Sule Gündüz Ögüdücü

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 33

Top Topics

Link Prediction

Social Networks

Similarity Scores

Top Venues

Data Min. Knowl. Discov.

Publications

Sumeyye Bas, Kiymet Kaya, Resul Tugay, Sule Gündüz Ögüdücü
Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs. CoRR (2024)
Irem Islek, Sule Gündüz Ögüdücü
Enriching User Shopping History: Empowering E-commerce with a Hierarchical Recommendation System. CoRR (2024)
Gamze Tuncay, Kiymet Kaya, Yaren Yilmaz, Yusuf Yaslan, Sule Gündüz Ögüdücü
A reinforcement learning based dynamic room pricing model for hotel industry. INFOR Inf. Syst. Oper. Res. 62 (2) (2024)
Kiymet Kaya, Elif Ak, Sumeyye Bas, Berk Canberk, Sule Gündüz Ögüdücü
X-CBA: Explainability Aided CatBoosted Anomal-E for Intrusion Detection System. CoRR (2024)
Elif Ak, Kiymet Kaya, Eren Ozaltun, Sule Gündüz Ögüdücü, Berk Canberk
A YANG-aided Unified Strategy for Black Hole Detection for Backbone Networks. CoRR (2024)
Öznur Ilayda Yilmaz, Sule Gündüz Ögüdücü
Learning football player features using graph embeddings for player recommendation system. SAC (2022)
Irem Islek, Sule Gündüz Ögüdücü
A hierarchical recommendation system for E-commerce using online user reviews. Electron. Commer. Res. Appl. 52 (2022)
Kiymet Kaya, Yaren Yilmaz, Yusuf Yaslan, Sule Gündüz Ögüdücü, Furkan Çingi
Demand forecasting model using hotel clustering findings for hospitality industry. Inf. Process. Manag. 59 (1) (2022)
Yaren Yilmaz, Sule Gündüz Ögüdücü
Enriching demand prediction with product relationship information using graph neural networks. ASONAM (2021)
Irem Islek, Sule Gündüz Ögüdücü
A Hybrid Recommendation System Based on Bidirectional Encoder Representations. PKDD/ECML Workshops (2020)
Resul Tugay, Sule Gündüz Ögüdücü
Ranky : An Approach to Solve Distributed SVD on Large Sparse Matrices. CoRR (2020)
Muhammet Çakir, Sule Gündüz Ögüdücü, Resul Tugay
A Deep Hybrid Model for Recommendation Systems. CoRR (2020)
Didem Türker, Alper Özcan, Sule Gündüz Ögüdücü
Deep Hybrid Recommender System. SIU (2020)
Resul Tugay, Sule Gündüz Ögüdücü
Demand Prediction Using Machine Learning Methods and Stacked Generalization. CoRR (2020)
Ibrahim Tozlu, Sule Gündüz Ögüdücü, Atilberk Çelebi, Sacide Kalayci, Seçil Arslan
Accelerating Balance Sheet Adjustment Process in Commercial Loan Applications with Machine Learning Methods. ECAI (2019)
Muhammet Çakir, Sule Gündüz Ögüdücü, Resul Tugay
A Deep Hybrid Model for Recommendation Systems. AI*IA (2019)
Mehmetcan Gayberi, Sule Gündüz Ögüdücü
Popularity Prediction of Posts in Social Networks Based on User, Post and Image Features. MEDES (2019)
Zeynep Zengin Alp, Sule Gündüz Ögüdücü
Influence Factorization for identifying authorities in Twitter. Knowl. Based Syst. 163 (2019)
Ezgi Yildirim, Payam Azad, Sule Gündüz Ögüdücü
Neural Hybrid Recommender: Recommendation Needs Collaboration. NFMCP@PKDD/ECML (2019)
Alper Ozcan, Sule Gündüz Ögüdücü
Multivariate Time Series Link Prediction for Evolving Heterogeneous Network. Int. J. Inf. Technol. Decis. Mak. 18 (1) (2019)
Ezgi Yildirim, Payam Azad, Sule Gündüz Ögüdücü
Neural Hybrid Recommender: Recommendation needs collaboration. CoRR (2019)
Irem Islek, Sule Gündüz Ögüdücü
Use of LSTM for Short-Term and Long-Term Travel Time Prediction. CIKM Workshops (2018)
Zeynep Zengin Alp, Sule Gündüz Ögüdücü
Identifying topical influencers on twitter based on user behavior and network topology. Knowl. Based Syst. 141 (2018)
Alper Ozcan, Sule Gündüz Ögüdücü
Link prediction in evolving heterogeneous networks using the NARX neural networks. Knowl. Inf. Syst. 55 (2) (2018)
Alper Ozcan, Sule Gündüz Ögüdücü
Supervised temporal link prediction using time series of similarity measures. ICUFN (2017)
Irem Islek, Idris Murat Atakli, Sule Gündüz Ögüdücü
A Framework for Business Failure Prediction. ICAISC (2) (2017)
Resul Tugay, Sule Gündüz Ögüdücü
Demand Prediction using Machine Learning Methods and Stacked Generalization. DATA (2017)
Irem Islek, Sule Gündüz Ögüdücü
A Decision Support System for Demand Forecasting based on Classifier Ensemble. FedCSIS (Communication Papers) (2017)
Ismail Günes, Sule Gündüz Ögüdücü, Zehra Çataltepe
Link prediction using time series of neighborhood-based node similarity scores. Data Min. Knowl. Discov. 30 (1) (2016)
Zeynep Zengin Alp, Sule Gündüz Ögüdücü
Influential user detection on Twitter: Analyzing effect of focus rate. ASONAM (2016)
Gozde Ozcan, Sule Gündüz Ögüdücü
Applying different classification techniques in reciprocal job recommender system for considering job candidate preferences. ICITST (2016)
Alper Ozcan, Sule Gündüz Ögüdücü
Temporal Link Prediction Using Time Series of Quasi-Local Node Similarity Measures. ICMLA (2016)
Nagehan Ilhan, Sule Gündüz Ögüdücü
Feature identification for predicting community evolution in dynamic social networks. Eng. Appl. Artif. Intell. 55 (2016)
Baris Akgün, Sule Gündüz Ögüdücü
Streaming Linear Regression on Spark MLlib and MOA. ASONAM (2015)
Zeynep Zengin Alp, Sule Gündüz Ögüdücü
Extracting Topical Information of Tweets Using Hashtags. ICMLA (2015)
Irem Islek, Sule Gündüz Ögüdücü
A retail demand forecasting model based on data mining techniques. ISIE (2015)
Alper Ozcan, Sule Gündüz Ögüdücü
Multivariate temporal Link Prediction in evolving social networks. ICIS (2015)
Hüseyin Kaya, Sule Gündüz Ögüdücü
A distance based time series classification framework. Inf. Syst. 51 (2015)
Nagehan Ilhan, Sule Gündüz Ögüdücü
Predicting Community Evolution based on Time Series Modeling. ASONAM (2015)
Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü
GA-TVRC-Het: genetic algorithm enhanced time varying relational classifier for evolving heterogeneous networks. Data Min. Knowl. Discov. 28 (3) (2014)
Mehmet Yasin Akpinar, Mehmetcan Gayberi, Erdem Orman, Sule Gündüz Ögüdücü
Kurumsal Raporlama Çözümlerinde Bellek İçi Veritabanı Kullanımı. UYMS (2014)
Hüseyin Kaya, Sule Gündüz Ögüdücü
SAGA: A novel signal alignment method based on genetic algorithm. Inf. Sci. 228 (2013)
Nagehan Ilhan, Sule Gündüz Ögüdücü
A Study on Generation of Synthetic Evolving Social Graph. ICAART (2) (2013)
Nagehan Ilhan, Sule Gündüz Ögüdücü
Community Event Prediction in Dynamic Social Networks. ICMLA (1) (2013)
Zeynep Zengin Alp, Sule Gündüz Ögüdücü
User Based Recommender Model for Social Tagging Systems. ICDM (Poster and Industry Proceedings) (2012)
Soghra M. M. Gargari, Sule Gündüz Ögüdücü
A Novel Framework for Spammer Detection in Social Bookmarking Systems. ASONAM (2012)
Muzaffer Ege Alper, Sule Gündüz Ögüdücü
Personalized Recommendation in Folksonomies Using a Joint Probabilistic Model of Users, Resources and Tags. ICMLA (1) (2012)
Yonca Ustunbas, Sule Gündüz Ögüdücü
A Recommendation Model for Social Resource Sharing Systems Based on Tripartite Graph Clustering. EISIC (2011)
Ismail Günes, Zehra Çataltepe, Sule Gündüz Ögüdücü
GA-TVRC: A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms. MLDM (2011)
Hikmet Kapusuzoglu, Sule Gündüz Ögüdücü
A Relational Recommender System Based on Domain Ontology. EIDWT (2011)
Nagehan Ilhan, Sule Gündüz Ögüdücü
Tag Recommendation based on User's Behavior in Collaborative Tagging Systems. ICAART (1) (2011)
Gül Nildem Demir, Sima Uyar, Sule Gündüz Ögüdücü
Multiobjective evolutionary clustering of Web user sessions: a case study in Web page recommendation. Soft Comput. 14 (6) (2010)
Ahmet Aycan Atak, Sule Gündüz Ögüdücü
A Framework for Social Spam Detection Based on Relational Bayes Classifier. DMIN (2010)
Murat Göksedef, Sule Gündüz Ögüdücü
Combination of Web page recommender systems. Expert Syst. Appl. 37 (4) (2010)
Sercan Sadi, Sule Gündüz Ögüdücü, A. Sima Etaner-Uyar
An efficient community detection method using parallel clique-finding ants. IEEE Congress on Evolutionary Computation (2010)
Hüseyin Kaya, Sule Gündüz Ögüdücü
A new approach for mutation analysis using data mining techniques. CISIM (2010)
Ainura Madylova, Sule Gündüz Ögüdücü
Comparison of similarity measures for clustering Turkish documents. Intell. Data Anal. 13 (5) (2009)
Ainura Madylova, Sule Gündüz Ögüdücü
A taxonomy based semantic similarity of documents using the cosine measure. ISCIS (2009)
Murat Göksedef, Sule Gündüz Ögüdücü
Integration of the Pagerank Algorithm into Web Recommendation System. IADIS European Conf. Data Mining (2008)
Bülent Yücesoy, Sule Gündüz Ögüdücü
Comparison of semantic and single term similarity measures for clustering turkish documents. ICMLA (2007)
Gül Nildem Demir, Sima Uyar, Sule Gündüz Ögüdücü
Graph-based sequence clustering through multiobjective evolutionary algorithms for web recommender systems. GECCO (2007)
Murat Göksedef, Sule Gündüz Ögüdücü
A Consensus Recommender for Web Users. ADMA (2007)
Sule Gündüz Ögüdücü, M. Tamer Özsu
Incremental click-stream tree model: Learning from new users for web page prediction. Distributed Parallel Databases 19 (1) (2006)
Gül Nildem Demir, A. Sima Etaner-Uyar, Sule Gündüz Ögüdücü
A new graph-based evolutionary approach to sequence clustering. ICMLA (2005)