Education Information
1987 - 1991
1987 - 1991Doctorate
Tulane University, Electrical Engineering And Computer Science, United States Of America
1978 - 1982
1978 - 1982Undergraduate
Istanbul Technical University, Maden Fakültesi, Petrol Ve Doğalgaz Mühendisliği Bölümü, Turkey
Dissertations
1991
1991Doctorate
Integrating Advanced Data Models for Large Knowledge-Based Applications
Tulane University, Engineering, Computer Science
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
A2 Elementary
A2 ElementaryRussian
Research Areas
Engineering and Technology
Academic Titles / Tasks
1999 - Continues
1999 - ContinuesProfessor
Middle East Technical University, Faculty of Engineering, Department of Computer Engineering
1993 - 1999
1993 - 1999Associate Professor
Middle East Technical University, Faculty of Engineering, Department of Computer Engineering
1991 - 1993
1991 - 1993Assistant Professor
Middle East Technical University, Faculty of Engineering, Department of Computer Engineering
Managerial Experience
2010 - Continues
2010 - ContinuesHead of Department
Middle East Technical University, Faculty of Engineering, Department of Computer Engineering
Non Academic Experience
2010 - Continues
2010 - ContinuesEEEAG Genel Yönetim Kurul Üyeliği
TÜBİTAK
1991 - Continues
1991 - ContinuesÖğretim üyesi
Orta Doğu Teknik Üniversitesi
2018 - 2021
2018 - 2021Bölüm Başkanı
Nazarbayev University
1998 - 2000
1998 - 2000Öğretim üyesi
Tulane University (USA)
Advising Theses
2022
2022Doctorate
Biopsy cost reduction for early diagnosis of breast cancer using hybrid deep learning techniques
YAZICI A. (Advisor)
P.USKANER(Student)
2022
2022Postgraduate
Hierarchical human activity recognition with fusion of audio and multiple inertial sensor modalities
YAZICI A. (Advisor)
T.ALARA(Student)
2021
2021Postgraduate
Multi-Stream Orientation and Position based Adaptive Graph Convolutional Network for Skeleton Based Activity Recognition
YAZICI A. (Advisor)
C.Tangirbergenov(Student)
2020
2020Doctorate
Multilevel object tracking on big graph data using interval type-2 fuzzy systems in wireless multimedia sensor networks
YAZICI A. (Advisor)
C.Küçükkeçeci(Student)
2019
2019Postgraduate
Fuzzified semantic WEB reasoning for activity detection in WMSN applications
YAZICI A. (Advisor)
A.NAİL(Student)
2019
2019Postgraduate
BB-PLUS: an efficient approach for subgraph isomorphism problem in big graph databases
YAZICI A. (Advisor)
E.Taşkomaz(Student)
2018
2018Doctorate
An intelligent fuzzy clustering approach for energy-efficient data aggregation in wireless sensor networks
YAZICI A. (Advisor)
S.ALPER(Student)
2018
2018Doctorate
Indexing both content and concept for high-dimensional multimedia data
YAZICI A. (Advisor)
S.ARSLAN(Student)
2017
2017Doctorate
A Lightweight wireless multimedia sensor network architecture with object detection and classification capabilities
YAZICI A. (Advisor)
M.Civelek(Student)
2017
2017Doctorate
A lightweight wireless multimedia sensor network architecture with object detection and classification capability
YAZICI A. (Advisor)
M.CİVELEK(Student)
2016
2016Postgraduate
BB-Graph: A new subgraph isomorphism algorithm for querying big graph databases
YAZICI A. (Advisor)
M.ASİLER(Student)
2016
2016Doctorate
An adaptive, energy-aware and distributed fault-tolerant topology-control algorithm for heterogeneous wireless sensor networks
YAZICI A. (Advisor)
F.DENİZ(Student)
2015
2015Postgraduate
Database security in private database clouds
YAZICI A. (Co-Advisor), BAYKAL N. (Co-Advisor)
O.ÇINAR(Student)
2014
2014Postgraduate
Doküman kategorizasyonu ve imza bölge analizi
YAZICI A. (Advisor)
İ.CÜCELOĞLU(Student)
2014
2014Doctorate
Fusion of multimodal information for multimedia information retrieval
YAZICI A. (Advisor)
T.YILMAZ(Student)
2014
2014Postgraduate
An efficient fuzzy fusion-based framework for surveillance applications in wireless multimedia sensor networks
YAZICI A. (Co-Advisor), COŞAR A. (Co-Advisor)
S.ALPER(Student)
2013
2013Postgraduate
Describing the software architecture of a multimedia data management system
OĞUZTÜZÜN M. H. S. (Co-Advisor), YAZICI A. (Co-Advisor)
Ç.AVCI(Student)
2013
2013Postgraduate
Integration of multimodal multimedia database system architecture with query level fusion
YAZICI A. (Advisor)
S.SATTARI(Student)
2013
2013Doctorate
Design and implementation of a novel visual analysis system for image classification
YAZICI A. (Advisor)
Ü.LÜTFÜ(Student)
2013
2013Doctorate
Fault-tolerant topology control in heterogeneous wireless sensor networks
YAZICI A. (Advisor)
H.BAĞCI(Student)
2013
2013Postgraduate
Frequency-driven late fusion-based word decomposition approach on the phrase-based statistical machine translation systems
YAZICI A. (Advisor)
M.TATLICIOĞLU(Student)
2013
2013Doctorate
Design and implementation of a novel visual analysis system for image clasiffication
YAZICI A. (Advisor)
Ü.Lütfü(Student)
2012
2012Postgraduate
Semantic classification and retrieval system for environmental sounds
YAZICI A. (Advisor)
Ç.OKUYUCU(Student)
2012
2012Postgraduate
Expert finding in domains with unclear topics
YAZICI A. (Co-Advisor), TAŞKAYA TEMİZEL T. (Co-Advisor)
G.HÜLYA(Student)
2012
2012Postgraduate
Algorithms for the weapon - target allocation problem
YAZICI A. (Advisor)
A.TURAN(Student)
2012
2012Postgraduate
Fusing semantic information extracted from visual, auditory and textual data of videos
YAZICI A. (Advisor)
E.GÜLEN(Student)
2012
2012Postgraduate
Turkish large vocabulary continuous speech recognition by using limited audio corpus
YAZICI A. (Advisor)
D.SUSMAN(Student)
2012
2012Doctorate
An energy-efficient and reactive remote surveillance framework using wireless multimedia sensor networks
YAZICI A. (Advisor)
H.ÖZTARAK(Student)
2012
2012Postgraduate
FMDBMS-a fuzzy MPEG-7 database management system
YAZICI A. (Advisor)
N.İLKER(Student)
2011
2011Postgraduate
Named entity recognition in Turkish with Bayesian learning and hybrid approaches
YAZICI A. (Advisor)
S.REHA(Student)
2011
2011Doctorate
Exploiting information extraction techniques for automatic semantic annotation and retrieval of news videos in Turkish
YAZICI A. (Advisor)
D.KÜÇÜK(Student)
2011
2011Doctorate
Rule-based in-network processing for event-driven applications in wireless sensor networks
YAZICI A. (Advisor)
Ö.ŞANLI(Student)
2011
2011Postgraduate
Semi-automatic semantic video annotation tool
YAZICI A. (Advisor)
M.AYDINLILAR(Student)
2010
2010Postgraduate
Static range assignment in wireless sensor networks
YAZICI A. (Advisor)
E.UZUN(Student)
2010
2010Postgraduate
A web based GIS mashup for archaeology
YAZICI A. (Co-Advisor), COŞAR A. (Co-Advisor)
B.ÖZTÜRK(Student)
2010
2010Postgraduate
Implementation of X-tree with 3D spatial index and fuzzy secondary index
YAZICI A. (Advisor)
S.KESKİN(Student)
2010
2010Postgraduate
Integration of fuzzy object-oriented multimedia database components
YAZICI A. (Advisor)
U.DEMİR(Student)
2010
2010Postgraduate
Pattern extraction by using both spatial and temporal features on Turkish meteorological data
KARAGÖZ P. (Co-Advisor), YAZICI A. (Co-Advisor)
I.GOLER(Student)
2010
2010Doctorate
Design and implementation of spatiotemporal databases
YAZICI A. (Advisor)
A.SÖZER(Student)
2010
2010Postgraduate
Fuzzy unequal clustering in wireless sensor networks
YAZICI A. (Advisor)
H.BAĞCI(Student)
2009
2009Postgraduate
Fuzzy decision fusion for single target classification in wireless sensor networks
YAZICI A. (Advisor)
S.GÖK(Student)
2009
2009Doctorate
Automatic semantic content extraction in videos using a spatio-temporal ontology model
YAZICI A. (Advisor)
Y.YILDIRIM(Student)
2009
2009Postgraduate
Content-based audio management and retrieval system for news broadcasts
YAZICI A. (Advisor)
E.DOĞAN(Student)
2008
2008Postgraduate
Fuzzy association rule mining from spatio-temporal data: An analysis of meteorological data in Turkey
YAZICI A. (Advisor)
S.ÜNAL(Student)
2008
2008Doctorate
Coupling speech recognition and rule-based machine translation
YAZICI A. (Advisor)
S.KÖPRÜ(Student)
2008
2008Postgraduate
Object extraction from images/videos using a genetic algorithm based approach
YAZICI A. (Advisor)
T.YILMAZ(Student)
2008
2008Doctorate
Development of a decision support system for performance-based landfill design
Yazıcı A. (Co-Advisor), Ünlü K.
B.ÇELİK(Student)
2008
2008Postgraduate
Efficient index structures for video databases
YAZICI A. (Advisor)
E.AÇAR(Student)
2007
2007Postgraduate
An intelligent fuzzy object-oriented database framework for video database applications
YAZICI A. (Advisor)
N.BURCU(Student)
2007
2007Postgraduate
A constraint based real-time license plate recognition system
YAZICI A. (Advisor)
A.GÖKAY(Student)
2006
2006Postgraduate
Veri ambarı ve OLAP teknolojilerinden yararlanılarak karar destek amaçlı raporlama aracı gerçekleştirimi
YAZICI A. (Advisor)
S.DÜZGÜNOĞLU(Student)
2005
2005Postgraduate
Fuzzy spatial data cube construction and its use in association rule mining
YAZICI A. (Advisor)
N.IŞIK(Student)
2005
2005Postgraduate
Structural and event based multimodal video data modeling
YAZICI A. (Advisor)
H.ÖZTARAK(Student)
2005
2005Doctorate
A fuzzy petri net model for intelligent databases
YAZICI A. (Advisor)
B.BOSTAN(Student)
2004
2004Postgraduate
Semantik video modeling and retrieval with visual, auditory, textual sources
YAZICI A. (Advisor)
N.Durak(Student)
2004
2004Postgraduate
A new technique: Replace algorithm to retrieve a version from a repository instead of delta application
YAZICI A. (Advisor)
S.ONUR(Student)
2004
2004Postgraduate
Semantic video modeling and retrieval with visual, auditory, textual sources
YAZICI A. (Advisor)
N.DURAK(Student)
2004
2004Postgraduate
An XML based content-based image retrieval system with MPEG-7 descriptors
YAZICI A. (Advisor)
S.ARSLAN(Student)
2004
2004Postgraduate
An XML based content-based image retrieval system with MPRG-7 descriptors
YAZICI A. (Advisor)
S.Arslan(Student)
2003
2003Postgraduate
An indexing technique for similarity-based fuzzy object-oriented data model (food index)
YAZICI A. (Advisor)
Ç.İNCE(Student)
2002
2002Postgraduate
A video database management system based on MPEG-7 standard.
YAZICI A. (Advisor)
Ö.Yavuz(Student)
2002
2002Postgraduate
A Video database management system based on MPEG-7 standard
YAZICI A. (Advisor)
Ö.YAVUZ(Student)
2002
2002Postgraduate
Fuzzy functional dependency and fuzzy normal forms in fuzzy relational databases
YAZICI A. (Advisor)
Ö.BAHAR(Student)
2001
2001Postgraduate
Implementation of index structures for fuzzy spatial querying
YAZICI A. (Advisor)
A.SÖZER(Student)
2001
2001Postgraduate
Spatio-temporal querying in video databases
YAZICI A. (Co-Advisor), ÇİÇEKLİ F. N. (Co-Advisor)
M.KÖPRÜLÜ(Student)
2001
2001Doctorate
An Intelligent fuzzy object-oriented database system
YAZICI A. (Advisor)
M.KOYUNCU(Student)
1999
1999Postgraduate
Uncertainity management in spatial dtabase applications
YAZICI A. (Advisor)
K.AKKAYA(Student)
1999
1999Postgraduate
Uncertanity management in spatial database application
YAZICI A. (Advisor)
K.Akkaya(Student)
1998
1998Postgraduate
Design and implementation of multimedia database applications
YAZICI A. (Advisor)
R.SAVAŞ(Student)
1998
1998Postgraduate
Implementation of the extended complex values for uncertain data.
YAZICI A. (Advisor)
A.SOYSAL(Student)
1997
1997Postgraduate
Fuzzy functional and fuzzy multivalued dependencies in fuzzy relational databases
YAZICI A. (Advisor)
M.İlker(Student)
1997
1997Postgraduate
Computerised aircraft maintenance management system
YAZICI A. (Advisor)
A.Şenol(Student)
1997
1997Postgraduate
Fuzzy Functional and fuzzy multivalued dependencies fuzzy relational databases
YAZICI A. (Advisor)
M.İLKER(Student)
1997
1997Postgraduate
Computerized aircraft maintenance management
YAZICI A. (Advisor)
A.ŞENOL(Student)
1997
1997Postgraduate
An implementation of fuzzy control algorithms for controlling the crane arm of multi-barreled rocket launcher ammunition transport vehicles
YAZICI A. (Advisor)
A.Bostan(Student)
1997
1997Postgraduate
An Implementation of fuzzy control algorithms for controlling the crane arm of multi barraled rocket louncher ammunition transport vehicles
YAZICI A. (Advisor)
A.BOSTAN(Student)
1997
1997Postgraduate
Ensuring multilevel database security using fuzzy logic
YAZICI A. (Advisor)
H.KÖKSAL(Student)
1997
1997Postgraduate
A Formal conceptual approach for fuzzy object-oriented database design
YAZICI A. (Advisor)
A.ÇINAR(Student)
1997
1997Postgraduate
Modeling uncertainity in a deductive object-oriented database
YAZICI A. (Advisor)
B.BOSTAN(Student)
1996
1996Postgraduate
Fuzzy indexing with multi level grid file
YAZICI A. (Advisor)
D.CİBİCELİ(Student)
1995
1995Postgraduate
Extended relational database management systems for document retrieval
YAZICI A. (Advisor)
D.ARIKAN(Student)
1995
1995Postgraduate
Fuzzy object-oriented database modelling incorporated with logic
YAZICI A. (Advisor)
M.KOYUNCU(Student)
1995
1995Postgraduate
Fuzzy object-oriented database modeling incorporated with logic
YAZICI A. (Advisor)
M.Koyuncu(Student)
1995
1995Postgraduate
Data model for the representation of complex and uncertain information
YAZICI A. (Advisor)
O.MERDAN(Student)
1995
1995Postgraduate
Data models for the representation of complex and uncertain information
YAZICI A. (Advisor)
O.Merdan(Student)
1994
1994Postgraduate
Computer-based automation of the material requirements planning (MRP)
YAZICI A. (Advisor)
H.ERYÜKSEL(Student)
1994
1994Postgraduate
Fuzzy object modelling inobject-oriented environment
YAZICI A. (Advisor)
D.AKSOY(Student)
1994
1994Postgraduate
Study of transitive closure algorithms in deductive databases
YAZICI A. (Advisor)
L.YAVUZ(Student)
1994
1994Postgraduate
Study of transitive closure algorithms in deductive database
YAZICI A. (Advisor)
L.Yavuz(Student)
1994
1994Postgraduate
Handling fuzzy complex objects in knowledge-based systems
YAZICI A. (Advisor)
M.TURHAN(Student)
1994
1994Postgraduate
Design and analysis of lot sizing techniques for an MRP system
YAZICI A. (Advisor)
S.Zencirci(Student)
1994
1994Postgraduate
Design and analysis of lot sizing techniques for an mrp systems
YAZICI A. (Advisor)
S.ZENCİRCİ(Student)
1994
1994Postgraduate
Fuzzy object modeling in object-oriented environment
YAZICI A. (Advisor)
D.Aksoy(Student)
Published journal articles indexed by SCI, SSCI, and AHCI
2024
2024BF-BigGraph: An efficient subgraph isomorphism approach using machine learning for big graph databases
YAZICI A., Taşkomaz E.
Information Systems , vol.124, 2024 (SCI-Expanded)
2024
2024Semantic deep learning and adaptive clustering for handling multimodal multimedia information retrieval
Sattari S., YAZICI A.
Multimedia Tools and Applications , 2024 (SCI-Expanded)
2024
2024Hybrid deep learning models with data fusion approach for electricity load forecasting
Özen S., YAZICI A., ATALAY M. V.
Expert Systems , 2024 (SCI-Expanded)
2023
2023Designing Efficient and Lightweight Deep Learning Models for Healthcare Analysis
Baltabay M., YAZICI A., Sterling M., Ever E.
Neural Processing Letters , vol.55, no.6, pp.6947-6977, 2023 (SCI-Expanded)
2023
2023A smart e-health framework for monitoring the health of the elderly and disabled
YAZICI A., Zhumabekova D., Nurakhmetova A., Yergaliyev Z., Yatbaz H. Y., Makisheva Z., et al.
Internet of Things (Netherlands) , vol.24, 2023 (SCI-Expanded)
2023
2023FSOLAP: A fuzzy logic-based spatial OLAP framework for effective predictive analytics
Keskin S., YAZICI A.
EXPERT SYSTEMS WITH APPLICATIONS , vol.213, 2023 (SCI-Expanded)
2022
2022Hand-crafted versus learned representations for audio event detection
Kucukbay S. E., YAZICI A., KALKAN S.
MULTIMEDIA TOOLS AND APPLICATIONS , vol.81, no.21, pp.30911-30930, 2022 (SCI-Expanded)
2022
2022An Effective Forest Fire Detection Framework Using Heterogeneous Wireless Multimedia Sensor Networks
Kizilkaya B., Ever E., Yatbaz H. Y., Yazici A.
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS , vol.18, no.2, 2022 (SCI-Expanded)
2022
2022HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases
ASİLER M., YAZICI A., George R.
JOURNAL OF BIG DATA , vol.9, no.1, 2022 (SCI-Expanded)
2022
2022Modeling and Querying Fuzzy SOLAP-Based Framework
Keskin S., YAZICI A.
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION , vol.11, no.3, 2022 (SCI-Expanded)
Refereed Congress / Symposium Publications in Proceedings
2024
2024From Data to Insights: Using Fuzzy Logic in Spatial Data Summarization with Fuzzy Spatial OLAP
Keskin S., YAZICI A.
2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024, Yokohama, Japan, 30 June - 05 July 2024
2021
2021Management of Complex and Fuzzy Queries Using a Fuzzy SOLAP-Based Framework
Keskin S., YAZICI A.
14th International Conference on Flexible Query Answering Systems (FQAS), Bratislava, Slovakia, 19 - 24 September 2021, vol.12871, pp.109-126
2019
2019Optimizing the Performance of Rule-Based Fuzzy Routing Algorithms in Wireless Sensor Networks
Sert S. A., YAZICI A.
2019 IEEE International Conference on Fuzzy Systems, FUZZ 2019, Louisiana, United States Of America, 23 - 26 June 2019, vol.2019-June
2017
2017Effects of Selective Forwarding Attacks on Wireless Sensor Network Efficiency
Sert S. A., YAZICI A., Cosar A.
25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017
2013
2013Kullanim eslemesiyle mimari görünümlerin drdelenmesi üzerine bir örnek çalisma
AVCI Ç., Oʇuztüzün H., YAZICI A.
7th Turkish National Software Engineering Symposium, UYMS 2013, İzmir, Turkey, 26 September 2013, vol.1072
2011
2011Spatio-temporal pattern and trend extraction on Turkish meteorological data
Goler I., KARAGÖZ P., YAZICI A.
26th Annual International Symposium on Computer and Information Science, ISCIS 2011, London, England, 26 - 28 September 2011, pp.505-510
2010
2010A framework for fuzzy video content extraction, storage and retrieval
Koyuncu M., YILMAZ M. T., Yildirim Y., YAZICI A.
2010 6th IEEE World Congress on Computational Intelligence, WCCI 2010, Barcelona, Spain, 18 - 23 July 2010
2010
2010Adult image content classification using global features and skin region detection
Sevimli H., Esen E., Ateş T. K., Ozan E. C., Tekin M., Loǧoǧlu K. B., et al.
25th International Symposium on Computer and Information Sciences, ISCIS 2010, London, England, 22 - 24 September 2010, vol.62 LNEE, pp.253-258
2010
2010A hybrid named entity recognizer for Turkish with applications to different text genres
Küçük D., YAZICI A.
25th International Symposium on Computer and Information Sciences, ISCIS 2010, London, England, 22 - 24 September 2010, vol.62 LNEE, pp.113-116
Activities in Scientific Journals
2017 - Continues
2017 - Continues