Academic publications of our department:
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
