Şule Öğüdücü

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Şule Öğüdücü

Profesor

 https://orcid.org/0000-0002-0288-4757

  • İTÜ Ayazağa Kampüsü

    34000 Istanbul

    Turkey

Calculated based on number of publications stored in Pure and citations from Scopus
20032024

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  • 2024

    A GNN Model with Adaptive Weights for Session-Based Recommendation Systems

    Ozbay, B., Tugay, R. & Oguducu, S. G., 24 May 2024, Proceedings of the 2024 9th International Conference on Machine Learning Technologies, ICMLT 2024. Association for Computing Machinery, p. 258-264 7 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • A YANG-Aided Unified Strategy for Black Hole Detection for Backbone Networks

    Ak, E., Kaya, K., Ozaltun, E., Oguducu, S. G. & Canberk, B., 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2312-2317 6 p. (IEEE International Conference on Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

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

    Kaya, K., Ak, E., Bas, S., Canberk, B. & Oguducu, S. G., 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2288-2293 6 p. (IEEE International Conference on Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2022

    Cryptocurrency Trading based on Heuristic Guided Approach with Feature Engineering

    Karahan, C. & Oguducu, S. G., 2022, 2022 International Conference on Data Science and Its Applications, ICoDSA 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2022 International Conference on Data Science and Its Applications, ICoDSA 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

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

    Yllmaz, Ö. I. & Öǧüdücü, Ş. G., 25 Apr 2022, Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, SAC 2022. Association for Computing Machinery, p. 577-584 8 p. (Proceedings of the ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)
  • 2021

    Enriching demand prediction with product relationship information using graph neural networks

    Yilmaz, Y. & Ögüdücü, S. G., 8 Nov 2021, Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021. Coscia, M., Cuzzocrea, A. & Shu, K. (eds.). Association for Computing Machinery, Inc, p. 561-568 8 p. (Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2020

    A Hybrid Recommendation System Based on Bidirectional Encoder Representations

    Islek, I. & Oguducu, S. G., 2020, ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases ECML PKDD 2020: SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Proceedings. Koprinska, I., Appice, A., Antonie, L., Guidotti, R., Ribeiro, R. P., Gama, J., Krishnamurthy, Y., Malerba, D., Ceci, M., Masciari, E., Christen, P., Schubert, E., Monreale, M., Rinzivillo, S., Lommatzsch, A., Kamp, M., Loglisci, C., Zimmermann, A., Özgöbek, Ö., Gavaldà, R., Adilova, L., Ferreira, P. M., Medeiros, I., Manco, G., Ras, Z. W., Ntoutsi, E., Zimek, A., Biecek, P., Kille, B. & Gulla, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 225-236 12 p. (Communications in Computer and Information Science; vol. 1323).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • A web recommender system based on ant colony optimization

    Göksedef, M., Demir, G. N. & Ögüdücü, S. G., 2020, MCCSIS 2007 - IADIS Multi Conference on Computer Science and Information Systems - Proceedings of Wireless Applications and Computing 2007, Telecommunications, Networks and Systems 2007 and Data Mining 2007. Roth, J., Gutierrez, J. & Abraham, A. P. (eds.). IADIS Press, p. 50-57 8 p. (MCCSIS 2007 - IADIS Multi Conference on Computer Science and Information Systems - Proceedings of Wireless Applications and Computing 2007, Telecommunications, Networks and Systems 2007 and Data Mining 2007).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Derin Hibrit Oneri Sistemi

    Translated title of the contribution: Deep Hybrid Recommender SystemTurker, D., Ozcan, A. & Oguducu, S. G., 5 Oct 2020, 2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9302193. (2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Neural hybrid recommender: Recommendation needs collaboration

    Yıldırım, E., Azad, P. & Öğüdücü, Ş. G., 2020, New Frontiers in Mining Complex Patterns - 8th International Workshop, NFMCP 2019, held in Conjunction with ECML-PKDD 2019, Revised Selected Papers. Ceci, M., Loglisci, C., Manco, G., Masciari, E. & Ras, Z. (eds.). Springer, p. 52-66 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11948 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)
  • 2019

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

    Tozlu, I., Oguducu, S. G., Celebi, A., Kalayci, S. & Arslan, S., Jun 2019, Proceedings of the 11th International Conference on Electronics, Computers and Artificial Intelligence, ECAI 2019. Institute of Electrical and Electronics Engineers Inc., 9042023. (Proceedings of the 11th International Conference on Electronics, Computers and Artificial Intelligence, ECAI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • A Deep Hybrid Model for Recommendation Systems

    Çakır, M., Öğüdücü, Ş. G. & Tugay, R., 2019, AI*IA 2019 – Advances in Artificial Intelligence - 18th International Conference of the Italian Association for Artificial Intelligence, 2019, Proceedings. Alviano, M., Greco, G. & Scarcello, F. (eds.). Springer, p. 321-335 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11946 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • Kullanici Profili ve I sbirliki Filtreleme Tabanli Otel Öneri Sistemi

    Translated title of the contribution: Hotel Recommendation System Based on User Profiles and Collaborative FilteringTurker, B. B., Tugay, R., Kizil, I. & Oguducu, S., Sept 2019, UBMK 2019 - Proceedings, 4th International Conference on Computer Science and Engineering. Institute of Electrical and Electronics Engineers Inc., p. 601-606 6 p. 8907093. (UBMK 2019 - Proceedings, 4th International Conference on Computer Science and Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Citations (Scopus)

  • Popularity prediction of posts in social networks based on user, post and image features

    Gayberi, M. & Oguducu, S. G., 12 Nov 2019, 11th International Conference on Management of Digital EcoSystems, MEDES 2019. Association for Computing Machinery, Inc, p. 9-15 7 p. (11th International Conference on Management of Digital EcoSystems, MEDES 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    20 Citations (Scopus)
  • 2018

    A Binary Classification Model for PM 10 Levels

    Kaya, K. & Gunduz Oguducu, S., 6 Dec 2018, UBMK 2018 - 3rd International Conference on Computer Science and Engineering. Institute of Electrical and Electronics Engineers Inc., p. 361-366 6 p. 8566285. (UBMK 2018 - 3rd International Conference on Computer Science and Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Predicting IMDb Ratings of Pre-release Movies with Factorization Machines Using Social Media

    Cizmeci, B. & Oguducu, S. G., 6 Dec 2018, UBMK 2018 - 3rd International Conference on Computer Science and Engineering. Institute of Electrical and Electronics Engineers Inc., p. 173-178 6 p. 8566661. (UBMK 2018 - 3rd International Conference on Computer Science and Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Citations (Scopus)

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

    Tugay, R. & Ögüdücü, Ş. G., 15 Nov 2018, 2018 International Conference on Smart Computing and Electronic Enterprise, ICSCEE 2018. Institute of Electrical and Electronics Engineers Inc., 8538381. (2018 International Conference on Smart Computing and Electronic Enterprise, ICSCEE 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2017

    A framework for business failure prediction

    Islek, I., Atakli, I. M. & Oguducu, S. G., 2017, Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Proceedings. Zurada, J. M., Zadeh, L. A., Tadeusiewicz, R., Rutkowski, L., Korytkowski, M. & Scherer, R. (eds.). Springer Verlag, p. 74-83 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10246 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

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

    Özcan, G. & Öguducu, S. G., 14 Feb 2017, 2016 11th International Conference for Internet Technology and Secured Transactions, ICITST 2016. Institute of Electrical and Electronics Engineers Inc., p. 235-240 6 p. 7856703. (2016 11th International Conference for Internet Technology and Secured Transactions, ICITST 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Demand prediction using machine learning methods and stacked generalization

    Tugay, R. & Ögüdücü, Ş. G., 2017, DATA 2017 - Proceedings of the 6th International Conference on Data Science, Technology and Applications. Bernardino, J., Quix, C., Quix, C., Joaquim, F. & Joaquim, F. (eds.). SciTePress, p. 216-222 7 p. (DATA 2017 - Proceedings of the 6th International Conference on Data Science, Technology and Applications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    12 Citations (Scopus)

  • Supervised temporal link prediction using time series of similarity measures

    Özcan, A. & Öǧüdücü, Ş. G., 26 Jul 2017, ICUFN 2017 - 9th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 519-521 3 p. 7993838. (International Conference on Ubiquitous and Future Networks, ICUFN).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Citations (Scopus)

  • Temporal link prediction using time series of quasi-local node similarity measures

    Özcan, A. & Öǧüdücü, Ş. G., 31 Jan 2017, Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. Institute of Electrical and Electronics Engineers Inc., p. 381-386 6 p. 7838172. (Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Citations (Scopus)
  • 2016

    Influential user detection on Twitter: Analyzing effect of focus rate

    Alp, Z. Z. & Oguducu, S. G., 21 Nov 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1321-1328 8 p. 7752407. (Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)
  • 2015

    A retail demand forecasting model based on data mining techniques

    Islek, I. & Oguducu, S. G., 28 Sept 2015, Proceedings - 2015 IEEE 24th International Symposium on Industrial Electronics, ISIE 2015. Institute of Electrical and Electronics Engineers Inc., p. 55-60 6 p. 7281443. (IEEE International Symposium on Industrial Electronics; vol. 2015-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    27 Citations (Scopus)

  • Multivariate temporal Link Prediction in evolving social networks

    Ozcan, A. & Oguducu, S. G., 24 Jul 2015, 2015 IEEE/ACIS 14th International Conference on Computer and Information Science, ICIS 2015 - Proceedings. Ito, T., Kim, Y. & Fukuta, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 185-190 6 p. 7166591. (2015 IEEE/ACIS 14th International Conference on Computer and Information Science, ICIS 2015 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Citations (Scopus)

  • Predicting community evolution based on time series modeling

    Ilhan, N. & Öǧüdücü, Ş. G., 25 Aug 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 1509-1516 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    37 Citations (Scopus)

  • Streaming linear regression on spark MLlib and MOA

    Akgün, B. & Öǧüdücü, Ş. G., 25 Aug 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 1244-1247 4 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Citations (Scopus)
  • 2013

    A study for performance comparison of different in-memory databases

    Gunduz Oguducu, S., Gaybcri, M., Akpimar, E. & Kutluay, H., 2013, AICT 2013 - 7th International Conference on Application of Information and Communication Technologies, Conference Proceedings. IEEE Computer Society, 6722739. (AICT 2013 - 7th International Conference on Application of Information and Communication Technologies, Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Personalized summarization of customer reviews based on user's browsing history

    Kavasoǧlu, Z. & Öǧüdücü, Ş. G., 2013, Proceedings of the IADIS International Conference Intelligent Systems and Agents 2013, ISA 2013, Proceedings of the IADIS European Conference on Data Mining 2013, ECDM 2013. p. 21-28 8 p. (Proceedings of the IADIS International Conference Intelligent Systems and Agents 2013, ISA 2013, Proceedings of the IADIS European Conference on Data Mining 2013, ECDM 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)
  • 2012

    A novel framework for spammer detection in social bookmarking systems

    Gargari, S. M. & Öǧüdücü, Ş. G., 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 827-834 8 p. 6425657. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Personalized recommendation in folksonomies using a joint probabilistic model of users, resources and tags

    Alper, M. E. & Öǧüdücü, Ş. G., 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. p. 368-373 6 p. 6406690. (Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Personalized resource categorisation in folksonomies

    Alper, M. E. & Öǧüdücü, Ş. G., 2012, Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics 2012, MDS'12 - SIGKDD 2012. 6. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2011

    A recommendation model for social resource sharing systems based on tripartite graph clustering

    Üstünba̧, Y. & Öǧüdücü, Ş. G., 2011, Proceedings - 2011 European Intelligence and Security Informatics Conference, EISIC 2011. p. 378-381 4 p. 6061268. (Proceedings - 2011 European Intelligence and Security Informatics Conference, EISIC 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • A relational recommender system based on domain ontology

    Kapusuzoǧlu, H. & Öǧüdücü, Ş. G., 2011, Proceedings - 2011 International Conference on Emerging Intelligent Data and Web Technologies, EIDWT 2011. p. 36-41 6 p. 6076418. (Proceedings - 2011 International Conference on Emerging Intelligent Data and Web Technologies, EIDWT 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • GA-TVRC: A novel relational time varying classifier to extract temporal information using genetic algorithms

    Güneş, I., Çataltepe, Z. & Öǧüdücü, Ş. G., 2011, Machine Learning and Data Mining in Pattern Recognition - 7th International Conference, MLDM 2011, Proceedings. p. 568-583 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6871 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Mutasyon taramasi i̇çi̇n özni̇teli̇k bulma yöntemleri̇

    Translated title of the contribution: Feature extraction methods for mutation screeningKaya, H. & Öǧüdücü, Ş. G., 2011, 2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011. p. 698-701 4 p. 5929747. (2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Tag recommendation based on user's behavior in collaborative tagging systems

    Ilhan, N. & Öǧüdücü, Ş. G., 2011, ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence. p. 570-573 4 p. (ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2010

    An efficient community detection method using parallel clique-finding ants

    Sadi, S., Öǧüdücü, Ş. & Uyar, A. Ş., 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 5586496. (2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Citations (Scopus)

  • A new approach for mutation analysis using data mining techniques

    Kaya, H. & Öǧüdücü, Ş. G., 2010, 2010 International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2010. p. 205-210 6 p. 5643664. (2010 International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2009

    A recommender model for social bookmarking sites

    Ilhan, N. & Öǧüdücü, Ş. G., 2009, ICSCCW 2009 - 5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control. 5379460. (ICSCCW 2009 - 5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

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

    Madylova, A. & Öǧüdücü, Ş. G., 2009, 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009. p. 129-134 6 p. 5291865. (2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    31 Citations (Scopus)

  • Community detection using ant colony optimization techniques

    Sadi, S., Etaner-Uyar, S. & Gündüz-Öoüdücü, S., 2009, Mendel. Radek, M. (ed.). Brno University of Technology, p. 206-213 8 p. (Mendel).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Citations (Scopus)
  • 2008

    Integration of the pagerank algorithm into web recommendation system

    Göksedef, M. & Öǧüdücü, Ş. G., 2008, MCCSIS'08 - IADIS Multi Conference on Computer Science and Information Systems; Proceedings of Informatics 2008 and Data Mining 2008. p. 19-26 8 p. (MCCSIS'08 - IADIS Multi Conference on Computer Science and Information Systems; Proceedings of Informatics 2008 and Data Mining 2008).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2007

    Comparison of semantic and single term similarity measures for clustering Turkish documents

    Yücesoy, B. & Öǧüdücü, Ş. G., 2007, Proceedings - 6th International Conference on Machine Learning and Applications, ICMLA 2007. p. 393-398 6 p. 4457262. (Proceedings - 6th International Conference on Machine Learning and Applications, ICMLA 2007).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

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

    Demir, G. N., Uyar, A. S. & Oguducu, S., 2007, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference. p. 1943-1950 8 p. (Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    25 Citations (Scopus)
  • 2006

    Mixed type audio classification with support vector machine

    Chen, L., Gündüz, S. & Özsu, M. T., 2006, 2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings. p. 781-784 4 p. 4036716. (2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    65 Citations (Scopus)
  • 2005

    A new graph-based evolutionary approach to sequence clustering

    Uyar, A. Ş. & Öǧüdücü, Ş. G., 2005, Proceedings - ICMLA 2005: Fourth International Conference on Machine Learning and Applications. p. 273-278 6 p. 1607462. (Proceedings - ICMLA 2005: Fourth International Conference on Machine Learning and Applications; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)