Assoc. Prof. AHMET ARİF AYDIN

Articles 17

1. Machine Learning Based Hybrid DDoS Attack Prediction

European Journal of Technique , vol.15, no.2, pp.231-241, 2025 (TRDizin)

2. Effect of outside temperature on energy consumption of electric vehicles: Real-time big data and artificial intelligence-aided seahorse optimization approach Dış ortam sıcaklığın elektrikli araçların enerji tüketimine etkisi: Gerçek zamanlı büyük veri ve yapay zekâ destekli seahorse optimizasyon yaklaşımı

EKİCİ Y. E., KARADAĞ T., Akdag O., AYDIN A. A.

Journal of the Faculty of Engineering and Architecture of Gazi University , vol.40, no.4, pp.2263-2279, 2025 (SCI-Expanded, Scopus, TRDizin)

3. Evaluating AI-powered predictive solutions for MRI in lumbar spinal stenosis: a systematic review

Al-antari M. A., Salem S., Raza M., Elbadawy A. S., Bütün E., AYDIN A. A., et al.

Artificial Intelligence Review , vol.58, no.8, 2025 (SCI-Expanded, Scopus)

4. Enhancing electric vehicle range through real-time failure prediction and optimization: Introduction to DHBA-FPM model with an artificial intelligence approach

EKİCİ Y. E., KARADAĞ T., Akdağ O., AYDIN A. A., Tekin H. O.

ICT Express , vol.11, no.3, pp.547-558, 2025 (SCI-Expanded, Scopus)

5. An in-depth Examination of Logical Data Models Utilized in Data Storage Systems to Facilitate Data Modeling

AYDIN A. A.

GAZI UNIVERSITY JOURNAL OF SCIENCE , vol.38, no.2, pp.706-729, 2025 (ESCI, Scopus, TRDizin)

6. Energy Consumption Model with Real-Time Data for Driving Range Extension of Electric Buses

EKİCİ Y. E., AYDIN A. A., KARADAĞ T., AKDAĞ O., ATEŞ A.

SUSTAINABLE FUTURES , vol.9, no.100603, pp.1-13, 2025 (ESCI, Scopus)

7. Optimization of Proportional-Integral-Derivative Parameters for Speed Control of Squirrel-Cage Motors with Seahorse Optimization

Ekici Y. E., Karadağ T., Aydın A. A., Akdağ O.

Electrica , vol.24, no.2, pp.318-326, 2024 (ESCI, Scopus, TRDizin)

8. A novel energy consumption prediction model of electric buses using real-time big data from route, environment, and vehicle parameters

Ekici Y. E., Akdağ O., Aydin A. A., Karadağ T.

IEEE ACCESS , vol.1, no.11, pp.105305-105322, 2023 (SCI-Expanded, Scopus)

9. Revisiting Probabilistic Relation Analysis: Using Probabilistic Relation Graphs for Relational Similarity Analysis of Words in Short Texts

Alnahas D., ATEŞ A., AYDIN A. A., ALAGÖZ B. B.

Turkish Journal of Mathematics and Computer Science , vol.15, no.2, pp.334-354, 2023 (Scopus, TRDizin)

10. Designing a platform for Tweet Collection, Analytics and Storage (TweetCASP)

Doğuç T. B., AYDIN A. A.

Anatolian Science - Bilgisayar Bilimleri Dergisi , pp.165-171, 2023 (Peer-Reviewed Journal)

11. A comparison of Apache Solr and Elasticsearch technologies in support of large-scale data analysis

Deniz A., ELÖMER M. M., AYDIN A. A.

Gümüşhane Üniversitesi Fen Bilimleri Dergisi , vol.13, no.2, pp.386-404, 2023 (Scopus, TRDizin)

12. A Comparative Perspective on Technologies of Big Data Value Chain

Aydin A. A.

IEEE ACCESS , vol.11, pp.112133-112146, 2023 (SCI-Expanded, Scopus)

13. Real-Time Big Data Processing and Analytics: Concepts, Technologies, and Domains

KEKEVİ U., AYDIN A. A.

Anatolian Science - Bilgisayar Bilimleri Dergisi , vol.7, no.2, pp.111-123, 2022 (Peer-Reviewed Journal)

14. Alternative CPU and GPU Parallel Computing Approaches for Improving Sequential Analysis of Probability Associations in Short Texts

Alnahas D., AYDIN A. A.

Balkan Journal of Electrical and Computer Engineering , vol.10, no.4, pp.419-428, 2022 (TRDizin)

15. Data modelling for large-scale social media analytics: design challenges and lessons learned

AYDIN A. A., Anderson K. M.

International Journal of Data Mining, Modelling and Management , vol.12, no.4, pp.386-414, 2020 (ESCI, Scopus)

16. Prominent quality attributes of crisis software systems: a literature review

AYDIN A. A.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.28, no.5, pp.2507-2522, 2020 (SCI-Expanded, Scopus, TRDizin)

17. GETTING THE QUERY RIGHT FOR CRISIS INFORMATICS DESIGN ISSUES FOR WEB-BASED ANALYSIS ENVIRONMENTS

BARRENECHEA M., JAMBI S., Aydin A. A., HAKEEM M., ANDERSON K. M.

JOURNAL OF WEB ENGINEERING , vol.16, pp.399-432, 2017 (SCI-Expanded, Scopus) Sustainable Development

Papers Presented at Peer-Reviewed Scientific Conferences 14

1. SpineAutoCAD: Multimodal CAD System for Lumbar Spine MRI Analysis and Structured Report Generation

Salem S., Habib A., Raza M., AYDIN A. A., Gu Y. H., Al-Antari M. A.

9th International Artificial Intelligence and Data Processing Symposium, IDAP 2025, Malatya, Turkey, 6 - 07 September 2025, (Full Text)

2. Impact of Outside Temperature on Driving Range and Energy Consumption Using Real-Time Big Data for Electric Buses

Ekici Y. E., Karadağ T., Aydın A. A., Akdağ O.

8th International Artificial Intelligence and Data Processing Symposium (IDAP'24), Sep, 21-22, 2024, Malatya, Türkiye, Malatya, Turkey, 21 - 22 September 2024, pp.1-8, (Full Text)

3. A Novel CAD Framework with Visual and Textual Interpretability: Multimodal Insights for Predicting Respiratory Diseases

Mukhlis R., Saleem S., Kwon H., Hussain J., AYDIN A. A., Al-Antari M. A.

2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 21 September 2024, pp.1-5, (Full Text)

4. A Novel Attention-based Explainable Deep Learning Framework Towards Medical Image Classification

Muoka G. W., Yi D., Ukwuoma C. C., Martin M. D., AYDIN A. A., Al-Antari M. A.

2023 7th International Symposium on Innovative Approaches in Smart Technologies (ISAS), İstanbul, Turkey, 23 November 2023, (Full Text)

5. REVIEW AND ANALYSIS OF REAL TIME BIG DATA OF ELECTRIC BUS CONSUMPTION DATA AND OPTIMUM INTEGRATION INTO THE URBAN TRANSPORTATION ROUTES

EKİCİ Y. E., AKDAĞ O., AYDIN A. A., KARADAĞ T.

ANKARA INTERNATIONAL CONGRESS ON SCIENTIFIC RESEARCH-VII, Ankara, Turkey, 02 December 2022, pp.1405-1418, (Full Text) Sustainable Development

6. IoT Based Mobile Smart Home Surveillance Application

Erzi H. M., AYDIN A. A.

2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Istanbul, Turkey, Turkey, 22 - 24 October 2020, pp.1-5, (Full Text) Sustainable Development

7. CAP-based Examination of Popular NoSQL Database Technologies in Streaming Data Processing Akan Veri Islemede Populer NoSQL Veritabani Teknolojilerinin CAP Tabanli Incelenmesi

Doguc T. B., Aydin A. A.

2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019, Malatya, Turkey, 21 - 22 September 2019, (Full Text)

8. Batch to real-time: Incremental data collection & analytics platform

AYDIN A. A., ANDERSON K. M.

50th Hawaii International Conference on System Sciences (HICCS), Hawai, United States Of America, 4 - 07 January 2017, pp.5911-5920, (Full Text)

9. An Overview of Quality Attributes for Data Intensive Systems in Crisis Informatics

AYDIN A. A.

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017, (Full Text)

10. Design Challenges/Solutions for Environments Supporting the Analysis of Social Media Data in Crisis Informatics Research

ANDERSON K. M., Aydin A. A., BARRENECHEA M., CARDENAS A., HAKEEM M., JAMBI S.

48th Annual Hawaii International Conference on System Sciences (HICSS), Hawaii, United States Of America, 5 - 08 January 2015, pp.163-172, (Full Text)