Aytaç Altan

4.6k total citations · 8 hit papers
48 papers, 3.8k citations indexed

About

Aytaç Altan is a scholar working on Electrical and Electronic Engineering, Control and Systems Engineering and Aerospace Engineering. According to data from OpenAlex, Aytaç Altan has authored 48 papers receiving a total of 3.8k indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Electrical and Electronic Engineering, 14 papers in Control and Systems Engineering and 14 papers in Aerospace Engineering. Recurrent topics in Aytaç Altan's work include Energy Load and Power Forecasting (8 papers), Stock Market Forecasting Methods (7 papers) and Robotic Path Planning Algorithms (6 papers). Aytaç Altan is often cited by papers focused on Energy Load and Power Forecasting (8 papers), Stock Market Forecasting Methods (7 papers) and Robotic Path Planning Algorithms (6 papers). Aytaç Altan collaborates with scholars based in Türkiye, Italy and Germany. Aytaç Altan's co-authors include Seçkin Karasu, Rıfat Hacıoğlu, Stelios Bekiros, Enrico Zio, Wasim Ahmad, Zehra Saraç, Mehmet Pekkaya and Zhongfu Zhou and has published in prestigious journals such as IEEE Access, Energy and Mechanical Systems and Signal Processing.

In The Last Decade

Aytaç Altan

44 papers receiving 3.7k citations

Hit Papers

A new hybrid model for wind speed forecasting combining l... 2019 2026 2021 2023 2020 2020 2020 2019 2020 100 200 300 400 500
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer
    2020 505 citations Aytaç Altan, Seçkin Karasu et al. profile →
  2. Model predictive control of three-axis gimbal system mounted on UAV for real-time target tracking under external disturbances
    2020 433 citations Aytaç Altan, Rıfat Hacıoğlu profile →
  3. A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series
    2020 425 citations Seçkin Karasu, Aytaç Altan et al. Energy profile →
  4. Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques
    2019 323 citations Aytaç Altan, Seçkin Karasu et al. Chaos Solitons & Fractals profile →
  5. Recognition of COVID-19 disease from X-ray images by hybrid model consisting of 2D curvelet transform, chaotic salp swarm algorithm and deep learning technique
    2020 296 citations Aytaç Altan, Seçkin Karasu Chaos Solitons & Fractals profile →
  6. Artificial Intelligence-Based Robust Hybrid Algorithm Design and Implementation for Real-Time Detection of Plant Diseases in Agricultural Environments
    2022 206 citations Aytaç Altan et al. Biology profile →
  7. Crude oil time series prediction model based on LSTM network with chaotic Henry gas solubility optimization
    2021 182 citations Seçkin Karasu, Aytaç Altan Energy profile →
  8. Overcoming Nonlinear Dynamics in Diabetic Retinopathy Classification: A Robust AI-Based Model with Chaotic Swarm Intelligence Optimization and Recurrent Long Short-Term Memory
    2023 166 citations Aytaç Altan et al. Fractal and Fractional profile →

Peers

Aytaç Altan
Klaus Greff United States
Bas R. Steunebrink Netherlands
Wing W. Y. Ng China
Jan Koutník Switzerland
Shanghang Zhang China
Ganapati Panda India
Changhua Hu China
H. S. Behera India
Jianxun Zhang China
Danil Prokhorov United States
Klaus Greff United States
Aytaç Altan
Citations per year, relative to Aytaç Altan Aytaç Altan (= 1×) peers Klaus Greff

Countries citing papers authored by Aytaç Altan

Since Specialization
Citations

This map shows the geographic impact of Aytaç Altan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aytaç Altan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aytaç Altan more than expected).

Fields of papers citing papers by Aytaç Altan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aytaç Altan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aytaç Altan. The network helps show where Aytaç Altan may publish in the future.

Co-authorship network of co-authors of Aytaç Altan

This figure shows the co-authorship network connecting the top 25 collaborators of Aytaç Altan. A scholar is included among the top collaborators of Aytaç Altan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Aytaç Altan. Aytaç Altan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
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Altan, Aytaç, et al.. (2024). DC Regulation and Loop Gain Analysis of a DC-DC Switch Mode Power Supply: A Case Study on a Synchronous PWM Controlled Buck Converter. Black Sea Journal of Engineering and Science. 7(5). 1014–1021. 1 indexed citations
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Pekkaya, Mehmet, et al.. (2024). Artificial intelligence-based evaluation of the factors affecting the sales of an iron and steel company. TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES. 32(1). 51–67. 28 indexed citations
6.
Altan, Aytaç, et al.. (2024). Machine Learning Approach for Early Diagnosis of Alzheimer's Disease Using rs-fMRI and Metaheuristic Optimization with Functional Connectivity Matrices. Zonguldak Bülent Ecevit University Institutional Repository. 248–253. 7 indexed citations
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Altan, Aytaç, et al.. (2023). Overcoming Nonlinear Dynamics in Diabetic Retinopathy Classification: A Robust AI-Based Model with Chaotic Swarm Intelligence Optimization and Recurrent Long Short-Term Memory. Fractal and Fractional. 7(8). 598–598. 166 indexed citations breakdown →
9.
Altan, Aytaç, et al.. (2023). Estimation of Extrusion Process Parameters in Tire Manufacturing Industry using Random Forest Classifier. Balkan Journal of Electrical and Computer Engineering. 11(2). 138–143. 7 indexed citations
10.
Altan, Aytaç, et al.. (2023). Performance analysis of digitally controlled nonlinear systems considering time delay issues. Heliyon. 9(10). e20994–e20994. 38 indexed citations
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Altan, Aytaç, et al.. (2022). Artificial Intelligence-Based Robust Hybrid Algorithm Design and Implementation for Real-Time Detection of Plant Diseases in Agricultural Environments. Biology. 11(12). 1732–1732. 206 indexed citations breakdown →
12.
Karasu, Seçkin, Aytaç Altan, Stelios Bekiros, & Wasim Ahmad. (2020). A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series. Energy. 212. 118750–118750. 425 indexed citations breakdown →
13.
Altan, Aytaç & Seçkin Karasu. (2020). Recognition of COVID-19 disease from X-ray images by hybrid model consisting of 2D curvelet transform, chaotic salp swarm algorithm and deep learning technique. Chaos Solitons & Fractals. 140. 110071–110071. 296 indexed citations breakdown →
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Altan, Aytaç, et al.. (2020). Adaptive Control of a 3D Printer using Whale Optimization Algorithm for Bio-Printing of Artificial Tissues and Organs. Zonguldak Bülent Ecevit University Institutional Repository. 1–5. 26 indexed citations
15.
Altan, Aytaç & Seçkin Karasu. (2019). THE EFFECT OF KERNEL VALUES IN SUPPORT VECTOR MACHINE TO FORECASTING PERFORMANCE OF FINANCIAL TIME SERIES. DergiPark (Istanbul University). 4(1). 17–21. 77 indexed citations
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Karasu, Seçkin & Aytaç Altan. (2019). Recognition Model for Solar Radiation Time Series based on Random Forest with Feature Selection Approach. Zonguldak Bülent Ecevit University Institutional Repository. 8–11. 110 indexed citations
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Karasu, Seçkin, Aytaç Altan, Zehra Saraç, & Rıfat Hacıoğlu. (2017). ESTIMATION OF FAST VARIED WIND SPEED BASED ON NARX NEURAL NETWORK BY USING CURVE FITTING. DergiPark (Istanbul University). 4(3). 137–146. 54 indexed citations
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Karasu, Seçkin, Aytaç Altan, Zehra Saraç, & Rıfat Hacıoğlu. (2017). Prediction of wind speed with non-linear autoregressive (NAR) neural networks. Zonguldak Bülent Ecevit University Institutional Repository. 1–4. 58 indexed citations
20.
Altan, Aytaç & Rıfat Hacıoğlu. (2017). Modeling of three-axis gimbal system on unmanned air vehicle (UAV) under external disturbances. 23 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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