Adnan Yazici

Orcid: 0000-0001-9404-9494

Affiliations:
  • Middle East Technical University


According to our database1, Adnan Yazici authored at least 171 papers between 1992 and 2024.

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Bibliography

2024
Using BERT models for breast cancer diagnosis from Turkish radiology reports.
Lang. Resour. Evaluation, September, 2024

BF-BigGraph: An efficient subgraph isomorphism approach using machine learning for big graph databases.
Inf. Syst., 2024

An altitude-aware fuzzy approach for energy efficiency in UAV-assisted 3D Wireless Sensor Networks.
Appl. Soft Comput., 2024

From Data to Insights: Using Fuzzy Logic in Spatial Data Summarization with Fuzzy Spatial OLAP.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023
Designing Efficient and Lightweight Deep Learning Models for Healthcare Analysis.
Neural Process. Lett., December, 2023

A smart e-health framework for monitoring the health of the elderly and disabled.
Internet Things, December, 2023

MM-FOOD: a high-dimensional index structure for efficiently querying content and concept of multimedia data.
J. Intell. Fuzzy Syst., 2023

FSOLAP: A fuzzy logic-based spatial OLAP framework for effective predictive analytics.
Expert Syst. Appl., 2023

Real-Time Human Activity Recognition Using Dimensionality Reduction in Wireless Multimedia Sensor Networks.
Proceedings of the IEEE Global Communications Conference, 2023

2022
An Effective Forest Fire Detection Framework Using Heterogeneous Wireless Multimedia Sensor Networks.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Hand-crafted versus learned representations for audio event detection.
Multim. Tools Appl., 2022

HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases.
J. Big Data, 2022

Modeling and Querying Fuzzy SOLAP-Based Framework.
ISPRS Int. J. Geo Inf., 2022

Denoising Autoencoder and Weight Initialization of CNN Model for ERP Classification.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Image segmentation for content-color-dependent screening (CCDS) using U-net.
Proceedings of the Color Imaging XXVII: Displaying, 2022

2021
Energy-efficient and fault-tolerant drone-BS placement in heterogeneous wireless sensor networks.
Wirel. Networks, 2021

A new framework of multi-objective evolutionary algorithms for feature selection and multi-label classification of video data.
Int. J. Mach. Learn. Cybern., 2021

Increasing energy efficiency of rule-based fuzzy clustering algorithms using CLONALG-M for wireless sensor networks.
Appl. Soft Comput., 2021

Management of Complex and Fuzzy Queries Using a Fuzzy SOLAP-Based Framework.
Proceedings of the Flexible Query Answering Systems - 14th International Conference, 2021

Effective Use of Low Power Heterogeneous Wireless Multimedia Sensor Networks for Surveillance Applications Using IEEE 802.15.4 Protocol.
Proceedings of the Advanced Information Networking and Applications, 2021

2020
Performance evaluation of hybrid disaster recovery framework with D2D communications.
Comput. Commun., 2020

Speech emotion recognition with deep convolutional neural networks.
Biomed. Signal Process. Control., 2020

Analysis of Multiobjective Algorithms for the Classification of Multi-Label Video Datasets.
IEEE Access, 2020

Detection of Objects and Trajectories in Real-time using Deep Learning by a Controlled Robot.
Proceedings of the International Conference on Robotics, 2020

Low Cost Smart House Implementation with Sensory Information Analysis and Face Recognition.
Proceedings of the 12th International Conference on Knowledge and Smart Technology, 2020

Effective diagnosis of heart disease imposed by incomplete data based on fuzzy random forest.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
A Fusion-Based Framework for Wireless Multimedia Sensor Networks in Surveillance Applications.
IEEE Access, 2019

Multilevel Object Tracking in Wireless Multimedia Sensor Networks for Surveillance Applications Using Graph-Based Big Data.
IEEE Access, 2019

Comparative Study on Energy Efficiency of WSNs and WMSNs for Surveillance Applications.
Proceedings of the 26th International Conference on Telecommunications, 2019

Comparison of Predictive Models for Forecasting Time-series Data.
Proceedings of the 3rd International Conference on Big Data Research, 2019

On Approximating Metric Nearness Through Deep Learning.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Activity Learning from Lifelogging Images.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Optimizing the Performance of Rule-Based Fuzzy Routing Algorithms in Wireless Sensor Networks.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Content And Concept Indexing For High-Dimensional Multimedia Data.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Fuzzy Semantic Web Architecture for Activity Detection in Wireless Multimedia Sensor Network Applications.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

2018
Secure Wireless Powered and Cooperative Jamming D2D Communications.
IEEE Trans. Green Commun. Netw., 2018

A Two-Tier Distributed Fuzzy Logic Based Protocol for Efficient Data Aggregation in Multihop Wireless Sensor Networks.
IEEE Trans. Fuzzy Syst., 2018

An intelligent multimedia information system for multimodal content extraction and querying.
Multim. Tools Appl., 2018

Multimodal query-level fusion for efficient multimedia information retrieval.
Int. J. Intell. Syst., 2018

Big Data Model Simulation on a Graph Database for Surveillance in Wireless Multimedia Sensor Networks.
Big Data Res., 2018

Hybrid Approach for Disaster Recovery using P2P Communications in Android.
Proceedings of the 43rd IEEE Conference on Local Computer Networks Workshops, 2018

Modelling and Designing Spatial and Temporal Big Data for Analytics.
Proceedings of the Computer and Information Sciences - 32nd International Symposium, 2018

2017
Rule-based inference and decomposition for distributed in-network processing in wireless sensor networks.
Knowl. Inf. Syst., 2017

BB-Graph: A New Subgraph Isomorphism Algorithm for Efficiently Querying Big Graph Databases.
CoRR, 2017

Game theory based secure wireless powered D2D communications with cooperative jamming.
Proceedings of the 2017 Wireless Days, Porto, Portugal, March 29-31, 2017, 2017

Effects of selective forwarding attacks on wireless sensor network efficiency.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Leveraging multimodal and feature selection approaches to improve sleep apnea classification performance.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

D2D cooperative communications for disaster management.
Proceedings of the 24th International Conference on Telecommunications, 2017

Robust Design for MISO SWIPT System with Artificial Noise and Cooperative Jamming.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

An efficient fuzzy path selection approach to mitigate selective forwarding attacks in wireless sensor networks.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Multimedia information retrieval using fuzzy cluster-based model learning.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Use of Acoustic and Vibration Sensor Data to Detect Objects in Surveillance Wireless Sensor Networks.
Proceedings of the 21st International Conference on Control Systems and Computer Science, 2017

2016
Efficient active rule processing in wireless multimedia sensor networks.
Int. J. Ad Hoc Ubiquitous Comput., 2016

Conference Report on 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2015) [Conference Reports].
IEEE Comput. Intell. Mag., 2016

An adaptive, energy-aware and distributed fault-tolerant topology-control algorithm for heterogeneous wireless sensor networks.
Ad Hoc Networks, 2016

METU-MMDS: An Intelligent Multimedia Database System for Multimodal Content Extraction and Querying.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

A Novel Grouping Genetic Algorithm for the One-Dimensional Bin Packing Problem on GPU.
Proceedings of the Computer and Information Sciences - 31st International Symposium, 2016

A Graph-Based Big Data Model for Wireless Multimedia Sensor Networks.
Proceedings of the Advances in Big Data, 2016

Fuzzy processing in surveillance wireless sensor networks.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A novel fuzzy feature encoding approach for image classification.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
A Distributed Fault-Tolerant Topology Control Algorithm for Heterogeneous Wireless Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2015

Towards Effective Image Classification Using Class-Specific Codebooks and Distinctive Local Features.
IEEE Trans. Multim., 2015

Indexing Fuzzy Spatiotemporal Data for Efficient Querying: A Meteorological Application.
IEEE Trans. Fuzzy Syst., 2015

MOFCA: Multi-objective fuzzy clustering algorithm for wireless sensor networks.
Appl. Soft Comput., 2015

Impacts of routing attacks on Surveillance Wireless Sensor Networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Distributed connectivity restoration in Underwater Acoustic Sensor Networks via depth adjustment.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

An improved BOW approach using fuzzy feature encoding and visual-word weighting.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Efficient Multimedia Information Retrieval with Query Level Fusion.
Proceedings of the Flexible Query Answering Systems 2015, 2015

Improving Hadoop Hive Query Response Times Through Efficient Virtual Resource Allocation.
Proceedings of the Flexible Query Answering Systems 2015, 2015

2014
RELIEF-MM: effective modality weighting for multimedia information retrieval.
Multim. Syst., 2014

Data fusion and processing in Wireless Multimedia Sensor Networks: An analysis for surveillance applications.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

An efficient fuzzy fusion-based framework for surveillance applications in Wireless Multimedia Sensor Networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

On Fuzzy Extensions to Energy Ontologies for Text Processing Applications.
Proceedings of the Information Sciences and Systems 2014, 2014

Software architecture of a Multimedia Data Management System.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013
Automatic Semantic Content Extraction in Videos Using a Fuzzy Ontology and Rule-Based Model.
IEEE Trans. Knowl. Data Eng., 2013

A semi-automatic text-based semantic video annotation system for Turkish facilitating multilingual retrieval.
Expert Syst. Appl., 2013

Comparison of feature-based and image registration-based retrieval of image data using multidimensional data access methods.
Data Knowl. Eng., 2013

An energy aware fuzzy approach to unequal clustering in wireless sensor networks.
Appl. Soft Comput., 2013

Efficient Tracking of Multiple Objects in Wireless Multimedia Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2013

Bir Çoklu Ortam Veri Yönetim Sistemi Mimarisinin ATAM ile Değerlendirilmesi.
Proceedings of the 7th National Software Engineering Symposium, 2013

Kullanım Eşlemesiyle Mimari Görünümlerin İrdelenmesi Üzerine Bir Örnek Çalışma.
Proceedings of the 7th National Software Engineering Symposium, 2013

Effectiveness analysis of features used for categorization of music and speech.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Environmental sound classification using spectral and harmonic feature combination.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Audio Feature and Classifier Analysis for Efficient Recognition of Environmental Sounds.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Named Entity Recognition in Turkish with Bayesian Learning and Hybrid Approaches.
Proceedings of the Information Sciences and Systems 2013, 2013

2012
Welcome Message from the VLDB 2012 General Chairs.
Proc. VLDB Endow., 2012

Multimodal Information Fusion for Semantic Video Analysis.
Int. J. Multim. Data Eng. Manag., 2012

A hybrid named entity recognizer for Turkish.
Expert Syst. Appl., 2012

Turkish Large Vocabulary Continuous Speech Recognition by using limited audio corpus.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A RELIEF-based modality weighting approach for multimodal information retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Semi-Automatic Semantic Video Annotation Tool.
Proceedings of the Computer and Information Sciences III, 2012

Non-linear weighted averaging for multimodal information fusion by employing Analytical Network Process.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Efficient and Accurate Object Classification in Wireless Multimedia Sensor Networks.
Proceedings of the 21st International Conference on Computer Communications and Networks, 2012

A novel fuzzy visual object classification approach.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Exploiting information extraction techniques for automatic semantic video indexing with an application to Turkish news videos.
Knowl. Based Syst., 2011

Advances in fuzzy querying: Theory and applications.
Int. J. Intell. Syst., 2011

A flexible and scalable audio information retrieval system for mixed-type audio signals.
Int. J. Intell. Syst., 2011

A Genetic Algorithms Based Classifier for Object Classification in Images.
Proceedings of the Computer and Information Sciences II, 2011

Providing Automated Actions in Wireless Multimedia Sensor Networks via Active Rules.
Proceedings of the Computer and Information Sciences II, 2011

Spatio-Temporal Pattern and Trend Extraction on Turkish Meteorological Data.
Proceedings of the Computer and Information Sciences II, 2011

Exploiting Class-Specific Features in Multi-feature Dissimilarity Space for Efficient Querying of Images.
Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011

Multilingual Video Indexing and Retrieval Employing an Information Extraction Tool for Turkish News Texts: A Case Study.
Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011

Implementation of X-Tree with 3D Spatial Index and Fuzzy Secondary Index.
Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011

Flexible Content Extraction and Querying for Videos.
Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011

2010
Querying Fuzzy Spatiotemporal Databases: Implementation Issues.
Proceedings of the Uncertainty Approaches for Spatial Data Modeling and Processing: A Decision Support Perspective, 2010

Online education experiences: information technologies certificate program at METU.
Proceedings of the 15th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2010

Adult Image Content Classification Using Global Features and Skin Region Detection.
Proceedings of the Computer and Information Sciences, 2010

A Hybrid Named Entity Recognizer for Turkish with Applications to Different Text Genres.
Proceedings of the Computer and Information Sciences, 2010

Comparison of Multidimensional Data Access Methods for Feature-Based Image Retrieval.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A text-based fully automated architecture for the semantic annotation and retrieval of Turkish news videos.
Proceedings of the FUZZ-IEEE 2010, 2010

A framework for fuzzy video content extraction, storage and retrieval.
Proceedings of the FUZZ-IEEE 2010, 2010

Fuzzy decision fusion for single target classification in wireless sensor networks.
Proceedings of the FUZZ-IEEE 2010, 2010

An energy aware fuzzy unequal clustering algorithm for wireless sensor networks.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
A Fuzzy Conceptual Model for Multimedia Data with a Text-Based Automatic Annotation Scheme.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2009

An intelligent fuzzy object-oriented database framework for video database applications.
Fuzzy Sets Syst., 2009

Content-Based Classification and Segmentation of Mixed-Type Audio by Using MPEG-7 Features.
Proceedings of the First International Conference on Advances in Multimedia, 2009

Employing named entities for semantic retrieval of news videos in Turkish.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Lightweight Object Localization with a Single Camera in Wireless Multimedia Sensor Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Named Entity Recognition Experiments on Turkish Texts.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

Content-Based Retrieval of Audio in News Broadcasts.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

Lattice Parsing to Integrate Speech Recognition and Rule-Based Machine Translation.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Rule-based in-network processing in wireless sensor networks.
Proceedings of the IEEE International Conference on Control Applications, 2009

2008
FOOD Index: A Multidimensional Index Structure for Similarity-Based Fuzzy Object Oriented Database Models.
IEEE Trans. Fuzzy Syst., 2008

Modeling and querying fuzzy spatiotemporal databases.
Inf. Sci., 2008

Incorporating Fuzziness into Active Rules.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

Combining Structural Analysis and Computer Vision Techniques for Automatic Speech Summarization.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Fuzzy Association Rule Mining from Spatio-temporal Data.
Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008

Slim-tree and BitMatrix index structures in image retrieval system using MPEG-7 Descriptors.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Fuzzy Data Representation and Querying in XML Database.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007

Design and implementation of index structures for fuzzy spatial databases.
Int. J. Intell. Syst., 2007

A fuzzy Petri net model for intelligent databases.
Data Knowl. Eng., 2007

Online Surveillance Video Archive System.
Proceedings of the Advances in Multimedia Modeling, 2007

Ontology-supported object and event extraction with a genetic algorithms approach for object classification.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Generating Expressive Summaries for Speech and Musical Audio using Self-Similarity Clues.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A New Approach for Information Processing inWireless Sensor Network.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

Structural and Semantic Modeling of Audio for Content-Based Querying and Browsing.
Proceedings of the Flexible Query Answering Systems, 7th International Conference, 2006

Flexible Querying Using Structural and Event Based Multimodal Video Data Model.
Proceedings of the Flexible Query Answering Systems, 7th International Conference, 2006

Ontology-Supported Video Modeling and Retrieval.
Proceedings of the Adaptive Multimedia Retrieval: User, 2006

Semantic Information Retrieval on the Web.
Proceedings of the Advances in Information Systems, 4th International Conference, 2006

Structural and Event Based Multimodal Video Data Modeling.
Proceedings of the Advances in Information Systems, 4th International Conference, 2006

2005
A fuzzy knowledge-based system for intelligent retrieval.
IEEE Trans. Fuzzy Syst., 2005

Data management research at the Middle East Technical University.
SIGMOD Rec., 2005

Multimodal Video Database Modeling, Querying and Browsing.
Proceedings of the Computer and Information Sciences, 2005

2004
Modeling and Management of Fuzzy Information in Multimedia Database Applications.
Multim. Tools Appl., 2004

Spatio-temporal querying in video databases.
Inf. Sci., 2004

A knowledge server for reasoning about temporal constraints between classes and instances of events.
Int. J. Intell. Syst., 2004

Using Fuzzy Petri Nets for Static Analysis of Rule-Bases.
Proceedings of the Computer and Information Sciences, 2004

Index structures for flexible querying in fuzzy spatial databases.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

An active fuzzy object-oriented database approach.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

An Indexing Technique for Similarity-Based Fuzzy Object-Oriented Data Model.
Proceedings of the Flexible Query Answering Systems, 6th International Conference, 2004

2003
IFOOD: An Intelligent Fuzzy Object-Oriented Database Architecture.
IEEE Trans. Knowl. Data Eng., 2003

2001
Semantic data modeling of spatiotemporal database applications.
Int. J. Intell. Syst., 2001

A complete axiomatization for fuzzy functional and multivalued dependencies in fuzzy database relations.
Fuzzy Sets Syst., 2001

2000
Fuzzy Modeling Approach for Integrated Assessments Using Cultural Theory.
Proceedings of the Intelligent Problem Solving, 2000

Flexible Querying in an Intelligent Object-Oriented Database Environment.
Proceedings of the Flexible Query Answering Systems, 2000

Fuzzy Content-Based Retrieval in Image Databases.
Proceedings of the Advances in Information Systems, First International Conference, 2000

1999
Handling complex and uncertain information in the ExIFO and NF<sup>2</sup> data models.
IEEE Trans. Fuzzy Syst., 1999

An Access Structure for Similarity-Based Fuzzy Databases.
Inf. Sci., 1999

Dealing with Fuzziness in Active Mobile Database Systems.
Inf. Sci., 1999

Uncertainty in a Nested Relational Database Model.
Data Knowl. Eng., 1999

IFOOD: An Intelligent Object-Oriented Database Architecture.
Proceedings of the Database and Expert Systems Applications, 10th International Conference, 1999

1998
Fuzzy Database Modeling.
J. Database Manag., 1998

Design and Implementation Issues in the Fuzzy Object-Oriented Data Model.
Inf. Sci., 1998

The integrity constraints for similarity-based fuzzy relational databases.
Int. J. Intell. Syst., 1998

Conceptual design of fuzzy object-oriented databases.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

Conceptual Data Modeling of Multimedia Database Applications.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1998

Ensuring Multilevel Database Security Using Fuzzy Logic.
Proceedings of the Third International Conference on Integrated Design and Process Technology, IDPT, 1998

1997
Verification and Transformation of Complex and Uncertain Conceptual Schemas.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1997

Fuzzy object-oriented database modeling coupled with fuzzy logic.
Fuzzy Sets Syst., 1997

1996
Extending similarity-based fuzzy object-oriented data model.
Proceedings of the 1996 ACM Symposium on Applied Computing, 1996

1992
Uncertainty Modeling in Object-Oriented Geographical Information Systems.
Proceedings of the International Conference on Database and Expert Systems Applications, 1992


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