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H

Halit Bakır

Sivas University of Science and Technology

11H-index
47Paper Count
358Citation Count
Published Papers 12
Publication Date
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Predicting Lentil Seed Yield from Agronomic Traits Using a Foundation-Augmented Machine Learning Ensemble
errAgriculture-Basel
IF3.6
err2026-10-12
err0
errOAAI
errOmer Sozen; Ilkay Yelmen; Tolga Karakoy; Metin Zontul; Halit Bakir; Hakan Aydin
errShare
errSave
Experimental and machine learning analysis on Mn doped Fe2O3@Bi2S3 heterojunctions for visible light photocatalytic degradation of Rhodamine B
errJournal of Environmental Management
IF8.4
err2026-10-07
err0
PREAI
errKübra Köşe Kaya; Muhammed Furkan Gül; Halit Bakır; Ceren Orak; Sabit Horoz
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errSave
DriftDroid: temporal behavioral drift analysis for android malware detection
errScientific Reports
IF3.9
err2026-10-07
err0
errOAAI
errMuhammet Tan; Halit Bakır; Eid Albalawi; A. H. Abdul Hafez
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errSave
Metaheuristic-Driven Two-Stage Hybrid Feature Selection and Deep Learning Optimization for Security in IoT Systems
errKnowledge-Based Systems
IF7.6
err2026-08-24
err0
PREAI
errMuhammed Furkan GUL; Halit BAKIR
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errSave
TD3-Based Reinforcement Learning for Adaptive PID-like Control of Uncertain Dynamical Systems
errMathematics
IF2.2
err2026-05-19
err0
PREAI
errDemircioglu, Ufuk; Bakir, Halit; Almarri, Badar; Abdul Hafez, A. H.
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errSave
Reinforcement learning–driven proportional–integral–derivative controller tuning for mass–spring systems: Stability, performance, and hyperparameter analysis
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-13
err0
PREAI
errUfuk Demircioğlu; Halit Bakır
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errSave
TL-GWO: Fine-Tuned Transfer Learning with Grey Wolf Optimizer for Accurate Fundus Image-Based Eye Disease Classification
errExperimental Eye Research
IF2.7
err2025-08-27
err0
PREAI
errMuhammed Furkan Gül; Özlem Polat; Halit Bakır
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errSave
ViTGuard: a synergistic approach to malware detection using vision transformers and genetic algorithms optimization
errPattern Analysis and Applications
IF2
err2025-08-20
err0
PREAI
errHalit Bakır; Rezan Bakır; Tareq Alkhaldi; Abdulbasit A. Darem; Asma A. Alhashmi; Abdulmajeed Alqhatani
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errSave
A new method for tuning the CNN pre-trained models as a feature extractor for malware detection
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2025-01-15
err0
PREAI
errBakir, Halit
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errSave
Evaluating the impact of tuned pre-trained architectures' feature maps on deep learning model performance for tomato disease detection
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-11-13
err3
PREAI
errBakir, Halit
errShare
errSave
DroidEncoder: Malware detection using auto-encoder based feature extractor and machine learning algorithms
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2023-09-01
err28
PREAI
errBakir, Halit; Bakir, Rezan
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errSave
A comprehensive experimental study for analyzing the effects of data augmentation techniques on voice classification
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2023-08-01
err10
errOAAI
errBakir, Halit; cayir, Ayse Nur; Navruz, Tugba Selcen
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Sabit Horoz
H-index: 21 · Papers: 115
T
Tolga Karaköy
H-index: 20 · Papers: 86
H
Hakan Aydın
H-index: 18 · Papers: 76
A
Abdulbasit A. Darem
H-index: 15 · Papers: 96
C
Ceren Orak
H-index: 13 · Papers: 45
View more