Yayınlar & Eserler

Yayın Ağı
Makaleler 9
Tümü (9)
SCI-E, SSCI, AHCI (9)
SCI-E, SSCI, AHCI, ESCI (9)
Scopus (8)

1. Evolving Markov Chains: Online Mode Discovery and Recognition from Data Streams

Coskun K., Tumer B., Hiller B. C., Becker M.
IEEE Transactions on Pattern Analysis and Machine Intelligence , 2026 (SCI-Expanded, Scopus) identifier identifier

2. Incremental learning of spatio-temporal Markov chains: An introductory theoretical framework for composite domain Markov chains

Kumralbaş Z., Tümer B.
Information Sciences , cilt.721, 2025 (SCI-Expanded, Scopus) identifier

3. Autonomous acquisition of arbitrarily complex skills using locality based graph theoretic features: a syntactic approach to hierarchical reinforcement learning

Kumralbaş Z., Çavuş S. H., Coşkun K., Tümer B.
Evolving Systems , cilt.14, sa.6, ss.957-980, 2023 (SCI-Expanded, Scopus) identifier identifier

4. Learning under concept drift and non-stationary noise: Introduction of the concept of persistence

Coşkun K., Tümer B.
Engineering Applications of Artificial Intelligence , cilt.123, 2023 (SCI-Expanded, Scopus) identifier

5. An adaptive estimation method with exploration and exploitation modes for non-stationary environments

Coskun K., TÜMER M. B.
PATTERN RECOGNITION , cilt.129, 2022 (SCI-Expanded, Scopus) identifier identifier

6. Intelligent software debugging: A reinforcement learning approach for detecting the shortest crashing scenarios

Durmaz E., TÜMER M. B.
Expert Systems with Applications , cilt.198, 2022 (SCI-Expanded, Scopus) identifier identifier

7. Multivariate Time Series Clustering and its Application in Industrial Systems

Surmeli B. G., Tumer M. B.
CYBERNETICS AND SYSTEMS , cilt.51, sa.3, ss.315-334, 2020 (SCI-Expanded, Scopus) identifier identifier

8. An adaptive signal compression system with pre-specified reconstruction quality and compression rate

Tumer M. B., Demir M.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE , cilt.81, sa.2, ss.99-105, 2006 (SCI-Expanded, Scopus) identifier identifier identifier

9. A syntactic methodology for automatic diagnosis by analysis of continuous time measurements using hierarchical signal representations

Tumer M. B., Belfore L. A., Ropella K. M.
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS , cilt.33, sa.6, ss.951-965, 2003 (SCI-Expanded) identifier
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 14

1. An AI-based Architecture Framework for Improving End-of-line Reliability Tests of Electric Motors

SOYTÜRK M., Coşkun A. K., İzmitlioğlu M. O., TÜMER M. B., Saraçoğlu S., BULUT B., et al.
IEEE IECON 2022, 48th Annual Conference of the Industrial Electronics Society, Belçika, 17 Ekim 2022, (Tam Metin Bildiri) identifier

2. A Syntactic Pattern Recognition Based Approach to Online Anomaly Detection and Identification on Electric Motors

Coskun K., Kumralbas Z., Cavus H., TÜMER M. B.
44th DAGM German Conference on Pattern Recognition (DAGM GCPR), Konstanz, Almanya, 27 - 30 Eylül 2022, cilt.13485, ss.116-132, (Tam Metin Bildiri) identifier identifier

3. Context Detection and Identification In Multi-Agent Reinforcement Learning With Non-Stationary Environment Çok Etmenli Pekiştirmeli Öǧrenmede Devingen Ortamlarda Baǧlam Deǧişim Tespiti ve Tanimlama

Talha Selamet E., Tumer B.
30th Signal Processing and Communications Applications Conference, SIU 2022, Safranbolu, Türkiye, 15 - 18 Mayıs 2022, (Tam Metin Bildiri) identifier

4. Multi-class categorization of user-generated content in a domain specific medium: Inferring product specifications from e-commerce marketplaces

Toprak Uçar K., Tümer M. B., Kıraç M.
International Conference on Intelligent and Fuzzy Systems, INFUS 2019, İstanbul, Türkiye, 23 - 25 Temmuz 2019, cilt.1029, ss.247-256, (Tam Metin Bildiri) identifier

5. Unsupervised Mode Detection in Cyber-Physical Systems using Variable Order Markov Models

Surmeli B. G., Eksen F., Dinc B., Schuller P., Tumer B.
15th IEEE International Conference on Industrial Informatics (INDIN), Emden, Almanya, 24 - 26 Temmuz 2017, ss.841-846, (Tam Metin Bildiri) identifier

6. Detection of Regime Switching Points in Non-Stationary Sequences using Stochastic Learning based Weak Estimation Method

Aslanci E., Coskun K., Schuller P., Tumer B.
15th IEEE International Conference on Industrial Informatics (INDIN), Emden, Almanya, 24 - 26 Temmuz 2017, ss.787-792, (Tam Metin Bildiri) identifier

7. Hierarchical Reinforcement Learning with Context Detection (HRL-CD)

YÜCESOY Y. E., TÜMER M. B.
7th International Conference on Machine Learning and Computing (ICMLC 2015), Floransa, İtalya, 19 Mart 2015, cilt.5, sa.5, ss.353-358, (Tam Metin Bildiri)

8. A Low-Complexity Constructive Learning Automaton Approach to Handwritten Character Recognition

Ustimov A., TÜMER M. B., GÜNGÖR T.
11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLING 2010), Yaş, Romanya, 21 Mart 2010, cilt.46, ss.311-322, (Tam Metin Bildiri)

9. Construction of a learning automaton for cycle detection in noisy data sequences

Ustimov A., Tümer M. B.
International Symposium on Computer and Information Sciences (ISCIS 2005), İstanbul, Türkiye, 26 Ekim 2005, cilt.3733, ss.543-552, (Tam Metin Bildiri) identifier

10. A Genetic Approach to Data Dimensionality Reduction Using a Special Initial Population

TÜMER M. B., Demir M.
International Work-Conference on the Interplay Between Natural and Artificial Computation (IWINAC 2005), Las Palmas, İspanya, 15 Haziran 2005, cilt.3562, ss.310-316, (Tam Metin Bildiri) identifier

11. Signal compression using growing cell structures: A transformational approach

BOZ B., TÜMER M. B.
Computer and Information Sciences - ISCIS 2003, Antalya, Türkiye, 3 - 05 Kasım 2003, cilt.952, (Tam Metin Bildiri)

12. Demand Forecasting via Learning Automata

Demir M., TÜMER M. B.
23. Conference on Operational Reearch and Industrial Engineering, İstanbul, Türkiye, 15 Ocak 2002, (Tam Metin Bildiri)

13. A diagnosis methodology for continuous time measurements using hierarchical signal representations

TÜMER M. B., Belfore L. A., Ropella K.
1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5), San Diego, Amerika Birleşik Devletleri, 11 Ekim 1998, ss.3038-3043, (Tam Metin Bildiri) identifier

14. Applying hierarchical fuzzy automatons to automatic diagnosis

Tumer M., Belfore L., Ropella K.
1998 Conference of the North American-Fuzzy-Information-Processing-Society, Florida, Amerika Birleşik Devletleri, 20 - 21 Ağustos 1998, ss.315-319, (Tam Metin Bildiri) identifier identifier
Kitaplar 1

1. Signal Compression Using Growing Cell Structures: A Transformational Approach

Tümer M. B.
Lecture Notes in Computer Science - vol. LNCS2869, Adnan Yazıcı,Cevat Şener, Editör, Springer-Verlag , Heidelberg, ss.952-959, 2003
Metrikler

Yayın

24

Yayın (WoS)

14

Yayın (Scopus)

15

Atıf (WoS)

24

H-İndeks (WoS)

3

Atıf (Scopus)

16

H-İndeks (Scopus)

2

Atıf (Scholar)

3

H-İndeks (Scholar)

1

Proje

4

Tez Danışmanlığı

14

Açık Erişim

11
BM Sürdürülebilir Kalkınma Amaçları