Sule Gündüz Ögüdücü

According to our database, Sule Gündüz Ögüdücü authored at least 67 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System.

Irem Islek, Sule Gündüz Ögüdücü

CoRR, 2024

X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System.

Kiymet Kaya, Elif Ak, Sumeyye Bas, Berk Canberk, Sule Gündüz Ögüdücü

CoRR, 2024

A YANG-aided Unified Strategy for Black Hole Detection for Backbone Networks.

Elif Ak, Kiymet Kaya, Eren Ozaltun, Sule Gündüz Ögüdücü, Berk Canberk

CoRR, 2024

2022

Demand forecasting model using hotel clustering findings for hospitality industry.

Kiymet Kaya, Yaren Yilmaz, Yusuf Yaslan, Sule Gündüz Ögüdücü, Furkan Çingi

Inf. Process. Manag., 2022

A hierarchical recommendation system for E-commerce using online user reviews.

Irem Islek, Sule Gündüz Ögüdücü

Electron. Commer. Res. Appl., 2022

Learning football player features using graph embeddings for player recommendation system.

Öznur Ilayda Yilmaz, Sule Gündüz Ögüdücü

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

2021

Enriching demand prediction with product relationship information using graph neural networks.

Yaren Yilmaz, Sule Gündüz Ögüdücü

Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021

2020

Hotel Recommendation System Based on User Profiles and Collaborative Filtering.

Bekir Berker Türker, Resul Tugay, Sule Ögüdücü, Ipek Kizil

CoRR, 2020

Ranky : An Approach to Solve Distributed SVD on Large Sparse Matrices.

Resul Tugay, Sule Gündüz Ögüdücü

CoRR, 2020

Deep Hybrid Recommender System.

Didem Türker, Alper Özcan, Sule Gündüz Ögüdücü

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

A Hybrid Recommendation System Based on Bidirectional Encoder Representations.

Irem Islek, Sule Gündüz Ögüdücü

Proceedings of the ECML PKDD 2020 Workshops, 2020

2019

Influence Factorization for identifying authorities in Twitter.

Zeynep Zengin Alp, Sule Gündüz Ögüdücü

Knowl. Based Syst., 2019

Multivariate Time Series Link Prediction for Evolving Heterogeneous Network.

Alper Ozcan, Sule Gündüz Ögüdücü

Int. J. Inf. Technol. Decis. Mak., 2019

Neural Hybrid Recommender: Recommendation Needs Collaboration.

Ezgi Yildirim, Payam Azad, Sule Gündüz Ögüdücü

Proceedings of the New Frontiers in Mining Complex Patterns - 8th International Workshop, 2019

Popularity Prediction of Posts in Social Networks Based on User, Post and Image Features.

Mehmetcan Gayberi, Sule Gündüz Ögüdücü

Proceedings of the 11th International Conference on Management of Digital EcoSystems, 2019

Accelerating Balance Sheet Adjustment Process in Commercial Loan Applications with Machine Learning Methods.

Ibrahim Tozlu, Sule Gündüz Ögüdücü, Atilberk Çelebi, Sacide Kalayci, Seçil Arslan

Proceedings of the 11th International Conference on Electronics, 2019

A Deep Hybrid Model for Recommendation Systems.

Muhammet Çakir, Sule Gündüz Ögüdücü, Resul Tugay

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

Identifying topical influencers on twitter based on user behavior and network topology.

Zeynep Zengin Alp, Sule Gündüz Ögüdücü

Knowl. Based Syst., 2018

Link prediction in evolving heterogeneous networks using the NARX neural networks.

Alper Ozcan, Sule Gündüz Ögüdücü

Knowl. Inf. Syst., 2018

Use of LSTM for Short-Term and Long-Term Travel Time Prediction.

Irem Islek, Sule Gündüz Ögüdücü

Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

2017

Supervised temporal link prediction using time series of similarity measures.

Alper Ozcan, Sule Gündüz Ögüdücü

Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

A Framework for Business Failure Prediction.

Irem Islek, Idris Murat Atakli, Sule Gündüz Ögüdücü

Proceedings of the Artificial Intelligence and Soft Computing, 2017

A Decision Support System for Demand Forecasting based on Classifier Ensemble.

Irem Islek, Sule Gündüz Ögüdücü

Proceedings of the Communication Papers of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Demand Prediction using Machine Learning Methods and Stacked Generalization.

Resul Tugay, Sule Gündüz Ögüdücü

Proceedings of the 6th International Conference on Data Science, 2017

2016

Feature identification for predicting community evolution in dynamic social networks.

Nagehan Ilhan, Sule Gündüz Ögüdücü

Eng. Appl. Artif. Intell., 2016

Link prediction using time series of neighborhood-based node similarity scores.

Ismail Günes, Sule Gündüz Ögüdücü, Zehra Çataltepe

Data Min. Knowl. Discov., 2016

Temporal Link Prediction Using Time Series of Quasi-Local Node Similarity Measures.

Alper Ozcan, Sule Gündüz Ögüdücü

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Applying different classification techniques in reciprocal job recommender system for considering job candidate preferences.

Gozde Ozcan, Sule Gündüz Ögüdücü

Proceedings of the 11th International Conference for Internet Technology and Secured Transactions, 2016

Influential user detection on Twitter: Analyzing effect of focus rate.

Zeynep Zengin Alp, Sule Gündüz Ögüdücü

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

A distance based time series classification framework.

Hüseyin Kaya, Sule Gündüz Ögüdücü

Inf. Syst., 2015

A retail demand forecasting model based on data mining techniques.

Irem Islek, Sule Gündüz Ögüdücü

Proceedings of the 24th IEEE International Symposium on Industrial Electronics, 2015

Extracting Topical Information of Tweets Using Hashtags.

Zeynep Zengin Alp, Sule Gündüz Ögüdücü

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Predicting Community Evolution based on Time Series Modeling.

Nagehan Ilhan, Sule Gündüz Ögüdücü

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Streaming Linear Regression on Spark MLlib and MOA.

Baris Akgün, Sule Gündüz Ögüdücü

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Multivariate temporal Link Prediction in evolving social networks.

Alper Ozcan, Sule Gündüz Ögüdücü

Proceedings of the 14th IEEE/ACIS International Conference on Computer and Information Science, 2015

2014

Introduction to Social Networks: Analysis and Case Studies.

Nagehan Ilhan, Sule Gündüz Ögüdücü, A. Sima Etaner-Uyar

Proceedings of the Social Networks: Analysis and Case Studies, 2014

GA-TVRC-Het: genetic algorithm enhanced time varying relational classifier for evolving heterogeneous networks.

Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü

Data Min. Knowl. Discov., 2014

Kurumsal Raporlama Çözümlerinde Bellek İçi Veritabanı Kullanımı.

Mehmet Yasin Akpinar, Mehmetcan Gayberi, Erdem Orman, Sule Gündüz Ögüdücü

Proceedings of the 8th Turkish National Software Engineering Symposium, 2014

2013

SAGA: A novel signal alignment method based on genetic algorithm.

Hüseyin Kaya, Sule Gündüz Ögüdücü

Inf. Sci., 2013

Community Event Prediction in Dynamic Social Networks.

Nagehan Ilhan, Sule Gündüz Ögüdücü

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

A Study on Generation of Synthetic Evolving Social Graph.

Nagehan Ilhan, Sule Gündüz Ögüdücü

Proceedings of the ICAART 2013, 2013

2012

User Based Recommender Model for Social Tagging Systems.

Zeynep Zengin Alp, Sule Gündüz Ögüdücü

Proceedings of the Advances in Data Mining. 12th Industrial Conference, 2012

Personalized Recommendation in Folksonomies Using a Joint Probabilistic Model of Users, Resources and Tags.

Muzaffer Ege Alper, Sule Gündüz Ögüdücü

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

A Novel Framework for Spammer Detection in Social Bookmarking Systems.

Soghra M. M. Gargari, Sule Gündüz Ögüdücü

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms.

Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Tag Recommendation based on User's Behavior in Collaborative Tagging Systems.

Nagehan Ilhan, Sule Gündüz Ögüdücü

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

A Recommendation Model for Social Resource Sharing Systems Based on Tripartite Graph Clustering.

Yonca Ustunbas, Sule Gündüz Ögüdücü

Proceedings of the European Intelligence and Security Informatics Conference, 2011

A Relational Recommender System Based on Domain Ontology.

Hikmet Kapusuzoglu, Sule Gündüz Ögüdücü

Proceedings of the 2011 International Conference on Emerging Intelligent Data and Web Technologies, 2011

2010

Web Page Recommendation Models: Theory and Algorithms

Sule Gündüz Ögüdücü

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01842-8, 2010

Multiobjective evolutionary clustering of Web user sessions: a case study in Web page recommendation.

Gül Nildem Demir, Sima Uyar, Sule Gündüz Ögüdücü

Soft Comput., 2010

Combination of Web page recommender systems.

Murat Göksedef, Sule Gündüz Ögüdücü

Expert Syst. Appl., 2010

A Framework for Social Spam Detection Based on Relational Bayes Classifier.

Ahmet Aycan Atak, Sule Gündüz Ögüdücü

Proceedings of The 2010 International Conference on Data Mining, 2010

A new approach for mutation analysis using data mining techniques.

Hüseyin Kaya, Sule Gündüz Ögüdücü

Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010

An efficient community detection method using parallel clique-finding ants.

Sercan Sadi, Sule Gündüz Ögüdücü, A. Sima Etaner-Uyar

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Comparison of similarity measures for clustering Turkish documents.

Ainura Madylova, Sule Gündüz Ögüdücü

Intell. Data Anal., 2009

A taxonomy based semantic similarity of documents using the cosine measure.

Ainura Madylova, Sule Gündüz Ögüdücü

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

2008

Integration of the Pagerank Algorithm into Web Recommendation System.

Murat Göksedef, Sule Gündüz Ögüdücü

Proceedings of the IADIS European Conference on Data Mining 2008, 2008

2007

Comparison of semantic and single term similarity measures for clustering turkish documents.

Bülent Yücesoy, Sule Gündüz Ögüdücü

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Graph-based sequence clustering through multiobjective evolutionary algorithms for web recommender systems.

Gül Nildem Demir, Sima Uyar, Sule Gündüz Ögüdücü

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A Consensus Recommender for Web Users.

Murat Göksedef, Sule Gündüz Ögüdücü

Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

2006

Incremental click-stream tree model: Learning from new users for web page prediction.

Sule Gündüz Ögüdücü, M. Tamer Özsu

Distributed Parallel Databases, 2006

Mixed Type Audio Classification with Support Vector Machine.

Lei Chen, Sule Gündüz, M. Tamer Özsu

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005

A new graph-based evolutionary approach to sequence clustering.

Gül Nildem Demir, A. Sima Etaner-Uyar, Sule Gündüz Ögüdücü

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

2003

Recommendation models for web users: User interest model and click-stream tree (Web kullanıcıları için öneri modelleri: Kullanıcı ilgisi modeli ve tıklama izi ağacı)

Sule Gündüz

PhD thesis, 2003

A Web page prediction model based on click-stream tree representation of user behavior.

Sule Gündüz, M. Tamer Özsu

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

A Poisson Model for User Accesses to Web Pages.

Sule Gündüz, M. Tamer Özsu

Proceedings of the Computer and Information Sciences, 2003

Recommendation Models for User Accesses to Web Pages.

Sule Gündüz, M. Tamer Özsu

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003