A. Murat Yagci

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 5

Top Topics

Learning To Rank

Collaborative Filtering

Particle Filtering

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Eng. Appl. Artif. Intell.

RecSys Challenge

Publications

A. Murat Yagci, Tevfik Aytekin, Fikret S. Gürgen
A Meta-Algorithm for Improving Top-N Prediction Efficiency of Matrix Factorization Models in Collaborative Filtering. Int. J. Pattern Recognit. Artif. Intell. 34 (3) (2020)
A. Murat Yagci, Tevfik Aytekin, Fikret S. Gürgen
Parallel pairwise learning to rank for collaborative filtering. Concurr. Comput. Pract. Exp. 31 (15) (2019)
A. Murat Yagci, Tevfik Aytekin, Fikret S. Gürgen
Scalable and adaptive collaborative filtering by mining frequent item co-occurrences in a user feedback stream. Eng. Appl. Artif. Intell. 58 (2017)
A. Murat Yagci, Tevfik Aytekin, Fikret S. Gürgen
On Parallelizing SGD for Pairwise Learning to Rank in Collaborative Filtering Recommender Systems. RecSys (2017)
A. Murat Yagci, Tevfik Aytekin, Fikret S. Gürgen
Balanced random forest for imbalanced data streams. SIU (2016)
A. Murat Yagci, Tevfik Aytekin, Fikret S. Gürgen
An ensemble approach for multi-label classification of item click sequences. RecSys Challenge (2015)
A. Murat Yagci, Ertunc Erdil, Ali Ozgur Argunsah, Devrim Ünay, Müjdat Çetin, Lale Akarun, Fikret Gürgen
Biomedical image time series registration with particle filtering. SIU (2013)
Selim Mimaroglu, A. Murat Yagci
CLICOM: Cliques for combining multiple clusterings. Expert Syst. Appl. 39 (2) (2012)
Ertunc Erdil, A. Murat Yagci, Ali Ozgur Argunsah, Y. Ramiro-Cortes, Anna Felicity Hobbiss, Inbal Israely, Devrim Ünay
A tool for automatic dendritic spine detection and analysis. Part I: Dendritic spine detection using multi-level region-based segmentation. IPTA (2012)
Selim Mimaroglu, A. Murat Yagci, Dan A. Simovici
Approximative distance computation by random hashing. J. Supercomput. 61 (3) (2012)
Selim Mimaroglu, A. Murat Yagci
A binary method for fast computation of inter and intra cluster similarities for combining multiple clusterings. ICIS (2009)