Recommendation Models for User Accesses to Web Pages. - Sule Gündüz; M. Tamer Özsu (ICANN, 2003)

A Poisson Model for User Accesses to Web Pages. - Sule Gündüz; M. Tamer Özsu (ISCIS, 2003)

A Web page prediction model based on click-stream tree representation of user behavior. - Sule Gündüz; M. Tamer Özsu (KDD, 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 (2003)

A new graph-based evolutionary approach to sequence clustering. - Gül Nildem Demir; A. Sima Etaner-Uyar; Sule Gündüz Ögüdücü (ICMLA, 2005)

Mixed Type Audio Classification with Support Vector Machine. - Lei Chen 002; Sule Gündüz; M. Tamer Özsu (ICME, 2006)

Incremental click-stream tree model: Learning from new users for web page prediction. - Sule Gündüz Ögüdücü; M. Tamer Özsu (Distributed Parallel Databases, 2006)

A Consensus Recommender for Web Users. - Murat Göksedef; Sule Gündüz Ögüdücü (ADMA, 2007)

Graph-based sequence clustering through multiobjective evolutionary algorithms for web recommender systems. - Gül Nildem Demir; Sima Uyar; Sule Gündüz Ögüdücü (GECCO, 2007)

Comparison of semantic and single term similarity measures for clustering turkish documents. - Bülent Yücesoy; Sule Gündüz Ögüdücü (ICMLA, 2007)

Integration of the Pagerank Algorithm into Web Recommendation System. - Murat Göksedef; Sule Gündüz Ögüdücü (IADIS European Conf. Data Mining, 2008)

A taxonomy based semantic similarity of documents using the cosine measure. - Ainura Madylova; Sule Gündüz Ögüdücü (ISCIS, 2009)

Comparison of similarity measures for clustering Turkish documents. - Ainura Madylova; Sule Gündüz Ögüdücü (Intell. Data Anal., 2009)

An efficient community detection method using parallel clique-finding ants. - Sercan Sadi; Sule Gündüz Ögüdücü; A. Sima Etaner-Uyar (IEEE Congress on Evolutionary Computation, 2010)

A new approach for mutation analysis using data mining techniques. - Hüseyin Kaya; Sule Gündüz Ögüdücü (CISIM, 2010)

A Framework for Social Spam Detection Based on Relational Bayes Classifier. - Ahmet Aycan Atak; Sule Gündüz Ögüdücü (DMIN, 2010)

Combination of Web page recommender systems. - Murat Göksedef; Sule Gündüz Ögüdücü (Expert Syst. Appl., 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)

Web Page Recommendation Models: Theory and Algorithms - Sule Gündüz Ögüdücü (Web Page Recommendation Models, 2010)

A Relational Recommender System Based on Domain Ontology. - Hikmet Kapusuzoglu; Sule Gündüz Ögüdücü (EIDWT, 2011)

A Recommendation Model for Social Resource Sharing Systems Based on Tripartite Graph Clustering. - Yonca Ustunbas; Sule Gündüz Ögüdücü (EISIC, 2011)

Tag Recommendation based on User's Behavior in Collaborative Tagging Systems. - Nagehan Ilhan; Sule Gündüz Ögüdücü (ICAART (1), 2011)

GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms. - Ismail Günes; Zehra Çataltepe; Sule Gündüz Ögüdücü (MLDM, 2011)

A Novel Framework for Spammer Detection in Social Bookmarking Systems. - Soghra M. M. Gargari; Sule Gündüz Ögüdücü (ASONAM, 2012)

Personalized Recommendation in Folksonomies Using a Joint Probabilistic Model of Users, Resources and Tags. - Muzaffer Ege Alper; Sule Gündüz Ögüdücü (ICMLA (1), 2012)

User Based Recommender Model for Social Tagging Systems. - Zeynep Zengin Alp; Sule Gündüz Ögüdücü (ICDM (Poster and Industry Proceedings), 2012)

A Study on Generation of Synthetic Evolving Social Graph. - Nagehan Ilhan; Sule Gündüz Ögüdücü (ICAART (2), 2013)

Community Event Prediction in Dynamic Social Networks. - Nagehan Ilhan; Sule Gündüz Ögüdücü (ICMLA (1), 2013)

SAGA: A novel signal alignment method based on genetic algorithm. - Hüseyin Kaya; Sule Gündüz Ögüdücü (Inf. Sci., 2013)

Kurumsal Raporlama Çözümlerinde Bellek İçi Veritabanı Kullanımı. - Mehmet Yasin Akpinar; Mehmetcan Gayberi; Erdem Orman; Sule Gündüz Ögüdücü (UYMS, 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)

Introduction to Social Networks: Analysis and Case Studies. - Nagehan Ilhan; Sule Gündüz Ögüdücü; A. Sima Etaner-Uyar (Social Networks: Analysis and Case Studies, 2014)

Multivariate temporal Link Prediction in evolving social networks. - Alper Ozcan; Sule Gündüz Ögüdücü (ICIS, 2015)

Streaming Linear Regression on Spark MLlib and MOA. - Baris Akgün; Sule Gündüz Ögüdücü (ASONAM, 2015)

Predicting Community Evolution based on Time Series Modeling. - Nagehan Ilhan; Sule Gündüz Ögüdücü (ASONAM, 2015)

Extracting Topical Information of Tweets Using Hashtags. - Zeynep Zengin Alp; Sule Gündüz Ögüdücü (ICMLA, 2015)

A retail demand forecasting model based on data mining techniques. - Irem Islek; Sule Gündüz Ögüdücü (ISIE, 2015)

A distance based time series classification framework. - Hüseyin Kaya; Sule Gündüz Ögüdücü (Inf. Syst., 2015)

Influential user detection on Twitter: Analyzing effect of focus rate. - Zeynep Zengin Alp; Sule Gündüz Ögüdücü (ASONAM, 2016)

Applying different classification techniques in reciprocal job recommender system for considering job candidate preferences. - Gozde Ozcan; Sule Gündüz Ögüdücü (ICITST, 2016)

Temporal Link Prediction Using Time Series of Quasi-Local Node Similarity Measures. - Alper Ozcan; Sule Gündüz Ögüdücü (ICMLA, 2016)

Link prediction using time series of neighborhood-based node similarity scores. - Ismail Günes; Sule Gündüz Ögüdücü; Zehra Çataltepe (Data Min. Knowl. Discov., 2016)

Feature identification for predicting community evolution in dynamic social networks. - Nagehan Ilhan; Sule Gündüz Ögüdücü (Eng. Appl. Artif. Intell., 2016)

Demand Prediction using Machine Learning Methods and Stacked Generalization. - Resul Tugay; Sule Gündüz Ögüdücü (DATA, 2017)

A Decision Support System for Demand Forecasting based on Classifier Ensemble. - Irem Islek; Sule Gündüz Ögüdücü (FedCSIS (Communication Papers), 2017)

A Framework for Business Failure Prediction. - Irem Islek; Idris Murat Atakli; Sule Gündüz Ögüdücü (ICAISC (2), 2017)

Supervised temporal link prediction using time series of similarity measures. - Alper Ozcan; Sule Gündüz Ögüdücü (ICUFN, 2017)

Use of LSTM for Short-Term and Long-Term Travel Time Prediction. - Irem Islek; Sule Gündüz Ögüdücü (CIKM Workshops, 2018)

Link prediction in evolving heterogeneous networks using the NARX neural networks. - Alper Ozcan; Sule Gündüz Ögüdücü (Knowl. Inf. Syst., 2018)

Identifying topical influencers on twitter based on user behavior and network topology. - Zeynep Zengin Alp; Sule Gündüz Ögüdücü (Knowl. Based Syst., 2018)

A Deep Hybrid Model for Recommendation Systems. - Muhammet Çakir; Sule Gündüz Ögüdücü; Resul Tugay (AI*IA, 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 (ECAI, 2019)

Popularity Prediction of Posts in Social Networks Based on User, Post and Image Features. - Mehmetcan Gayberi; Sule Gündüz Ögüdücü (MEDES, 2019)

Neural Hybrid Recommender: Recommendation Needs Collaboration. - Ezgi Yildirim; Payam Azad; Sule Gündüz Ögüdücü (NFMCP@PKDD/ECML, 2019)

Multivariate Time Series Link Prediction for Evolving Heterogeneous Network. - Alper Ozcan; Sule Gündüz Ögüdücü (Int. J. Inf. Technol. Decis. Mak., 2019)

Influence Factorization for identifying authorities in Twitter. - Zeynep Zengin Alp; Sule Gündüz Ögüdücü (Knowl. Based Syst., 2019)

A Hybrid Recommendation System Based on Bidirectional Encoder Representations. - Irem Islek; Sule Gündüz Ögüdücü (PKDD/ECML Workshops, 2020)

Deep Hybrid Recommender System. - Didem Türker; Alper Özcan; Sule Gündüz Ögüdücü (SIU, 2020)

Ranky : An Approach to Solve Distributed SVD on Large Sparse Matrices. - Resul Tugay; Sule Gündüz Ögüdücü (CoRR, 2020)

Hotel Recommendation System Based on User Profiles and Collaborative Filtering. - Bekir Berker Türker; Resul Tugay; Sule Ögüdücü; Ipek Kizil (CoRR, 2020)

Enriching demand prediction with product relationship information using graph neural networks. - Yaren Yilmaz; Sule Gündüz Ögüdücü (ASONAM, 2021)

Learning football player features using graph embeddings for player recommendation system. - Öznur Ilayda Yilmaz; Sule Gündüz Ögüdücü (SAC, 2022)

A hierarchical recommendation system for E-commerce using online user reviews. - Irem Islek; Sule Gündüz Ögüdücü (Electron. Commer. Res. Appl., 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)

IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model. - Eren Olug; Kiymet Kaya; Resul Tugay; Sule Gündüz Ögüdücü (CAMAD, 2024)

A YANG-Aided Unified Strategy for Black Hole Detection for Backbone Networks. - Elif Ak; Kiymet Kaya; Eren Ozaltun; Sule Gündüz Ögüdücü; Berk Canberk (ICC, 2024)

X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System. - Kiymet Kaya; Elif Ak; Sumeyye Bas; Berk Canberk; Sule Gündüz Ögüdücü (ICC, 2024)

A GNN Model with Adaptive Weights for Session-Based Recommendation Systems. - Begüm Özbay; Resul Tugay; Sule Gündüz Ögüdücü (ICMLT, 2024)

Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User Experience. - Sümeyye Öztürk; Ahmed Burak Ercan; Resul Tugay; Sule Gündüz Ögüdücü (ICMLT, 2024)

Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System. - Irem Islek; Sule Gündüz Ögüdücü (CoRR, 2024)

Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs. - Sumeyye Bas; Kiymet Kaya; Resul Tugay; Sule Gündüz Ögüdücü (CoRR, 2024)

A reinforcement learning based dynamic room pricing model for hotel industry. - Gamze Tuncay; Kiymet Kaya; Yaren Yilmaz; Yusuf Yaslan; Sule Gündüz Ögüdücü (INFOR Inf. Syst. Oper. Res., 2024)

IHML: Incremental Heuristic Meta-Learner. - Onur Karadeli; Kiymet Kaya; Sule Gündüz Ögüdücü (Appl. Artif. Intell., 2024)

WBHT: A Generative Attention Architecture for Detecting Black Hole Anomalies in Backbone Networks. - Kiymet Kaya; Elif Ak; Sule Gündüz Ögüdücü (CoRR, 2025)