Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI

Classification of Mycena and <i>Marasmius</i> Species Using Deep Learning Models: An Ecological and Taxonomic Approach

EKİNCİ F., Ugurlu G., Ozcan G. S., AÇICI K., Asuroglu T., Kumru E., et al.
SENSORS , vol.25, no.6, 2025 (SCI-Expanded) Creative Commons License identifier identifier

Deep Learning-Based Classification of Macrofungi: Comparative Analysis of Advanced Models for Accurate Fungi Identification

Ozsari Ş., Kumru E., Ekinci F., Akata I., Guzel M. S., Acici K., et al.
SENSORS , vol.24, no.22, 2024 (SCI-Expanded) Sustainable Development identifier identifier identifier

Development of a New Non-Destructive Analysis Method in Cultural Heritage with Artificial Intelligence

Bilici Genc B., BOSTANCI G. E., Eskici B., Erten H., Caglar Eryurt B., AÇICI K., et al.
Electronics (Switzerland) , vol.13, no.20, 2024 (SCI-Expanded) Creative Commons License identifier

Artificial Intelligence in Biomaterials: A Comprehensive Review

Gokcekuyu Y., Ekinci F., GÜZEL M. S., Acici K., Aydin S., Asuroglu T.
APPLIED SCIENCES-BASEL , vol.14, no.15, 2024 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

The Future of Microreactors: Technological Advantages, Economic Challenges, and Innovative Licensing Solutions with Blockchain

Ekinci F., GÜZEL M. S., Acici K., Asuroglu T.
APPLIED SCIENCES-BASEL , vol.14, no.15, 2024 (SCI-Expanded) Sustainable Development identifier identifier

Advancing Crayfish Disease Detection: A Comparative Study of Deep Learning and Canonical Machine Learning Techniques

ATILKAN Y., Kirik B., AÇICI K., Benzer R., Ekinci F., GÜZEL M. S., et al.
APPLIED SCIENCES-BASEL , vol.14, no.14, 2024 (SCI-Expanded) Sustainable Development identifier identifier

Exploring Blockchain for Nuclear Material Tracking: A Scoping Review and Innovative Model Proposal

Ecemis I. N., Ekinci F., AÇICI K., GÜZEL M. S., MEDENİ İ. T., Asuroglu T.
ENERGIES , vol.17, no.12, 2024 (SCI-Expanded) Creative Commons License identifier identifier

Categorization of Alzheimer’s disease stages using deep learning approaches with McNemar’s test

Şener B., Açıcı K., Sümer E.
PEERJ COMPUTER SCIENCE , vol.10, pp.1-30, 2024 (SCI-Expanded)

Cloud type classification using deep learning with cloud images

Güzel M. S., Kalkan M., Bostancı G. E., Açıcı K., Aşuroğlu T.
PEERJ COMPUTER SCIENCE , vol.10, pp.1-28, 2024 (SCI-Expanded) Creative Commons License

Enhancing Tissue Equivalence in <SUP>7</SUP>Li Heavy Ion Therapy with MC Algorithm Optimized Polymer-Based Bioinks

Ekinci F., Açıcı K., Asuroglu T.
JOURNAL OF FUNCTIONAL BIOMATERIALS , vol.14, no.12, 2023 (SCI-Expanded) Sustainable Development identifier identifier identifier

MC TRIM Algorithm in Mandibula Phantom in Helium Therapy

Ekinci F., AÇICI K., Asuroglu T., EMEK SOYLU B.
HEALTHCARE , vol.11, no.18, 2023 (SCI-Expanded) Sustainable Development identifier identifier identifier

Crohn's Disease Prediction Using Sequence Based Machine Learning Analysis of Human Microbiome

Unal M., Bostanci E., Ozkul C., Acici K., Asuroglu T., Guzel M. S.
DIAGNOSTICS , vol.13, no.17, 2023 (SCI-Expanded) identifier identifier identifier

Deep Learning in Diagnosis of Dental Anomalies and Diseases: A Systematic Review

Sivari E., Senirkentli G. B., BOSTANCI G. E., GÜZEL M. S., AÇICI K., Asuroglu T.
Diagnostics , vol.13, no.15, 2023 (SCI-Expanded) Creative Commons License identifier identifier identifier

Multilabel Genre Prediction Using Deep-Learning Frameworks

Ünal F. Z., Güzel M. S., Bostancı G. E., Açıcı K., Aşuroğlu T.
APPLIED SCIENCES , vol.13, no.15, pp.1-21, 2023 (SCI-Expanded)

Monte Carlo Simulation of TRIM Algorithm in Ceramic Biomaterial in Proton Therapy

Ekinci F., Asuroglu T., Acici K.
MATERIALS , vol.16, no.13, 2023 (SCI-Expanded) Sustainable Development identifier identifier identifier

Deep-Learning-Based Approaches for Semantic Segmentation of Natural Scene Images: A Review

EMEK SOYLU B., GÜZEL M. S., BOSTANCI G. E., EKİNCİ F., Asuroglu T., AÇICI K.
ELECTRONICS , vol.12, no.12, 2023 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Semantic Segmentation with High-Resolution Sentinel-1 SAR Data

Erten H., Bostanci E., Acici K., Guzel M. S., Asuroglu T., Aydin A.
APPLIED SCIENCES-BASEL , vol.13, no.10, 2023 (SCI-Expanded) identifier identifier

Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer

Bostanci E., Kocak E., Unal M., Guzel M. S., Açıcı K., Asuroglu T.
SENSORS , vol.23, no.6, 2023 (SCI-Expanded) Creative Commons License identifier identifier identifier

A New Approach for Gastrointestinal Tract Findings Detection and Classification: Deep Learning-Based Hybrid Stacking Ensemble Models

Sivari E., BOSTANCI G. E., GÜZEL M. S., AÇICI K., Asuroglu T., Ercelebi Ayyildiz T.
DIAGNOSTICS , vol.13, no.4, 2023 (SCI-Expanded) identifier identifier identifier

Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning

Özsarı Ş., Yapicioglu F. R., Yilmaz D., Kamburoglu K., Guzel M. S., Bostanci G. E., et al.
IEEE ACCESS , vol.11, pp.49102-49113, 2023 (SCI-Expanded) identifier identifier

Femoral neck fracture detection in X-ray images using deep learning and genetic algorithm approaches

Beyaz S., Acici K., Sumer E.
JOINT DISEASES AND RELATED SURGERY , vol.31, no.2, pp.175-183, 2020 (SCI-Expanded) identifier identifier identifier

Parkinson's disease monitoring from gait analysis via foot-worn sensors

Asuroglu T., Acici K., Erdas C. B., Toprak M. K., Erdem H., Ogul H.
BIOCYBERNETICS AND BIOMEDICAL ENGINEERING , vol.38, no.3, pp.760-772, 2018 (SCI-Expanded) identifier identifier

Retrieving relevant experiments: The case of microRNA microarrays

Acici K., Terzi Y. K., Ogul H.
BIOSYSTEMS , vol.134, pp.71-78, 2015 (SCI-Expanded) identifier identifier identifier
Articles Published in Other Journals

Airborne imagery and lidar based 3D reconstruction using commercial drones

Açıcı K., Erdal Ö. M., Yılmaz A., Ünal M., Bostancı G. E., Güzel M. S.
Communications Faculty of Sciences University of Ankara Series A2-A3: Physical Sciences and Engineering , vol.65, no.1, pp.16-29, 2023 (Peer-Reviewed Journal)

Comparison of different machine learning approaches to detect femoral neck fractures in x-ray images

Acici K., Sumer E., Beyaz S.
HEALTH AND TECHNOLOGY , vol.11, no.3, pp.643-653, 2021 (ESCI) identifier identifier

T4SS Effector Protein Prediction with Deep Learning

Acici K., Asuroglu T., Erdas C. B., Ogul H.
DATA , vol.4, no.1, 2019 (ESCI) Creative Commons License identifier

HANDY: A Benchmark Dataset for Context-Awareness via Wrist-Worn Motion Sensors

Acici K., Erdas C. B., Asuroglu T., Ogul H.
DATA , vol.3, no.3, 2018 (ESCI) identifier identifier

Comparison of Artificial Neural Networks and Genetic Programming Methods For Activity Recognition

Erdaş Ç. B., Aşuroğlu T., Açıcı K., Oğul H.
Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu BİLDİRİLER KİTABI , vol.1, no.1, pp.62-66, 2018 (Conference Book)

A random forest method to detect parkinson’s disease via gait analysis

Açıcı K., Erdaş Ç. B., Aşuroğlu T., Kılınç Toprak M., Erdem H., Oğul H.
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE , vol.744, pp.609-619, 2017 (Scopus)

Integrating Features for Accelerometer-based Activity Recognition

Erdaş Ç. B., Atasoy I., Açıcı K., Oğul H.
PROCEDIA COMPUTER SCIENCE , vol.98, pp.522-527, 2016 (Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences

Assessment of Parkinson’s Disease Severity Using Gait Data: A Deep Learning-Based Multimodal Approach

Faiem N., Aşuroğlu T., Açıcı K., Kallonen A., Van Gils M.
First Nordic Conference, NCDHWS 2024, Oulu, Finland, 7 - 08 May 2024, pp.29-48, (Full Text) Creative Commons License

Unsupervised Learning for Characterizing Type IV Secreted Effectors

AÇICI K., Asuroglu T.
4th International Conference on Applied Artificial Intelligence, ICAPAI 2024, Halden, Norway, 16 April 2024, (Full Text) identifier

Development of a Simulator for UAV Swarm Operation Planning using Evolutionary Algorithms

Aydın M., Bostancı G. E., Güzel M. S., Açıcı K.
Cognitive Models and Artificial Intelligence Conference, Ankara, Turkey, 26 - 28 October 2023, vol.6, pp.13-17, (Full Text) Creative Commons License

A Reverse Engineering Tool that Directly Injects Shellcodes to the Code Caves in Portable Executable Files.

Açıcı K., Uğurlu G.
5. International Conference on Theoretical and Applied Computer Science and Engineering 2022, İstanbul, Turkey, 30 September - 01 October 2022, (Unpublished)

An Analysis Tool that Detects The Code Caves in Specified Sizes for Portable Executable Files

Uğurlu G., Açıcı K.
5. International Conference on Theoretical and Applied Computer Science and Engineering, İstanbul, Turkey, 30 September - 01 October 2022, (Unpublished)

Defeating Anti-Debugging Techniques Using A Debugger

Uğurlu G., Açıcı K.
INTERNATIONAL SCIENTIFIC RESEARCH CONGRESS DEDICATED TO THE 30TH ANNIVERSARY OF BAKU EURASIA UNIVERSITY, Baku, Azerbaijan, 27 - 28 April 2022, pp.391-397, (Full Text)

Derin Öğrenme ve Genetik Algoritma Yaklaşımları Kullanılarak X-Ray Görüntülerinde Femur Boyun Kırığı Tespiti

Beyaz S., Açıcı K., Sümer E.
Uluslararası Sağlıkta Yapay Zeka Kongresi 2020, İzmir, Turkey, 16 - 18 January 2020, vol.30, pp.69, (Summary Text) Creative Commons License

Comparison of Artificial Neural Networks and Genetic Programming Methods For Activity Recognition

Erdaş Ç. B., Aşuroğlu T., Açıcı K., Oğul H.
Akıllı Sistemler ve Uygulamaları , Antalya, Turkey, 5 - 07 October 2017, vol.1, pp.62-66, (Summary Text)

Integrating features of accelorometer based for tremor recognition

Toprak M. K., Avci A. Y., Acici K., Erdas B., Ogul H.
23rd World Congress of Neurology (WCN), Kyoto, Japan, 16 - 21 September 2017, vol.381, pp.362, (Summary Text) identifier

Information retrieval in metal music sub-genres Metal Müzik Alt Türlerinde Bilgi Geri-Getirimi

Acici K., Asuroglu T., Ogul H.
25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017, (Full Text) identifier

A Random Forest Method to Detect Parkinson's Disease via Gait Analysis

Acici K., Erdas C. B., Asuroglu T., Toprak M. K., Erdem H., Ogul H.
18th International Conference on Engineering Applications of Neural Networks (EANN), Athens, Greece, 25 - 27 August 2017, vol.744, pp.609-619, (Full Text) identifier identifier

Texture of Activities: Exploiting Local Binary Patterns for Accelerometer Data Analysis

Asuroglu T., Acici K., Erdas C. B., Ogul H.
12th International Conference on Signal-Image Technology and Internet-Based Systems (SITIS), Naples, Italy, 28 November - 01 December 2016, pp.135-138, (Full Text) identifier identifier

Integrating features for accelerometer-based activity recognition

Erdas C. B., Atasoy I., Acici K., Ogul H.
7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN) / 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH), London, Canada, 19 - 22 September 2016, vol.98, pp.522-527, (Full Text) identifier identifier

Comparison of Similarity Metrics in Microarray Experiment Retrieval

Acici K., Ogul H.
23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.927-930, (Full Text) identifier

Inferring Microarray Relevance By Enrichment Of Chemotherapy Resistance-Based MicroRNA Sets

Acici K., Ogul H.
19th IEEE International Conference on Intelligent Engineering Systems (INES), Bratislava, Slovakia, 3 - 05 September 2015, pp.389-393, (Full Text) identifier identifier

Sensitive prediction of bacterial type IV effectors Bakteriyel tip IV efektörlerinin duyarli{dotless} tahmini

Açıcı K., Şener D. D., Oğul H.
2014 18th National Biomedical Engineering Meeting, BIYOMUT 2014, İstanbul, Turkey, 16 - 17 October 2014, (Full Text) identifier
Books

İşletme Yönetiminde Makine Öğrenmesi Uygulamaları

Açıcı K.
in: Dijital Çağda İşletme Yönetimi , Selay Ilgaz Sümer,Emre Sümer, Editor, Gazi Yayın Dağıtım, Ankara, pp.49-71, 2022