Yayınlar

Bölümümüz öğretim üye ve elemanları tarafından yayımlanmış akademik çalışmalar:

  • HIERARCHICAL MULTI-HEAD ATTENTION LSTM FOR POLYPHONIC SYMBOLIC MELODY GENERATION 2024 AHMET KAŞİF, SELÇUK SEVGEN, ALPER ÖZCAN, ÇAĞATAY ÇATAL
  • A PORTABLE MULTISPECTRAL VEIN IMAGING SYSTEM 2023 HAYDAR ÖZKAN
  • RENK TUTARSIZLIĞI PROBLEMLERİ VE ÇÖZÜMLERİ: BİR ARAŞTIRMA 2023 TURGAY TUGAY BİLGİN, MELİKE BEKTAŞ KÖSESOY, SEÇKİN YILMAZ
  • KONUT FIYATLARININ TAHMINI IÇIN POLINOMSAL REGRESYON VE YAPAY SINIR AĞLARI YÖNTEMLERININ UYGULAMALI KARŞILAŞTIRILMASI 2023 TURGAY TUGAY BİLGİN, ZEYNEP BARUT
  • ANALYSIS OF CYBER SECURITY KNOWLEDGE GAPS BASED ON CYBER SECURITY BODY OF KNOWLEDGE 2023 ÇAĞATAY ÇATAL, ALPER ÖZCAN, EMRAH DÖNMEZ, AHMET KAŞİF
  • TEMPORAL FUSION TRANSFORMER-BASED PREDICTION IN AQUAPONICS 2023 AHMET METİN, AHMET KAŞİF, ÇAĞATAY ÇATAL
  • DEEP LEARNING-BASED MODELLING OF PYROLYSIS 2023 ALPER ÖZCAN, AHMET KAŞİF, İSMAİL VELİ SEZGİN, ÇAĞATAY ÇATAL, HASAN MERDUN
  • BREAST CANCER PREDICTION WITH ARTIFICIAL INTELLIGENCE BASED CLINICAL DECISION SUPPORT SYSTEM 2023 HASİBE CANDAN, HASAN ŞAHİN
  • YAPAY SINIR AĞLARI KULLANILARAK PROTEIN KATLANMASI TANIMA 2023 SENA DİKİCİ, VOLKAN ALTUNTAŞ
  • A COMPARATIVE EVALUTION ON THE PREDICTION PERFORMANCE OF REGRESSION ALGORITHMS IN MACHINE LEARNING FOR DIE DESIGN COST ESTIMATION 2023 HASAN ŞAHİN, ŞEYMA DOĞRU, GÜL ÇİÇEK ZENGİN BİNTAŞ
  • PREDICTION OF CANCER IN DNA SEQUENCES USING UNSUPERVISED LEARNING METHODS 2023 ŞEYMA DOĞRU, VOLKAN ALTUNTAŞ
  • PREVENTING CRIME AND TERRORIST ACTIVITIES WITH A NEW ANOMALY DETECTION APPROACH BASED ON OUTFIT 2023 SEÇKİN YILMAZ, YUSUF KAYIPMAZ, RÜYA ŞAMLI
  • AN EFFICIENT REGULAR EXPRESSION INFERENCE APPROACH FOR RELEVANT IMAGE EXTRACTION 2023 HAYRİ VOLKAN AGUN, ERDİNÇ UZUN
  • WEBCOLLECTIVES: A LIGHT REGULAR EXPRESSION BASED WEB CONTENT EXTRACTOR IN JAVA 2023 HAYRİ VOLKAN AGUN
  • A SPATIO-TEMPORAL APPROACH FOR DETERMINING INDIVIDUAL'S COVID-19 RISKS 2023 HAYRİ VOLKAN AGUN
  • K- STRONG INFERENCE ALGORITHM: A HYBRID INFORMATION THEORY BASED GENE NETWORK INFERENCE ALGORITHM 2023 MUSTAFA ÖZGÜR CİNGİZ
  • COMPREHENSIVE SURVEY OF THE SOLVING PUZZLE PROBLEMS 2023 SEÇKİN YILMAZ, VASİF NABİYEV
  • USER REACTIONS ABOUT WILDFIRES ON TWITTER 2022 RIDVAN YAYLA, TURGAY TUGAY BİLGİN
  • PERFORMANCE COMPARISON OF MODEL STORAGE FORMATS FOR DEPLOYING DATA MINING MODELS 2022 TURGAY TUGAY BİLGİN
  • A CASE STUDY ON THE RELATIONSHIP BETWEEN WATER QUALITY PARAMETERS: BURSA 2022 ERGÜN GÜMÜŞ
  • A COMPARATIVE STUDY ON THE PERFORMANCE ANALYSIS OF FEATURE EXTRACTORS USED IN AUGMENTED REALITY APPLICATIONS UNDER VARIOUS IMAGE CONDITIONS 2022 CEREN AKMAN YAMAN, ERGÜN GÜMÜŞ
  • SIBER GÜVENLIKTE YAPAY ZEKANIN ROLÜ VE ÖNEMI: BIR DERLEME 2022 HASİBE CANDAN, EMRE SADIKOĞLU, EMİNE CENGİZ
  • ADAPTATION OF THE FOUR LEVELS OF TEST MATURITY MODEL INTEGRATION WITH AGILE AND RISK-BASED TEST TECHNIQUES 2022 MUSTAFA ÖZGÜR CİNGİZ, OYA KALIPSIZ
  • A COMPARATIVE STUDY OF AUTOENCODER APPROACHES TO THE DATA SPARSITY PROBLEM IN RECOMMENDER SYSTEMS 2022 MUSTAFA ÖZGÜR CİNGİZ
  • A CLASSIFICATION APPROACH WITH MACHINE LEARNING METHODS FOR TECHNICAL PROBLEMS OF DISTANCE EDUCATION: TURKEY EXAMPLE 2021 RIDVAN YAYLA, TURGAY TUGAY BİLGİN
  • THE INVESTIGATION OF THE SUCCESS OF DIFFERENT MACHINE LEARNING METHODS IN BREAST CANCER DIAGNOSIS 2021 TURGAY TUGAY BİLGİN
  • CONCEPTUAL DESIGN OF PYTHON IDE WITH EMBEDDED TURKISH SPOKEN CHATBOT THAT ANALYZES AND CORRECTS THE SYNTAX ERRORS 2021 TURGAY TUGAY BİLGİN, ERDEM YAVUZ
  • DETERMINING OF THE USER ATTITUDES ON MOBILE SECURITY PROGRAMS WITH MACHINE LEARNING METHODS 2021 RIDVAN YAYLA, TURGAY TUGAY BİLGİN
  • A NEW PARALLEL PROCESSING ARCHITECTURE FOR ACCELERATING IMAGE ENCRYPTION BASED ON CHAOS 2021 ERDEM YAVUZ
  • CLUSTERED MOBILE DATA COLLECTION IN WSNS: AN ENERGY-DELAY TRADE-OFF 2021 İZZET FATİH ŞENTÜRK
  • ENERGY LOAD FORECASTING USING A DUAL-STAGE ATTENTION-BASED RECURRENT NEURAL NETWORK 2021 ALPER ÖZCAN, ÇAĞATAY ÇATAL, AHMET KAŞİF
  • A FIREWALL POLICY ANOMALY DETECTION FRAMEWORK FOR RELIABLE NETWORK SECURITY 2021 AHMET KAŞİF, ÇAĞATAY ÇATAL
  • THE PERFORMANCE COMPARISON OF GENE CO-EXPRESSION NETWORKS OF BREAST AND PROSTATE CANCER USING DIFFERENT SELECTION CRITERIA 2021 MUSTAFA ÖZGÜR CİNGİZ, GÖKSEL BİRİCİK, BANU DİRİ
  • NORMALIZASYON YÖNTEMLERININ RNA- SEQ VERILERI ÜZERINDE ÇIKARILAN GEN BIRLIKTE İFADE EDILME AĞLARININ PERFORMANSINA ETKISI 2021 MUSTAFA ÖZGÜR CİNGİZ
  • KULLANICI TABANLI VE ÖĞE TABANLI İŞBIRLIKÇI FILTRELEME ILE KÜMELEME ALGORITMALARININ DEĞERLENDIRILMESI 2021 MUSTAFA ÖZGÜR CİNGİZ
  • SENTIMENT ANALYSIS OF COVID-19 RELATED CONTENTS IN MICROBLOGS 2021 MUSTAFA ÖZGÜR CİNGİZ
  • RGO / MNO2 / POLYTERTHIOPHENE TERNARY COMPOSITE: PORE SIZE CONTROL, ELECTROCHEMICAL SUPERCAPACITOR BEHAVIOR AND EQUIVALENT CIRCUIT MODEL ANALYSIS 2020 MURAT ATEŞ, HAYDAR ÖZKAN
  • A PORTABLE WEARABLE TELE-ECG MONITORING SYSTEM 2020 HAYDAR ÖZKAN, ORHAN ÖZHAN
  • AN EFFECTIVE APPROACH FOR BREAST CANCER DIAGNOSIS BASED ON ROUTINE BLOOD ANALYSIS FEATURES 2020 ERDEM YAVUZ, CAN EYÜPOĞLU
  • KANSER TEŞHISI IÇIN MAKINE ÖĞRENMESI TEKNIKLERINE DAYALI YENI BIR SINIFLANDIRMA METODU 2020 CAN EYÜPOĞLU, ERDEM YAVUZ
  • A STEINER ZONE APPROACH FOR MOBILE DATA COLLECTION IN PARTITIONED WIRELESS SENSOR NETWORKS 2020 İZZET FATİH ŞENTÜRK
  • MOBILE DATA COLLECTION IN SMART CITY APPLICATIONS: THE IMPACT OF PRECEDENCE-BASED ROUTE PLANNING ON DATA LATENCY 2020 İZZET FATİH ŞENTÜRK
  • AUTOMATICALLY DISCOVERING RELEVANT IMAGES FROM WEB PAGES 2020 ERDİNÇ UZUN, ERKAN ÖZHAN, HAYRİ VOLKAN AGUN, TARIK YERLİKAYA, HALİL NUSRET BULUŞ
  • KAVRAMLAR ARASI WORDNET TABANLI ANLAMSAL BENZERLIK DEĞERLERININ FARKLI METRIKLERLE DEĞERLENDIRILMESI 2020 MUSTAFA ÖZGÜR CİNGİZ
  • IMPROVING INITIAL FLATTENING OF CONVEX-SHAPED FREE-FORM MESH SURFACE PATCHES USING A DYNAMIC VIRTUAL BOUNDARY 2019 ERDEM YAVUZ, RIFAT YAZICI, MUSTAFA CEM KASAPBAŞI, TURGAY TUGAY BİLGİN
  • PARTITION-AWARE CENTRALITY MEASURES FOR CONNECTIVITY RESTORATION IN MOBILE SENSOR NETWORKS 2019 İZZET FATİH ŞENTÜRK
  • DANIŞMANLI VE YARI DANIŞMANLI ÖĞRENME KULLANARAK DOKÜMAN VEKTÖRLERI TABANLI TWEETLERIN DUYGU ANALIZI 2019 METİN BİLGİN, İZZET FATİH ŞENTÜRK
  • TWO-TIER COMBINATORIAL STRUCTURE TO INTEGRATE VARIOUS GENE CO-EXPRESSION NETWORKS OF PROSTATE CANCER 2019 MUSTAFA ÖZGÜR CİNGİZ, BANU DİRİ
  • SELECTION OF SPECTRAL FEATURES FOR LAND COVER TYPE CLASSIFICATION 2018 ERGÜN GÜMÜŞ, PINAR KIRCI