Tansel Özyer

Orcid: 0000-0002-2529-5533

According to our database1, Tansel Özyer authored at least 93 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis.
Netw. Model. Anal. Health Informatics Bioinform., December, 2024

A survey on brain tumor image analysis.
Medical Biol. Eng. Comput., January, 2024

CNN-Transformer based emotion classification from facial expressions and body gestures.
Multim. Tools Appl., 2024

Enhancing ICU Management and Addressing Challenges in Türkiye Through AI-Powered Patient Classification and Increased Usability With ICU Placement Software.
IEEE Access, 2024

2023
A survey of machine learning-based methods for COVID-19 medical image analysis.
Medical Biol. Eng. Comput., June, 2023

A comparative study of different pre-trained deep learning models and custom CNN for pancreatic tumor detection.
Int. Arab J. Inf. Technol., 2023

The Role of Machine Learning in Identifying Students At-Risk and Minimizing Failure.
IEEE Access, 2023

Creating a Learning Profile by Using Face and Emotion Recognition.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

Investigating The Roles of microRNAs / lncRNAs in Characterizing Breast Cancer Subtypes and Prognosis.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

KoExPubMed: A Tool for Effective and Customized Knowledge Extraction from PubMed.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023

2022
Temptracker: a service oriented temporal natural language processing based tool for document data characterization and social network analysis.
Int. Arab J. Inf. Technol., 2022

Convex Hull in Brain Tumor Segmentation.
Proceedings of the Brain Informatics - 15th International Conference, 2022

Classes versus Communities: Outlier Detection and Removal in Tabular Datasets via Social Network Analysis (ClaCO).
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

NetDriller-V3: A Powerful Social Network Analysis Tool.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

Pancreatic Tumor Detection by Convolutional Neural Networks.
Proceedings of the International Arab Conference on Information Technology, 2022

A Prediction Approach for the Functional Effects of Non-Coding Gene Variants.
Proceedings of the International Arab Conference on Information Technology, 2022

2021
Human action recognition approaches with video datasets - A survey.
Knowl. Based Syst., 2021

Analysing SEER cancer data using signed maximal frequent itemset networks.
Int. J. Data Min. Bioinform., 2021

Hot topic detection and evaluation of multi-relation effects.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

Automation of active reconnaissance phase: an automated API-based port and vulnerability scanner.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

Detecting spam tweets using machine learning and effective preprocessing.
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

Matching Applicants with Positions for Better Allocation of Employees in the Job Market.
Proceedings of the 22nd International Arab Conference on Information Technology, 2021

Driver Drowsiness Detection by Employing CNN and Dlib.
Proceedings of the 22nd International Arab Conference on Information Technology, 2021

2020
Recent Trends in Emotion Analysis: A Big Data Analysis Perspective.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019
CutESC: Cutting edge spatial clustering technique based on proximity graphs.
Pattern Recognit., 2019

2018
Correction to: Realizing drug repositioning by adapting a recommendation system to handle the process.
BMC Bioinform., 2018

Realizing drug repositioning by adapting a recommendation system to handle the process.
BMC Bioinform., 2018

Periodicity detection in turkish stock market.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Bitcoin movement prediction with text mining.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

NetDriller Version 2: A Powerful Social Network Analysis Tool.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017
Link Prediction by Network Analysis.
Proceedings of the Prediction and Inference from Social Networks and Social Media, 2017

Complex networks driven salient region detection based on superpixel segmentation.
Pattern Recognit., 2017

Social network Analysis-based classifier (SNAc): A case study on time course gene expression data.
Comput. Methods Programs Biomed., 2017

An Evolutionary Approach for Detecting Communities in Social Networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

Effectiveness of Mobile Electrocardiogram in Healthcare: From Mobile Application and Development to Community Reaction.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

From Social Media Analysis to Ubiquitous Event Monitoring: The case of Turkish Tweets.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Utilizing maximal frequent itemsets and social network analysis for HIV data analysis.
J. Cheminformatics, 2016

Classification of HIV data by constructing a social network with frequent itemsets.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Employing social network analysis for disease biomarker detection.
Int. J. Data Min. Bioinform., 2015

Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentation.
Appl. Intell., 2015

A Case Study for the Churn Prediction in Turksat Internet Service Subscription.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data.
Knowl. Based Syst., 2014

IEEE 802.11 WLAN based Real Time Indoor Positioning: Literature Survey and Experimental Investigations.
Proceedings of the 9th International Conference on Future Networks and Communications (FNC'14) / The 11th International Conference on Mobile Systems and Pervasive Computing (MobiSPC'14) / Affiliated Workshops, 2014

2013
Movie Rating Prediction with Matrix Factorization Algorithm.
Proceedings of the Influence of Technology on Social Network Analysis and Mining, 2013

Estimating the Importance of Terrorists in a Terror Network.
Proceedings of the Mining Social Networks and Security Informatics, 2013

A knowledge-based semantic tool for standard part management in aerospace industry.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

2012
The Unification and Assessment of Multi-Objective Clustering Results of Categorical Datasets with H-Confidence Metric.
J. Univers. Comput. Sci., 2012

TempoXML: Nested bitemporal relationship modeling and conversion tool for fuzzy XML.
Inf. Sci., 2012

Robust framework for recommending restructuring of websites by analysing web usage and web structure data.
Int. J. Bus. Intell. Data Min., 2012

A real time traffic simulator utilizing an adaptive fuzzy inference mechanism by tuning fuzzy parameters.
Appl. Intell., 2012

Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

2011
Effectiveness of Social Networks for Studying Biological Agents and Identifying Cancer Biomarkers.
Proceedings of the Counterterrorism and Open Source Intelligence, 2011

A mash-up application utilizing hybridized filtering techniques for recommending events at a social networking site.
Soc. Netw. Anal. Min., 2011

Discovering cancer biomarkers: from DNA to communities of genes.
Int. J. Netw. Virtual Organisations, 2011

Integrating multi-objective genetic algorithm based clustering and data partitioning for skyline computation.
Appl. Intell., 2011

From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Ensemble of Multi-objective Clustering Unified with H-Confidence Metric as Validity Metric.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010
Human Centric Data Representation: From Fuzzy Relational Databases into Fuzzy XML.
Proceedings of the Soft Computing in XML Data Management, 2010

VIREX and VRXQuery: interactive approach for visual querying of relational databases to produce XML.
J. Intell. Inf. Syst., 2010

XML materialized views and schema evolution in VIREX.
Inf. Sci., 2010

A novel client-based approach for signing and checking web forms by using XML against DoS attacks.
Proceedings of the iiWAS'2010, 2010

A Movie Rating Prediction Algorithm with Collaborative Filtering.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

2009
Dynamic cache invalidation scheme for wireless mobile environments.
Wirel. Networks, 2009

Wrapping VRXQuery with self-adaptive fuzzy capabilities.
Web Intell. Agent Syst., 2009

Online WordNet Based Tagging System for Social Sharing and Retrieval of Images on Visited Pages.
Informatica (Slovenia), 2009

Parallel clustering of high dimensional data by integrating multi-objective genetic algorithm with divide and conquer.
Appl. Intell., 2009

A Collaborative and Content Based Event Recommendation System Integrated with Data Collection Scrapers and Services at a Social Networking Site.
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009

2008
Employing Clustering Techniques for Automatic Information Extraction From HTML Documents.
IEEE Trans. Syst. Man Cybern. Part C, 2008

Deciding on Number of Clusters by Multi-Objective Optimization and Validity Analysis.
J. Multiple Valued Log. Soft Comput., 2008

Adaptive weighted multi-criteria fuzzy query processing for web based real estate applications.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

A Bi-Criteria Scheduling Framework for the Supply Chain Management of Mobile Providers.
Proceedings of the ICEIS 2008, 2008

2007
Intrusion detection by integrating boosting genetic fuzzy classifier and data mining criteria for rule pre-screening.
J. Netw. Comput. Appl., 2007

Utilising Neural Network and Support Vector Machine for gene Expression Classification.
J. Inf. Knowl. Manag., 2007

Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Simplified query construction - queries made as easy as possible.
Proceedings of the ICEIS 2007, 2007

Enhanced Graph Based Genealogical Record Linkage.
Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

2006
Clustering by Integrating Multi-objective Optimization with Weighted K-Means and Validity Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Efficient Mechanism for Handling Materialized XML Views.
Proceedings of the ICEIS 2006, 2006

Fuzzy XML Model for Representing Fuzzy Relational Databases in Fuzzy XML Format.
Proceedings of the ICEIS 2006, 2006

Association-Rules Mining Based Broadcasting Approach for XML Data.
Proceedings of the Advances in Information Systems, 4th International Conference, 2006

2005
Integrating Multi-Objective Genetic Algorithm and Validity Analysis for Locating and Ranking Alternative Clustering.
Informatica (Slovenia), 2005

Effective Clustering by Iterative Approach.
Proceedings of the Computer and Information Sciences, 2005

Hybrid approach for predicting the behavior of Web users.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

XML views based approach for Web services.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

DWG2XML: Generating XML Nested Tree Structure from Directed Weighted Graph.
Proceedings of the ICEIS 2005, 2005

Combining Neural Network and Support Vector Machine into Integrated Approach for Biodata Mining.
Proceedings of the ICEIS 2005, 2005

Intrusion detection: a novel approach that combines boosting genetic fuzzy classifier and data mining techniques.
Proceedings of the Data Mining, 2005

2004
Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Query Builder: A Natural Language Interface for Structured Databases.
Proceedings of the Computer and Information Sciences, 2004

Synchronization of Mobile XML Databases by Utilizing Deferred Views.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

Multi-dimensional sequential web mining by utilizing fuzzy interferencing.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Multi-objective Genetic Algorithm Based Clustering Approach and Its Application to Gene Expression Data.
Proceedings of the Advances in Information Systems, Third International Conference, 2004

2003
A Boosting Genetic Fuzzy Classifier for Intrusion Detection Using Data Mining Techniques for Rule Pre-screening.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003


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