Tevfik Aytekin

Orcid: 0000-0003-4402-7806

According to our database1, Tevfik Aytekin authored at least 21 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
SynerGraph: An Integrated Graph Convolution Network for Multimodal Recommendation.
CoRR, 2024

2022
Duplicate product record detection engine for e-commerce platforms.
Expert Syst. Appl., 2022

2021
Integrating Individual and Aggregate Diversity in Top-<i>N</i> Recommendation.
INFORMS J. Comput., 2021

2020
A Meta-Algorithm for Improving Top-N Prediction Efficiency of Matrix Factorization Models in Collaborative Filtering.
Int. J. Pattern Recognit. Artif. Intell., 2020

2019
Real-time recommendation with locality sensitive hashing.
J. Intell. Inf. Syst., 2019

Parallel pairwise learning to rank for collaborative filtering.
Concurr. Comput. Pract. Exp., 2019

Short term water demand forecasting using regional data.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

SENTIMENT ANALYSIS IN TURKISH FILM COMMENTS.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018
Effective methods for increasing aggregate diversity in recommender systems.
Knowl. Inf. Syst., 2018

2017
Incorporating Aggregate Diversity in Recommender Systems Using Scalable Optimization Approaches.
INFORMS J. Comput., 2017

Scalable and adaptive collaborative filtering by mining frequent item co-occurrences in a user feedback stream.
Eng. Appl. Artif. Intell., 2017

On Parallelizing SGD for Pairwise Learning to Rank in Collaborative Filtering Recommender Systems.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

2016
Balanced random forest for imbalanced data streams.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Real time distributed analysis of MPLS network logs for anomaly detection.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

2015
Locality sensitive hashing based scalable collaborative filtering.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

An ensemble approach for multi-label classification of item click sequences.
Proceedings of the 2015 International ACM Recommender Systems Challenge, 2015

2014
Clustering-based diversity improvement in top-N recommendation.
J. Intell. Inf. Syst., 2014

2013
Improving the performance of active voxel selection in the analysis of fMRI data using genetic algorithms.
Proceedings of the Balkan Conference in Informatics, 2013

2012
How Similar is Rating Similarity to Content Similarity?
Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

Combining Spatial Proximity and Temporal Continuity for Learning Invariant Representations.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

1994
An Application of Genetic Programming to the 4-Op Problem Using Map-Trees.
Proceedings of the Process in Evolutionary Computation, 1994


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