publications

Journal Papers

2023

1. 

   Zero-shot learning via self-organizing maps

   Ismailoglu, Firat

   Neural Computing and Applications 2023

   Bib HTML

   @article{somzsl,
     title = {Zero-shot learning via self-organizing maps},
     author = {Ismailoglu, Firat},
     journal = {Neural Computing and Applications},
     volume = {35},
     number = {13},
     pages = {9931--9945},
     year = {2023},
     publisher = {Springer},
   }

2. 

   LVQ Treatment for Zero-Shot Learning

   Ismailoglu, Firat

   Turkish Journal of Electrical Engineering and Computer Sciences 2023

   Bib HTML PDF

   @article{lvqzsl,
     title = {LVQ Treatment for Zero-Shot Learning},
     author = {Ismailoglu, Firat},
     journal = {Turkish Journal of Electrical Engineering and Computer Sciences},
     volume = {31},
     number = {1},
     pages = {216--237},
     year = {2023},
     publisher = {Tubitak},
   }

2022

1. 

   Aggregating user preferences in group recommender systems: A crowdsourcing approach

   Ismailoglu, Firat

   Decision Support Systems 2022

   Bib HTML

   @article{crowd,
     title = {Aggregating user preferences in group recommender systems: A crowdsourcing approach},
     author = {Ismailoglu, Firat},
     journal = {Decision Support Systems},
     volume = {152},
     pages = {113663},
     year = {2022},
     publisher = {Elsevier},
   }

2. 

   A Text Mining Analysis on Misinformation Regarding the COVID-19 Pandemic

   Ismailoglu, Firat

   Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi 2022

   Bib HTML PDF

   @article{twitter,
     title = {A Text Mining Analysis on Misinformation Regarding the COVID-19 Pandemic},
     author = {Ismailoglu, Firat},
     journal = {Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi},
     volume = {9},
     number = {1},
     pages = {20--31},
     year = {2022},
   }

2021

1. 

   An entropy empowered hybridized aggregation technique for group recommender systems

   Yalcin, Emre, Ismailoglu, Firat,  and Bilge, Alper

   Expert Systems with Applications 2021

   Bib HTML

   @article{entropy,
     title = {An entropy empowered hybridized aggregation technique for group recommender systems},
     author = {Yalcin, Emre and Ismailoglu, Firat and Bilge, Alper},
     journal = {Expert Systems with Applications},
     volume = {166},
     pages = {114111},
     year = {2021},
     publisher = {Elsevier},
   }

2020

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

   Bib HTML

   @article{neural,
     title = {Effects of agmatine, glutamate, arginine, and nitric oxide on executive functions in children with attention deficit hyperactivity disorder},
     author = {Ulger, Dilara and Ersan, Serpil and Bakir, Deniz and Uzun Cicek, Ayla and Ismailoglu, Firat},
     journal = {Journal of Neural Transmission},
     volume = {127},
     pages = {1675--1684},
     year = {2020},
     publisher = {Springer},
   }

2018

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

   Bib HTML

   @article{hetero,
     title = {Heterogeneous domain adaptation for IHC classification of breast cancer subtypes},
     author = {Ismailoglu, Firat and Cavill, Rachel and Smirnov, Evgueni and Zhou, Shuang and Collins, Pieter and Peeters, Ralf},
     journal = {IEEE Transactions on Computational Biology and Bioinformatics},
     volume = {17},
     number = {1},
     pages = {347--353},
     year = {2018},
     publisher = {IEEE},
   }

2013

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

   Bib HTML

   @article{cart,
     title = {Identification of possible determinants of inpatient mortality using Classification and Regression Tree (CART) analysis in hospitalized oldest old patients},
     author = {Butchart, Catherine and Ismailoglu, Firat and Myint, Phyo Kyaw and Musonda, Roy L and Rayward-Smith, VJ},
     journal = {Archives of gerontology and geriatrics},
     volume = {56},
     number = {1},
     pages = {188--191},
     year = {2013},
     publisher = {Elsevier},
   }

Conference and workshop papers

2022

1. Borda Count Based Initialization for Self-Organizing Maps

   Senol, Tugce,  and Ismailoglu, Firat

   In International Conference on Engineering Technologies (ICENTE22) 2022

   Bib PDF

   @inproceedings{icente,
     author = {Senol, Tugce and Ismailoglu, Firat},
     title = {Borda Count Based Initialization for Self-Organizing Maps},
     year = {2022},
     booktitle = {International Conference on Engineering Technologies (ICENTE22)},
     pages = {143--148},
   }

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

   Bib HTML

   @inproceedings{siu2022,
     author = {Zengin, Hilal and Ismailoglu, Firat},
     title = {Enhancing Classification in Zero-Shot Learning with the Aid of Perceptron},
     year = {2022},
     booktitle = {30th Signal Processing and Communications Applications Conference (SIU22)},
     pages = {1--4},
     organization = {IEEE},
   }

2021

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

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2. Classifying Cancer Types Based on Microarray Gene Expressions using Conformal Prediction

   Ismailoglu, Firat

   In 29th Signal Processing and Communications Applications Conference (SIU21) 2021

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2018

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

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2015

1. Conformal ECOC Machines

   Ismailoglu, Firat, Smirnov, Evgueni,  and Peeters, Ralf

   In IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI27) 2015

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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

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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

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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

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Theses

2017

1. 

   PhD Thesis: Decomposition schemes for multiclass classification and domain adaptation

   Ismailoglu, Firat

   2017

   PDF

2010

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

   Ismailoglu, Firat

   2010

   PDF