M. Borahan Tümer

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 5

Top Topics

Multivariate Time Series

Reinforcement Learning

Temporal Patterns

Top Venues

Pattern Recognit.

Expert Syst. Appl.

Publications

Engin Durmaz, M. Borahan Tümer
Intelligent software debugging: A reinforcement learning approach for detecting the shortest crashing scenarios. Expert Syst. Appl. 198 (2022)
Kutalmis Coskun, M. Borahan Tümer
An adaptive estimation method with exploration and exploitation modes for non-stationary environments. Pattern Recognit. 129 (2022)
Baris Gün Sürmeli, M. Borahan Tümer
Multivariate Time Series Clustering and its Application in Industrial Systems. Cybern. Syst. 51 (3) (2020)
Ezdin Aslanci, Kutalmis Coskun, Peter Schüller, M. Borahan Tümer
Detection of regime switching points in non-stationary sequences using stochastic learning based weak estimation method. INDIN (2017)
Baris Gün Sürmeli, Feyza Eksen, Bilal Dinc, Peter Schüller, M. Borahan Tümer
Unsupervised mode detection in cyber-physical systems using variable order Markov models. INDIN (2017)
M. Borahan Tümer, Mert C. Demir
An adaptive signal compression system with pre-specified reconstruction quality and compression rate. Comput. Methods Programs Biomed. 81 (2) (2006)
M. Borahan Tümer, Mert C. Demir
A Genetic Approach to Data Dimensionality Reduction Using a Special Initial Population. IWINAC (2) (2005)
Aleksei Ustimov, M. Borahan Tümer
Construction of a Learning Automaton for Cycle Detection in Noisy Data Sequences. ISCIS (2005)
M. Borahan Tümer, Betül Demiröz
Signal Compression Using Growing Cell Structures: A Transformational Approach. ISCIS (2003)
M. Borahan Tümer, Lee A. Belfore II, Kristina M. Ropella
A syntactic methodology for automatic diagnosis by analysis of continuous time measurements using hierarchical signal representations. IEEE Trans. Syst. Man Cybern. Part B 33 (6) (2003)
M. Borahan Tümer, Lee A. Belfore II, Kristina M. Ropella
A diagnosis methodology for continuous time measurements using hierarchical signal representations. SMC (1998)