Research Management System دانشگاه شهید مدنی آذربایجان | Mahdi Hashemzadeh

Name	Mahdi Hashemzadeh
Affliation	Faculty of Information Technology and Computer Engineering, Azarbaijan Shahid Madani University
Degree	Ph.D / Computer-Artificial Intelligence
Academic Rank	Professor
WebSite	[Personal Home Page]
Email	hashemzadeh [at] azaruniv [dot] ac [dot] ir

	Title	Journal
1	A robust possibilistic semi-supervised fuzzy clustering algorithm with neighborhood-aware feature weighting	International Journal of Machine Learning and Cybernetics - (2025) 1-36
2	FW-S3KIFCM: Feature Weighted Safe-Semi-Supervised Kernel-Based Intuitionistic Fuzzy C-Means Clustering Method	Fuzzy Information and Engineering 17 (2025) 227-260
3	ACQC-LJP: Apollonius Circle-based Quantum Clustering using Lennard-Jones Potential	PATTERN RECOGNITION 161 (2025) 1-17
4	DASOD: Detail-aware salient object detection	IMAGE AND VISION COMPUTING 148 (2024) 1-20
5	Using machine learning to predict the risk of miscarriage in infertile couples undergoing assisted reproductive cycles	HUMAN REPRODUCTION 39 (2024) 10
6	CoviX-Net: سامانه مبتنی بر یادگیری عمیق برای تشخیص و تمایز عفونت کوید-19 و ذات الریه در تصاویر رادیوگرافی قفسه سینه	پردازش علائم و داده ها 57 (1402) 27-46
7	تشخیص داده های پَرت در داده های جریانی با استفاده از مدل مبتنی بر QLattice و یادگیری آنلاین	پردازش علائم و داده ها 56 (1402) 81-98
8	Brain tumor segmentation and classification on MRI via deep hybrid representation learning	EXPERT SYSTEMS WITH APPLICATIONS 223 (2023) 119963
9	DiagCovidPNA: Diagnosing and differentiating COVID-19, viral and bacterial pneumonia from chest X-ray images using a hybrid specialized deep learning approach	Soft Computing - (2023) 1-24
10	Addressing the class-imbalance and class-overlap problems by a metaheuristic-based under-sampling approach	PATTERN RECOGNITION 143 (2023) 1-14
11	FoodRecNet: A comprehensively personalized food recommender system using deep neural networks	KNOWLEDGE AND INFORMATION SYSTEMS 65 (2023) 3753–3775
12	IJES-OA Net: A residual neural network to classify knee osteoarthritis from radiographic images based on the edges of the intra-joint spaces	Medical Engineering and Physics 113 (2023) 103957
13	ACQC: Apollonius Circle-based Quantum Clustering	Journal of Computational Science 1 (2022) 1-17
14	یک الگوریتم خوشه بندی خودکار مبتنی بر فرایند جستجوی محلی و الگوریتم فرااِکتشافی تبادل حرارتی	علوم رایانش و فناوری اطلاعات 20 (1401) 1-12
15	یک الگوریتم خوشه بندی خودکارِ مبتنی بر ساختار هندسی دایره آپولونیوس و رابطه همسایگی متقابل داده ها	علوم رایانش و فناوری اطلاعات 20 (1401) 1-11
16	Water-HybNet: یک شبکه عصبی عمیق ترکیبی برای بهبود کیفیت تصاویر زیر آب	علوم رایانشی 25 (1401) 1-16
17	QDL-CMFD: a Quality-independent and Deep Learning-based Copy-Move image Forgery Detection method	NEUROCOMPUTING 510 (2022) 1-25
18	Smoke Detection in Video Using Convolutional Neural Networks and Efficient Spatio-Temporal Features	APPLIED SOFT COMPUTING 128 (2022) 1-20
19	A geometric-based clustering method using natural neighbors	INFORMATION SCIENCES 610 (2022) 694-706
20	PMG-Net: Persian music genre classification using deep neural networks	Entertainment Computing 44 (2022) 100518
21	A fully-convolutional residual encoder-decoder neural network to localize breast cancer on histopathology images	COMPUTERS IN BIOLOGY AND MEDICINE 147 (2022) 105698
22	A Comprehensive Review on Content-Aware Image Retargeting: From Classical to State-of-the-art Methods	SIGNAL PROCESSING 195 (2022) 1-19
23	UFS-Net: a Unified Flame and Smoke detection method for early detection of fire in video surveillance applications using CNNs	Journal of Computational Science 1 (2022) 1-25
24	CGFFCM: A color image segmentation method based on cluster-weight and feature-weight learning	Software Impacts 11 (2022) 10
25	CGFFCM: Cluster-weight and Group-local Feature-weight learning in Fuzzy C-Means clustering algorithm for color image segmentation	APPLIED SOFT COMPUTING 113 (2021) 1-24
26	A deep neural network based framework for restoring the damaged persian pottery via digital inpainting	Journal of Computational Science 56 (2021) 1-12
27	RCSMOTE: Range-Controlled Synthetic Minority Over-sampling Technique for handling the class imbalance problem	INFORMATION SCIENCES 1 (2021) 92-111
28	تشخیص سازه های ساخت بشر در تصاویر هوایی با استفاده از ویژگی های آماری مبتنی بر رنگ و یادگیری ماشین	سنجش از دور و Gis ایران 11 (1398) 21-42
29	New Fuzzy C-means Clustering Method based on Feature-weight and Cluster-weight Learning	APPLIED SOFT COMPUTING 78 (2019) 324–345
30	Fire Detection for Video Surveillance Applications Using ICA K-Medoids-Based Color Model and Efficient Spatio-Temporal Visual Features	EXPERT SYSTEMS WITH APPLICATIONS 1 (2019) 1-19
31	Retinal Blood Vessel Extraction Employing Effective Image Features and Combination of Supervised and Unsupervised Machine Learning Methods	Artificial Intelligence in Medicine 95 (2019) 1-15
32	Content-Aware Image Resizing: An Improved and Shadow-Preserving Seam Carving Method	SIGNAL PROCESSING 155 (2019) 233-246
33	بازشناسایی فعالیت های انسان در ویدیو با استفاده از ویژگی های FREAK-HOG و ماشین بردار پشتیبان آبشاری	رایانش نرم و فناوری اطلاعات 7 (1397) 13-28
34	Exemplar-based facial expression recognition	INFORMATION SCIENCES 460–461 (2018) 318-330
35	Hiding information in videos using motion clues of feature points	COMPUTERS & ELECTRICAL ENGINEERING 68 (2018) 14-25
36	A fast and accurate moving object tracker in active camera model	MULTIMEDIA TOOLS AND APPLICATIONS 77 (2018) 6775–6797
37	ماشین بینایی تشخیص گر باروری تخم مرغ و ارزیابی کارائی شبکه های عصبی و ماشین بردار پشتیبان در آن	پردازش علائم و داده ها 14 (1396) 97-112
38	ابطال پذیری پوپر مبنای نظری هوش مصنوعی	شناخت (پژوهشنامه ادبیات و علوم انسانی سابق) 1 (1396) 134-159
39	A Machine Vision System for Detecting Fertile Eggs in the Incubation Industry	International Journal of Computational Intelligence Systems 9 (2016) 850-862
40	Combining Keypoint-Based and Segment-Based Features for Counting People in Crowded Scenes	INFORMATION SCIENCES INS (2016) 199-216
41	COMBINING VELOCITY AND LOCATION-SPECIFIC SPATIAL CLUES IN TRAJECTORIES FOR COUNTING CROWDED MOVING OBJECTS	International Journal of Pattern Recognition and Artificial Intelligence 27 (2013) 1-31
42	Counting moving people in crowds using motion statistics of feature-points	MULTIMEDIA TOOLS AND APPLICATIONS 72 (2013) 453–487