Şule Öğüdücü fotoğrafı

Scopus Profilini Görüntüle

Şule Öğüdücü

Profesor

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

  • İTÜ Ayazağa Kampüsü

    34000 Istanbul

    Turkey

Scopus atıfları ve BeeHub'da kayıtlı yayın sayısına göre hesaplanmaktadır
20032023

Yıla göre araştırma çıktıları

Filtre
Konferans katkısı

Arama sonuçları

  • 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    2 Atıf (Scopus)

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

    Yllmaz, Ö. I. & Öǧüdücü, Ş. G., 25 Nis 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    Açık erişim
    2 Atıf (Scopus)
  • 2021

    Enriching demand prediction with product relationship information using graph neural networks

    Yilmaz, Y. & Ögüdücü, S. G., 8 Kas 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

  • 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; hac. 1323).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    4 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

  • Derin Hibrit Oneri Sistemi

    Turker, D., Ozcan, A. & Oguducu, S. G., 5 Eki 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    1 Atıf (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); hac. 11948 LNAI).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    Açık erişim
    5 Atıf (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., Haz 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    1 Atıf (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); hac. 11946 LNAI).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    8 Atıf (Scopus)

  • Kullanici Profili ve I sbirliki Filtreleme Tabanli Otel Öneri Sistemi

    Turker, B. B., Tugay, R., Kizil, I. & Oguducu, S., Eyl 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    Açık erişim
    5 Atıf (Scopus)

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

    Gayberi, M. & Oguducu, S. G., 12 Kas 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    20 Atıf (Scopus)
  • 2018

    A Binary Classification Model for PM 10 Levels

    Kaya, K. & Gunduz Oguducu, S., 6 Ara 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    6 Atıf (Scopus)

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

    Cizmeci, B. & Oguducu, S. G., 6 Ara 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).

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    12 Atıf (Scopus)

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

    Tugay, R. & Ögüdücü, Ş. G., 15 Kas 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).

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    Açık erişim
  • 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); hac. 10246 LNAI).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    1 Atıf (Scopus)

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

    Özcan, G. & Öguducu, S. G., 14 Şub 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    7 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    Açık erişim
    12 Atıf (Scopus)

  • Supervised temporal link prediction using time series of similarity measures

    Özcan, A. & Öǧüdücü, Ş. G., 26 Tem 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    9 Atıf (Scopus)

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

    Özcan, A. & Öǧüdücü, Ş. G., 31 Oca 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    13 Atıf (Scopus)
  • 2016

    Influential user detection on Twitter: Analyzing effect of focus rate

    Alp, Z. Z. & Oguducu, S. G., 21 Kas 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    11 Atıf (Scopus)
  • 2015

    A retail demand forecasting model based on data mining techniques

    Islek, I. & Oguducu, S. G., 28 Eyl 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; hac. 2015-September).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    26 Atıf (Scopus)

  • Multivariate temporal Link Prediction in evolving social networks

    Ozcan, A. & Oguducu, S. G., 24 Tem 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    23 Atıf (Scopus)

  • Predicting community evolution based on time series modeling

    Ilhan, N. & Öǧüdücü, Ş. G., 25 Ağu 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    36 Atıf (Scopus)

  • Streaming linear regression on spark MLlib and MOA

    Akgün, B. & Öǧüdücü, Ş. G., 25 Ağu 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    10 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    4 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    3 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    4 Atıf (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; hac. 1).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    3 Atıf (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).

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  • 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    2 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    8 Atıf (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); hac. 6871 LNAI).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    3 Atıf (Scopus)

  • Mutasyon taramasi i̇çi̇n özni̇teli̇k bulma yöntemleri̇

    Kaya, 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

  • 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; hac. 1).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

  • 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).

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    23 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

  • 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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    1 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    31 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    12 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    1 Atıf (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).

    Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

    5 Atıf (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).

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    Açık erişim
    25 Atıf (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; hac. 2006).

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    65 Atıf (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; hac. 2005).

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    8 Atıf (Scopus)