Araştırma Sonucu

Yıla göre Araştırma Sonucu 1995 2012 2015 2016 2017 2019 2020 2022

• 12 Konferans katkısı
• 10 Makale
• 1 Konferans bildirisi
• 1 Konferans makalesi
• 1 Daha fazla
  • 1 Derleme makalesi

Yıla göre Araştırma Sonucu

Yıla göre Araştırma Sonucu

Arama sonuçları

• 2022

  Duplicate product record detection engine for e-commerce platforms

  Albayrak, O. S., Aytekin, T. & Kalaycı, T. A., 1 May 2022, In: Expert Systems with Applications. 193, 116420.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  Açık erişim

  • Detection Engine 100%
  • E-commerce Platform 100%
  • E-commerce Companies 100%
  • Product Data 50%
  • Product Catalog 50%
  1 Alıntı (Scopus)
• 2021

  Integrating individual and aggregate diversity in top-n recommendation

  Çanakoǧlu, E., Muter, I. & Aytekin, T., Ara 2021, In: INFORMS Journal on Computing. 33, 1, p. 300-318 19 p.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  • Main Component 100%
  • Metrics 100%
  • Optimization Approach 100%
  • Data Show 100%
  • Multiobjective Optimization 100%
  7 Alıntılar (Scopus)
• 2020

  A Meta-Algorithm for Improving Top- N Prediction Efficiency of Matrix Factorization Models in Collaborative Filtering

  Yagci, A. M., Aytekin, T. & Gurgen, F. S., 1 Mar 2020, In: International Journal of Pattern Recognition and Artificial Intelligence. 34, 3, 2059007.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  • Matrix Factorization Model 100%
  • Prediction Efficiency 100%
  • Meta-algorithm 100%
  • Collaborative Filtering 100%
  • Approximate Nearest Neighbor Search 25%
  4 Alıntılar (Scopus)

• Automating Customer Claim Registration by Text Mining

  Beyranvand, P. & Aytekin, T., 15 Eki 2020, Proceedings - 2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020. Institute of Electrical and Electronics Engineers Inc., 9259889. (Proceedings - 2020 Innovations in Intelligent Systems and Applications Conference, ASYU 2020).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Text Mining 100%
  • Customer Satisfaction 66%
  • Machine Learning 33%
  • Machine Learning Technique 33%
  • Call Center Agents 33%
• 2019

  Bölgesel veriler üzerinde yapilan kisa dönem su talep tahmini

  Zeynep Yildiz, T. & Aytekin, T., Nis 2019, 27th Signal Processing and Communications Applications Conference, SIU 2019. Institute of Electrical and Electronics Engineers Inc., 8806415. (27th Signal Processing and Communications Applications Conference, SIU 2019).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Regional Data 100%
  • Short-term Water Demand Forecasting 100%
  • Water Consumption Data 100%
  • Water Demand Prediction 100%
  • Demand Forecasting 100%

• Parallel pairwise learning to rank for collaborative filtering

  Yağcı, A. M., Aytekin, T. & Gürgen, F. S., 10 Ağu 2019, In: Concurrency and Computation: Practice and Experience. 31, 15, e5141.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  • Collaborative Filtering 100%
  • Gradient Descent 50%
  • Problem Setting 50%
  • Learning Settings 25%
  • Stream Learning 25%
  4 Alıntılar (Scopus)

• Real-time recommendation with locality sensitive hashing

  Aytekin, A. M. & Aytekin, T., 15 Ağu 2019, In: Journal of Intelligent Information Systems. 53, 1, p. 1-26 26 p.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  • Locality Sensitive Hashing 100%
  • Real-time Recommendation 100%
  • Neighborhood-based Collaborative Filtering 50%
  • Recommender Systems 33%
  • Recommendation Algorithm 33%
  7 Alıntılar (Scopus)

• TÜRKÇE film yorumlarinda duygu analizi

  Uslu, A., Tekin, S. & Aytekin, T., Nis 2019, 27th Signal Processing and Communications Applications Conference, SIU 2019. Institute of Electrical and Electronics Engineers Inc., 8806355. (27th Signal Processing and Communications Applications Conference, SIU 2019).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Regression Tree Method 100%
  • Logistic Model Tree 100%
  • Decision Tree Method 100%
  • Turkish Dataset 100%
  • Logistics Decisions 100%
  3 Alıntılar (Scopus)
• 2018

  Effective methods for increasing aggregate diversity in recommender systems

  Karakaya, M. Ö. & Aytekin, T., 1 Ağu 2018, In: Knowledge and Information Systems. 56, 2, p. 355-372 18 p.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  • Recommendation List 100%
  • Aggregate Diversity 100%
  • Recommender Systems 100%
  • Effective Method 100%
  • Metrics 100%
  37 Alıntılar (Scopus)
• 2017

  Incorporating aggregate diversity in recommender systems using scalable optimization approaches

  Muter, I. & Aytekin, T., 1 Haz 2017, In: INFORMS Journal on Computing. 29, 3, p. 405-421 17 p.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  Açık erişim

  • Metrics 100%
  • Optimization Approach 100%
  • Recommender Systems 100%
  • Scalable Optimization 100%
  • Multiobjective 66%
  11 Alıntılar (Scopus)

• Kariyer.net için İş İlan Öneri Sistemi Tasarmi ve Gerçekleştirimi

  Kara, K. C., Esen, S., Kahyalar, N., Karakaş, A. A. & Aytekin, T., 31 Eki 2017, 2nd International Conference on Computer Science and Engineering, UBMK 2017. Institute of Electrical and Electronics Engineers Inc., p. 729-733 5 p. 8093515. (2nd International Conference on Computer Science and Engineering, UBMK 2017).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Job Recommender Systems 100%
  • Recommender Systems 100%
  • Customized Product 50%
  • Application Usage 50%
  • System Architecture 50%
  2 Alıntılar (Scopus)

• On parallelizing SGD for pairwise learning to rank in collaborative filtering recommender systems

  Yagci, M., Aytekin, T. & Gurgen, F., 27 Ağu 2017, RecSys 2017 - Proceedings of the 11th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 37-41 5 p. (RecSys 2017 - Proceedings of the 11th ACM Conference on Recommender Systems).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Stochastic Gradient Descent 100%
  • Collaborative Recommender Systems 100%
  • Pairwise Loss Function 100%
  • Learning to Rank 100%
  • Parallelizing 100%
  10 Alıntılar (Scopus)

• Scalable and adaptive collaborative filtering by mining frequent item co-occurrences in a user feedback stream

  Yagci, A. M., Aytekin, T. & Gurgen, F. S., 1 Şub 2017, In: Engineering Applications of Artificial Intelligence. 58, p. 171-184 14 p.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  • Item Similarity 100%
  • User Feedback 100%
  • Frequent Items 100%
  • Item Co-occurrence 100%
  • Collaborative Filtering 100%
  23 Alıntılar (Scopus)
• 2016

  Dengesiz veri akimlari için dengelenmiş rassal orman

  Yaǧci, A. M., Aytekin, T. & Gürgen, F. S., 20 Haz 2016, 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1065-1068 4 p. 7495927. (2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Random Decision Forest 100%
  • Data Stream 100%
  • Imbalanced Data 100%
  • Class Imbalance 100%
  • Imbalanced Data Streams 100%
  6 Alıntılar (Scopus)

• Parallel personalized pairwise learning to rank

  Yaǧci, M., Aytekin, T., Türen, H. & Gürgen, F., 2016, p. 53-58. 6 p.

  Araştırma sonucu: Konferans katkısı › Konferans bildirisi › bilirkişi

  • Gradient Descent 100%
  • on-line algorithm 66%
  • Online Algorithms 66%
  • Stream Processing 33%
  • Implicit User Feedback 33%
  2 Alıntılar (Scopus)

• Real time distributed analysis of MPLS network logs for anomaly detection

  Macit, M., Delibaş, E., Karanlik, B., Inal, A. & Aytekin, T., 30 Haz 2016, Proceedings of the NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium. Badonnel, S. O., Ulema, M., Cavdar, C., Granville, L. Z. & dos Santos, C. R. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 750-753 4 p. 7502891. (Proceedings of the NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Distributed Analysis 100%
  • Network Logs 100%
  • IP Networks 100%
  • Log Data 100%
  • Network Device 100%
  3 Alıntılar (Scopus)
• 2015

  An ensemble approach for multi-label classification of item click sequences

  Yaʇc, A. M., Aytekin, T. & Gürgen, F. S., 16 Eyl 2015, Proceedings of the International ACM Recommender Systems Challenge 2015. Association for Computing Machinery, Inc, 2813516. (Proceedings of the International ACM Recommender Systems Challenge 2015).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Chal 100%
  • Random Forest Classifier 100%
  • Item Properties 100%
  • Ensemble Approach 100%
  • Diction 100%
  6 Alıntılar (Scopus)

• Yerele Duyarli Kiyim Tabanli Ölçeklenebilir Işbirlikçi Filtreleme

  Aytekin, A. M. & Aytekin, T., 19 Haz 2015, 2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1030-1033 4 p. 7130008. (2015 23rd Signal Processing and Communications Applications Conference, SIU 2015 - Proceedings).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Collaborative Filtering 100%
  • Locality Sensitive Hashing 100%
  • Recommender Systems 66%
  • Hashing Technique 66%
  • collaborative filtering algorithm 33%
• 2014

  Clustering-based diversity improvement in top-N recommendation

  Aytekin, T. & Karakaya, M. Ö., Şub 2014, In: Journal of Intelligent Information Systems. 42, 1, p. 1-18 18 p.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  • Quality Diversity 100%
  • Top-N Recommendation 100%
  • Rating Value 100%
  • User Satisfaction 100%
  • Diversity Level 66%
  58 Alıntılar (Scopus)
• 2013

  Improving the performance of active voxel selection in the analysis of fMRI data using genetic algorithms

  Ülker, C. C. & Aytekin, T., 2013, 6th BCI 2013 - Balkan Conference in Informatics, Proceedings. p. 129-136 8 p. (ACM International Conference Proceeding Series).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Feature Extraction 100%
  • Genetic Algorithm 100%
  • Feature Selection 100%
  • Magnetic Resonance Imaging 100%
  • Voxel 100%
  1 Alıntı (Scopus)
• 2012

  Combining spatial proximity and temporal continuity for learning invariant representations

  Kursun, O. & Aytekin, T., 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 871-873 3 p. 6425650. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Invariant Representation 100%
  • Temporal Continuity 100%
  • Spatial Proximity 100%
  • Relative Timing 33%
  • In Clustering 33%
  1 Alıntı (Scopus)

• Fodor on causes of mentalese symbols

  Aytekin, T. & Sayan, E., 2012, In: Organon F. 19, 1, p. 3-15 13 p.

  Araştırma sonucu: Dergi katkısı › Derleme makalesi › bilirkişi

  • Criticism 100%
  • Causal Theory 100%
  • Causation 100%
  • tokens 100%
  • Mentalese 100%

• How similar is rating similarity to content similarity?

  Başkaya, O. & Aytekin, T., 2012, In: CEUR Workshop Proceedings. 910, p. 27-29 3 p.

  Araştırma sonucu: Dergi katkısı › Konferans makalesi › bilirkişi

  • Rating Similarity 100%
  • Content Similarity 100%
  • Recommendation Algorithm 100%
  • User Satisfaction 66%
  • Value Prediction 33%
  2 Alıntılar (Scopus)
• 2010

  Misrepresentation and robustness of meaning

  Aytekin, T. & Sayan, E., 2010, In: Organon F. 17, 1, p. 21-38 18 p.

  Araştırma sonucu: Dergi katkısı › Makale › bilirkişi

  • Theory of Content 100%
  • Intentionality 50%
  2 Alıntılar (Scopus)
• 1995

  An application of genetic programming to the 4-op problem using map-trees

  Aytekin, T., Korkmaz, E. E. & Güvenir, H. A., 1995, Progress in Evolutionary Computation - AI 1993 and AI 1994 Workshops on Evolutionary Computation, Selected Papers. Yao, X. (ed.). Springer Verlag, p. 28-40 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); hac. 956).

  Araştırma sonucu: Kitap/Rapor/Konferans sürecindeki bölüm › Konferans katkısı › bilirkişi

  • Terminal Set 100%
  • Parse Tree 100%
  • Genetic Programming 100%
  • treemap 100%
  • Random Population 33%
  1 Alıntı (Scopus)