Journal Papers


  1. Zero-shot learning via self-organizing maps
    Ismailoglu, Firat
    Neural Computing and Applications 2023
  2. LVQ Treatment for Zero-Shot Learning
    Ismailoglu, Firat
    Turkish Journal of Electrical Engineering and Computer Sciences 2023


  1. Aggregating user preferences in group recommender systems: A crowdsourcing approach
    Ismailoglu, Firat
    Decision Support Systems 2022
  2. A Text Mining Analysis on Misinformation Regarding the COVID-19 Pandemic
    Ismailoglu, Firat
    Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi 2022


  1. An entropy empowered hybridized aggregation technique for group recommender systems
    Yalcin, Emre, Ismailoglu, Firat,  and Bilge, Alper
    Expert Systems with Applications 2021


  1. Effects of agmatine, glutamate, arginine, and nitric oxide on executive functions in children with attention deficit hyperactivity disorder
    Ulger, Dilara, Ersan, Serpil,  Bakir, Deniz and 2 more authors
    Journal of Neural Transmission 2020


  1. Heterogeneous domain adaptation for IHC classification of breast cancer subtypes
    Ismailoglu, Firat, Cavill, Rachel,  Smirnov, Evgueni and 3 more authors
    IEEE Transactions on Computational Biology and Bioinformatics 2018


  1. Identification of possible determinants of inpatient mortality using Classification and Regression Tree (CART) analysis in hospitalized oldest old patients
    Butchart, Catherine, Ismailoglu, Firat,  Myint, Phyo Kyaw and 2 more authors
    Archives of gerontology and geriatrics 2013

Conference and workshop papers


  1. Borda Count Based Initialization for Self-Organizing Maps
    Senol, Tugce,  and Ismailoglu, Firat
    In International Conference on Engineering Technologies (ICENTE22) 2022
  2. Enhancing Classification in Zero-Shot Learning with the Aid of Perceptron
    Zengin, Hilal,  and Ismailoglu, Firat
    In 30th Signal Processing and Communications Applications Conference (SIU22) 2022


  1. Metric Learning For Context-Aware Recommender Systems
    Ismailoglu, Firat
    In Proceedings of the 2021 International Conference on Pattern Recognition and Intelligent Systems (PRIS21) 2021
  2. Classifying Cancer Types Based on Microarray Gene Expressions using Conformal Prediction
    Ismailoglu, Firat
    In 29th Signal Processing and Communications Applications Conference (SIU21) 2021


  1. Heterogeneous domain adaptation based on class decomposition schemes
    Ismailoglu, Firat, Smirnov, Evgueni,  Peeters, Ralf and 2 more authors
    In Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia Conference (PAKDD 2018) 2018


  1. Conformal ECOC Machines
    Ismailoglu, Firat, Smirnov, Evgueni,  and Peeters, Ralf
    In IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI27) 2015
  2. Weighted Decoding for Error-Correcting Output Codes via Bipartite Graph Partitioning
    Ismailoglu, Firat
    In The 27th Benelux Conference on Artificial Intelligence (BNAIC 2105) 2015
  3. Instance-based decompositions of error correcting output codes
    Ismailoglu, Firat, Smirnov, Evgueni,  Nikolaev, Nikolay and 1 more author
    In Multiple Classifier Systems: 12th International Workshop (MCS 2015) 2015
  4. Fractional programming weighted decoding for error-correcting output codes
    Ismailoglu, Firat, Sprinkhuizen-Kuyper, Ida G,  Smirnov, Evgueni and 2 more authors
    In Multiple Classifier Systems: 12th International Workshop, (MCS 2015) 2015



  1. PhD Thesis: Decomposition schemes for multiclass classification and domain adaptation
    Ismailoglu, Firat


  1. MSc Thesis: A medical data mining application covering patients over 90 years old by using the Cart algorithm
    Ismailoglu, Firat