep learning-based cyber resilient dynamic line rating forecasting
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, Vol. 142, Kasım 2022, s. 1-16, ISSN: 0142-0615
MORADZADEH ARASH, MOHAMMADPOURFARD MOSTAFA, GENÇ VEYSEL MURAT İSTEMİHAN, ŞEKER ŞAHİN SERHAT, MOHAMMADI-IVATLOO BEHNAM
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Wide Area Measurement Based Online Monitoring and Event Detection Using Convolutional Neural Networks
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 223
KESİCİ MERT,SANER CAN BERK,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Attack Detection and Localization in Smart Grid with Image-based Deep Learning
2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 25 Ekim 2021
MOHAMMADPOURFARD MOSTAFA, GENÇ VEYSEL MURAT İSTEMİHAN, LAKSHMİNARAYANA SUBHASH, KONSTANTİNOU CHARALAMBOS
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Electric load forecasting under False Data Injection Attacks using deep learning
ENERGY REPORTS, Vol. 8, Kasım 2022, s. 9933-9945, ISSN: 2352-4847
MORADZADEH ARASH, MOHAMMADPOURFARD MOSTAFA, CHARALAMBOS KONSTANTİNOU, GENÇ VEYSEL MURAT İSTEMİHAN, TAESİC KİM, MOHAMMADI-IVATLOO BEHNAM
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Real-Time Detection of Cyber-Attacks in Modern Power Grids with Uncertainty using Deep Learning
2022 International Conference on Smart Energy Systems and Technologies (SEST), Eindhoven/HOLLANDA, 5 Eylül 2022
MOHAMMADPOURFARD MOSTAFA, GHANAATPİSHE FATEME, WENG YANG, GENÇ VEYSEL MURAT İSTEMİHAN, SANDIKKAYA MEHMET TAHİR
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Predicting Selectivity of Compounds Against HDAC Isoforms Quantitatively Using Deep Learning Approaches
12th Visegrad Symposium on Biomolecular Interactions, Piestany/SLOVAKYA, 23 Haziran 2024
ÇORBACI TOLGA,DOĞAN BERNA,DURDAĞI SERDAR
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