Publications

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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

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.