Asst. Prof. MURAT EMRE ERKOÇ

Publication Network

Articles 7

1. A Deep Learning-Based Compressed Sensing Method for Electrocardiogram Signals

ERKOÇ M. E.

Circuits, Systems, and Signal Processing , 2026 (SCI-Expanded, Scopus)

2. A comparative study of multi-objective optimization algorithms for sparse signal reconstruction

Erkoç M. E., Karaboğa N.

ARTIFICIAL INTELLIGENCE REVIEW , vol.55, no.4, pp.3153-3181, 2022 (SCI-Expanded, Scopus)

3. A novel sparse reconstruction method based on multi-objective Artificial Bee Colony algorithm

Erkoç M. E., Karaboğa N.

SIGNAL PROCESSING , vol.189, 2021 (SCI-Expanded, Scopus)

4. Sparse signal reconstruction by swarm intelligence algorithms

ERKOÇ M. E., KARABOĞA N.

ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH , vol.24, no.2, pp.319-330, 2021 (SCI-Expanded, Scopus)

5. Evolutionary algorithms for sparse signal reconstruction

ERKOÇ M. E., KARABOĞA N.

Signal, Image and Video Processing , vol.13, no.7, pp.1293-1301, 2019 (SCI-Expanded, Scopus)

6. Analysis of the Effects of the Frequency Band Values on the Performance of the Cosine Modulated Filter Bank Design

Özdemir G., Erkoç M. E., Karaboğa N.

Majlesi Journal of Telecommunication Devices , vol.7, no.7, pp.11-15, 2018 (Peer-Reviewed Journal)

7. Comparison of Reconstruction Algorithms for Sparse Signal Recovery from Noisy Measurement

Erkoç M. E., Özdemir G., Karaboğa N.

Majlesi Journal of Telecommunication Devices , vol.7, no.1, pp.17-21, 2018 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 9

1. Application of Classical Algorithm-Based Deep Learning Methods in Signal Processing

Erkoç M. E., Karaboğa N.

2025 33rd Signal Processing and Communications Applications Conference (SIU), İstanbul, Turkey, 25 - 28 June 2025, pp.1-4, (Full Text)

2. Blok Tabanlı Sıkıştırılmış Algılama Metotlarının İncelenmesi ve Karşılaştırılması

ERKOÇ M. E., KARABOĞA N.

EEMKON 2019, 14 - 16 November 2019, (Full Text)

3. USING FPGA’S FOR EDUCATIONAL PURPOSES IN LOGIC LABORATORY

ÖZDEMİR G., ERKOÇ M. E., KARABOĞA N.

ICEMST-2018, International Conference on Education in Mathematics,Science and Technology, Muğla, Turkey, 28 April - 01 May 2018, (Summary Text)

4. INTEGRATION OF PROGRAMMABLE HARDWARES TO ENGINEERING EDUCATION:FPGA’S

ERKOÇ M. E., ÖZDEMİR G., ÖZDEMİR U., KARABOĞA N.

ICEMST-2018, International Conference on Education in Mathematics, Science and Technology, Muğla, Turkey, 28 April - 01 May 2018, (Summary Text)

5. Analysis of the Effect of the Stop Band and Transition Band Frequency Values on the Performance of the Filter Bank Design

ÖZDEMİR G., ERKOÇ M. E., KARABOĞA N.

International Advanced Researches and Engineering Congress, 16 - 18 November 2017, (Full Text)

6. Comparison of Minimization and Greedy Algorithms for Recovering Sparse Frequency Domain Signals

ERKOÇ M. E., KARABOĞA N.

International Workshop, ” Mathematical Methods in Engineering, MME-2017, 27 - 29 April 2017, (Summary Text)

7. Ayrık Dalgacık Analizi Ve Dalgacık Paket Analizi Yöntemlerini Kullanarak EEG Sinyalinde Gürültü Giderimi

ERKOÇ M. E., KARABOĞA N.

Otomatik Kontrol Ulusal Toplantısı (TOK 2016), Turkey, 29 September - 01 October 2016, pp.165-168, (Full Text)

8. EEG Sinyalindeki Gürültünün Giderilmesinde Ayrık Dalgacık Ve Ayrık Durağan Dalgacık Dönüşümlerinin Performanslarının İncelenmesi

ERKOÇ M. E., KARABOĞA N., Küçükgöz N.

Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU2016), Turkey, 29 September - 01 October 2016, (Full Text)

9. Noise cancellation application of ECG signal using artificial bee colony algorithm

KOÇKANAT S., KOZA T., KARABOĞA N., ERKOÇ M. E.

2016 24th Signal Processing and Communication Application Conference, SIU 2016, Turkey, 16 - 19 May 2016, (Full Text)

Books 1

1. Multi-objective Sparse Signal Reconstruction in Compressed Sensing

Erkoç M. E., Karaboğa N.

in: Nature-Inspired Metaheuristic Algorithms for Engineering Optimization Applications , Serdar Carbas,Abdurrahim Toktas,Deniz Ustun, Editor, Springer, London/Berlin , Singapore, pp.373-396, 2021

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Asst. Prof. MURAT EMRE ERKOÇ

Publications & Works

1. A Deep Learning-Based Compressed Sensing Method for Electrocardiogram Signals

2. A comparative study of multi-objective optimization algorithms for sparse signal reconstruction

3. A novel sparse reconstruction method based on multi-objective Artificial Bee Colony algorithm

4. Sparse signal reconstruction by swarm intelligence algorithms

5. Evolutionary algorithms for sparse signal reconstruction

6. Analysis of the Effects of the Frequency Band Values on the Performance of the Cosine Modulated Filter Bank Design

7. Comparison of Reconstruction Algorithms for Sparse Signal Recovery from Noisy Measurement

1. Application of Classical Algorithm-Based Deep Learning Methods in Signal Processing

2. Blok Tabanlı Sıkıştırılmış Algılama Metotlarının İncelenmesi ve Karşılaştırılması

3. USING FPGA’S FOR EDUCATIONAL PURPOSES IN LOGIC LABORATORY

4. INTEGRATION OF PROGRAMMABLE HARDWARES TO ENGINEERING EDUCATION:FPGA’S

5. Analysis of the Effect of the Stop Band and Transition Band Frequency Values on the Performance of the Filter Bank Design

6. Comparison of Minimization and Greedy Algorithms for Recovering Sparse Frequency Domain Signals

7. Ayrık Dalgacık Analizi Ve Dalgacık Paket Analizi Yöntemlerini Kullanarak EEG Sinyalinde Gürültü Giderimi

8. EEG Sinyalindeki Gürültünün Giderilmesinde Ayrık Dalgacık Ve Ayrık Durağan Dalgacık Dönüşümlerinin Performanslarının İncelenmesi

9. Noise cancellation application of ECG signal using artificial bee colony algorithm

1. Multi-objective Sparse Signal Reconstruction in Compressed Sensing

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