Publications

My Google Scholar

Books 

Speaker Recognition Using Wavelet and Neural Network LAP LAMBERT Academic PublishingNumber:  54370   ISBN:978-3-659-13225-4

M.Sc Thesis

Design Pipelined Microprocessor With Cache Memory and Performance Evaluation

Ph.D Thesis 

Speaker Recognition Using Wavelet and Neural Networks 

Journal Papers 

1-Sozan A. M , Bitmap image compression  ,  published in  Kurdistan Academian Journal Vol.2.1, No.2, pp64-68,  2002.      

2- Sozan A. M. and  Loay E. L., Speaker recognition using Backpropagation Neural  Network , Journal of Zanko Sulaimani , 2007.  

3-Sozan A. Mahmood “Fuzzy Enhancement for Color Image Processing” ,publisher IEEE,2009,  pp 340 - 344

4- Sozan A. M. and Amera I. M ,AN AUTHENTICATION SYSTEM USING FINGERPRINT MINUTIAEEXTRACTION AND NEURAL NETWORK”  , journal of Al.Nahrain University(JNUS), vol(13)(4),  Dec. , 2010,  pp 216-220.

5- Sozan A. Mahmood ,”New Visual Cryptography Algorithm for Color Image” , Journal of computing , USA,Vol2. Issu 4,April 2010.

6-Amira I. Mulhm  and Sozan A. Mahmood  “DESIGN ASSEMBLER BASED ON LEX AND YACC”    Iraqi scientific Journal , Baghdad university 2012 

7- Amera  Ismail  Melhum  ,  Lamya abd allateef Omar   and   Sozan Abdulla Mahmood "ShortTerm Load Forecasting  using ArtificialNeural Network", International Journal of Soft Computing and Engineering (IJSCE) Vol(3),Issue(1), 2012

8- Sozan Abdulla Mahmood, “FingerprintRecognition System using Support vector machine and neural network”, International Journal of computer science Engineering and information Technology Research, Vol4. Issue1,pp 103-109,2014

9-Sozan A.Mahmood,Zhyan Abdulwahab “Developing Intelligent Search Engine Based onNeural Network and Support Vector Machine” ,American based research journal    ,vol 3,issue 9 2014

10-Sozan A. Mahmood ,Mzhda Hiwa “Big data analysis using Naive Bayes and NeuralNetwork” , Asian Journal of Natural & Applied Sciences Vol. 4(3) September 2015 .

11-  SOZAN ABDULLAH MAHMOOD, NOOR GHAZI M. JAMEEL, SHAIDA JUMA SAYDA, "NEURAL NETWORK WITH PSO BASED TRAINING TO DETECT SPOOFING WEBSITES",   Journal of Theoretical and Applied Information Technology,Vol 96,No.12,2018.

 12-Hunar Abubakir Ahmed& Sozan Abdulla Mahmood, "A Deep Learning Technique For Lung Nodule Classification Based on False Positive Reduction" Journal of Zankoy Sulaimani (JZS),Vol(21),Issue(1),2019.

13-Zhyar Rzgar K.Rostam And Sozan Abdulla Mahmood  "Classification of Brainwave Signals Based on Hybrid Deep Learning and an Evolutionary Algorithm" Journal of Zankoy Sulaimani(JZS) Vol(21),Issue(2),2019.

14-Sozan A. Mahmood and Qani Qabil Qasim,"Big Data Sentimental Analysis Using Document to Vector and Optimized Support Vector Machine", UHD journal Vol4.1,2020.

15 -Sozan Abdullah mahmood and Hunar Abubakir Ahmed,"An improved CNN‑based architecture for automatic lung nodule classification",MBEC journal Vol. 60,2022

16-Lana Sardar Hussein, Sozan Abdulla Mahmood,"Kurdish Speech to Text Recognition System

Based on Deep Convolutional-Recurrent Neural Networks, UHD Journal Vol.,6,Issue 2, 2022 

17-Ismael Abdulkareem Ali, Sozan A. Mahmood

Deep Learning Approaches for Retinal Disease Identification in Fundus Imaging: A Comprehensive Overview

Journal of UHD journal of science and technology, Vol.9(1)2025

18- Ismael Abdulkareem Ali, Sozan A. Mahmood, 

   Enhancing Clinical Decision Support: A Deep Learning Approach for Automated Diagnosis of Eye Diseases from Fundus Images, Journal of UHD journal of science and technology, Vol.9(2)2025

19- Mariwan Mahmood Hama Aziz, Sozan Abdullah Mahmood

 Utilizing machine learning techniques for cancer prediction and classification based on gene expression data. Journal of UHD journal of science and technology, Vol.9(1)2025  

20- Salman Burhan Ahmad ,Sozan Abdullah Mahmood

Deep Learning-Based Text-to-Speech Synthesis for Central Kurdish: A Transformer-Enhanced Approach  Passer journal of Basic and Applied Science.Vol.8(2)2026

Conference Papers 

1-Sozan A. M. and Amera I. M.,  Parasitic Computer Virus,  published in Zanko Journal ,Vol.1,No.3, 2000            

2- Sozan A. Mahmood “FuzzyEnhancement for Color Image Processing”, malaysia, ICCTD Vol.2 pp 340-345,2007

3-  Sozan A. Mahmood “Fingerprint identification based on skeleton minutia extraction",ICICS'11 international conference on information & communication system,2011.

4- Sozan A. Mahmood and Mihran Abdulrahim “Hybrid Speech Recognition System based on Wavelet 9/7 and Mel-Frequency Cepstral Coefficient” International Conference on Emerging Trends in Computer and Electronics Engineering (ICETCEE).Dubai March. 2012.