Benner
   
Professor. Hind Rustum Shaaban ( Professor )
Faculty of Computer Science and Mathematics - Computer
[email protected]
07810986626
 
 
 
M.Sc from University of Babylon 2000, Computer Lab manager, College of Education for woman, University of Kufa. 1993-1997, Computer Center head, College of Education for woman, University of Kufa.1997-1999. Asst. in Dept. of Mathematics 2000-2001, College of Education for woman, University of Kufa, Central Computer unit director 2002, College of Education for woman, University of Kufa, Computer Department Head 2003-2005, College of Education for woman, University of Kufa, Asst. in Department of Computer Science 2009, Faculty of Mathematics & Computer Science, University of Kufa, Asst. Dean for Scientific Affairs/ Faculty of Computer Science &Mathematics /2010-2013, Computer Department Head / Faculty of Computer Science &Mathematics / University of Kufa 28-2-2013 to 29-12-2016 Email: [email protected] Google scholar https://scholar.google.com/citations?user=Px2XVH4AAAAJ&hl=en\ Research Gate https://www.researchgate.net/profile/Hind_Mohammed Academia https://kuiraq.academia.edu/ProfessorHindRustumMohammed Linkedln https://www.linkedin.com/in/professorhind-rustum-mohammed-0a21b899 Orcid http://orcid.org/0000-0002-2917-7171 publons https://publons.com/author/570451/professor-hind-rustum-mohammed#profile M.Sc from University of Babylon 2000, Computer Lab manager, College of Education for woman, University of Kufa. 1993-1997, Computer Center head, College of Education for woman, University of Kufa.1997-1999. Asst. in Dept. of Mathematics 2000-2001, College of Education for woman, University of Kufa, Central Computer unit director 2002, College of Education for woman, University of Kufa, Computer Department Head 2003-2005, College of Education for woman, University of Kufa, Asst. in Department of Computer Science 2009, Faculty of Mathematics & Computer Science, University of Kufa, Asst. Dean for Scientific Affairs/ Faculty of Computer Science &Mathematics /2010-2013, Computer Department Head / Faculty of Computer Science &Mathematics / University of Kufa 28-2-2013 to 29-12-2016. مقيم في للمجلات العلمية الاتية Reviewer In the following scientific journals 1-International Journal of Advanced Computer Science and Information Technology ( IJACSIT( http://elvedit.com/ijacsit/ المجلة الدولية للعلوم المتقدمة الحاسوب وتكنولوجيا المعلومات 2- The International Arab Journal of Information Technology (IAJIT) المجلة العربية الدولية لتكنولوجيا المعلومات http://ccis2k.org/iajit/?option=com_content&task=view&id=67&Itemid=158 3- i-manager's Journal Embedded System http://www.imanagerpublications.com/ 4-Journal of Kufa For Mathematics and Computer http://www.imanagerpublications.com/ 5- American Journal of Applied Sciences http://thescipub.com/journals/ajas http://www.scimagojr.com/journalsearch.php?q=6400153122&tip=sid&clean=0 6-International Journal of Applied Mathematics and Mechanics (IJAMM) http://www.scientificadvances.co.in/about-this-journal/17 7-Journal of Medical Systems http://www.springer.com/public+health/journal/10916 http://www.scimagojr.com/journalsearch.php?q=23710&tip=sid&clean=0 8- International Journal of Electronics and Device Physics http://vibgyorpublishers.org/journals/International-Journal-of-Electronics-and-Device-Physics.php 9-International Journal of computation and Applied Sciences https://ijocaas.com/?page_id=24 10- Journal of Applied Mathematics and Computational Mechanics (JAMCM) http://amcm.pcz.pl/?id=view&volume=16&issue=1 11- Case Studies in Thermal Engineering https://www.journals.elsevier.com/case-studies-in-thermal-engineering http://www.scimagojr.com/journalsearch.php?q=21100262580&tip=sid&clean=0 12- Applied Mathematics E-Notes http://www.scimagojr.com/journalsearch.php?q=25182&tip=sid&clean=0 http://www.math.nthu.edu.tw/~amen/ http://www.scimagojr.com/journalsearch.php?q=25182&tip=sid&clean=0 13- Mathematical and Computational Applications http://www.mdpi.com/journal/mca http://www.scimagojr.com/journalsearch.php?q=24557&tip=sid&clean=0 14- International Journal of Imaging Systems and Technology‏ http://onlinelibrary.wiley.com/journal/10.1002/%28ISSN%291098-1098 http://www.scimagojr.com/journalsearch.php?q=35932&tip=sid&clean=0 Research Interests 1- Artificial Intelligence 2- Digital Image Processing 3- Neural Network 4- Voice Analysis 5- Pattern recognition 6- Face recognition 7- Image Encryption 8- Computer vision 9- Design and analysis of algorithms Teaching Interests 1- Image Processing 2- Data structures 3- Algorithms Design 4- Computer Origination 5- Computer vision Translated and written Books 1- Algorithms Analysis & Design, al-Safa publishing house, Jordan,2008. 2- Computer Terms & Abbreviations Encyclopedia, Noor publishing house, Baghdad, 2009. 3- Basis of Digital Images Processing, al-Marid publishing co., Iraq,2011. 4- Computer Origination, university print house, Iraq, 2011. 5- Computer Science: Fundamentals and Applications, Press Dar al-Islam, Baghdad, Iraq, 2013. 6- Computer Graphics with C++, al-Marid publishing co., Iraq,2015. 7- The basics of the analysis and design of computer algorithms, University of Kufa Press, Najaf, Iraq, 2017. Selected Publication 1- Ban Jaber Adnan Al-Juburi and Hind Rustum Mohammed, Effect of Irregular Determination on Iris Recognition, International Journal of Computation and Applied Sciences IJOCAAS, Volume 3, Issue 3, December 2017, ISSN: 2399-4509. https://ijocaas.com/wp-content/uploads/2017/12/IJOCAAS-03-03-002-Dec2017.pdf 2- Nisreen Ryadh Hamza , Hind Rustum Mohammed, D.Zahir M. Hussain, "A Joint Histogram -2D Correlation Measure for Incomplete Image Similarity ",International Journal of Applied Engineering Research ISSN 0973-4562 Volume 12, Number 22 (2017) pp. 12755-12761. Research India Publications. http://www.ripublication.com 3- Hawraa Ali Saleh Al-Mosawi ,Professor Hind Rustum Mohammed,"Performance analysis of distance measures for medical image Segmentation", international journal of engineering sciences & research technology, ISSN: 2277-9655 ,6(12): December, 2017. 4- Professor. Hind Rustum Mohammed, Inaam.R.Al-Saiq, "The effect of the order Hilbert matrix On Detected components based on luminance for color image", International Journal of Research in Engineering and Applied Sciences(IJREAS), Vol. 7 Issue 10, October-2017. http://euroasiapub.org/journals.php http://euroasiapub.org/the-effect-of-the-order-hilbert-matrix-on-detected-components-based-on-luminance-for-color-image/ 5- Essam Haider Mageed, Professor, Hind Rustum Mohammed and Asaad Norri Hashim, New Large System for Face Recognition (NLS), International Journal of Applied Engineering Research ISSN 0973-4562 Volume 12, Number 21 (2017) pp. 10465-10471, Research India Publications. http://www.ripublication.com https://www.ripublication.com/ijaer17/ijaerv12n21_01.pdf 6- In Hussein Mahdi and Hind Rustum ,"Single Image Haze Removal via Accurate Atmosphere Light", International Journal of Applied Engineering Research ISSN 0973-4562 Volume 12, Number 19 (2017) pp. 9149-9158 https://www.ripublication.com/ijaer17/ijaerv12n19_152.pdf http://www.scimagojr.com/journalsearch.php?q=21100217234&tip=sid&clean=0 7- Hussein Mahdi, Nidhal EL Abbadi, Hind Rustum, "Single image de-hazing through improved dark channel prior and atmospheric light Estimation", Journal of Theoretical and Applied Information Technology, 15th August , Vol.95, No.15,pp. 3635- 3643, 2017. ISSN: 1992-8645 ,E-ISSN: 1817-3195 www.jatit.org 8- Hind Rustum Mohammed Shaban and Maani Abdul Munem Saeed , " Deleting Components and Regions for Gray Images using Symmetric group Sn", Global Journal of Pure and Applied Mathematics, Research India Publications, ISSN 0973-1768 Volume 13, Number 9 (2017), pp. 6241-6250,2017. 9- Hind Rustum Mohammed Shaban, Inaam R. Alsaiq and Alaa Abdul Hussein Mezher ,"Performance of Data Images Encryption Based Karhunen-Leoeve Transforms",Research Journal of Applied Sciences, Engineering and Technology 14(3): 95-100, 2017. file:///C:/Users/GSA/Downloads/%D8%A7%D9%84%D8%A8%D8%AD%D8%AB%20%D8%A7%D9%84%D9%85%D9%86%D8%B4%D9%88%D8%B1%20%D9%81%D9%8A%20%D9%85%D8%AC%D9%84%D8%A9%20maxwell.pdf http://maxwellsci.com/jp/j2p.php?jid=RJASET http://maxwellsci.com/jp/mspissue.php?jid=RJASET&no=719 10- Essam Haider Mageed, Hind Rustum Mohammed and Asaad Nori Hashim," Novel System for Face Recognition Based on SVD and GLCM", Global Journal of Pure and Applied Mathematics, ISSN 0973-1768 Volume 13, Number 9 (2017), pp. 4657-4670, Research India Publications,2017. https://www.ripublication.com/gjpam17/gjpamv13n9_20.pdf https://www.ripublication.com/gjpam.htm 11- Essam Haider Mageed, Hind Rustum Mohammed and Asaad Nori Hashim," Essam H.system face Recognition", International Journal of Computational Intelligence Research", ISSN 0973-1873 Volume 13, Number 7 (2017), pp. 1699-1708, Research India Publications,2017. https://www.ripublication.com/ijcir17/ijcirv13n7_13.pdf https://www.ripublication.com/ijcir.htm 12- Essam Haider Mageed, Hind Rustum Mohammed," An ESSAM Transform for Face Recognition", International Journal of Research, Volume 04 Issue 05, April 2017. file:///C:/Users/GSA/Downloads/Documents/7291-7649-1-PB_2.pdf https://edupediapublications.org/journals/ 13- Essam Haider Mageed, Hind Rustum Mohammed and Asaad Nori Hashim, "New System for Face Recognition",International journal of research in advanced computer science engineering (IJRACSE), VOLUME 2 – ISSUE 11 (APRIL 2017). http://www.ijracse.com/issues/current-issue/ file:///C:/Users/GSA/Downloads/Documents/Paper%2027.PDF 14- Mohammed Abdul Hameed Jassim Al Kufi, Hayder Raheem Hashim , Ameer Mohammed Hussein , and Hind Rustum Mohammed,"An Algorithm Based on GSVD for Image Encryption" ,Mathematical and Computational Applications, 22(2), 28 March, . 2017. http://www.mdpi.com/2297-8747/22/2/28 http://www.scimagojr.com/journalsearch.php?q=24557&tip=sid&clean=0 15- Farah M. M. Altufaili, Hind Rustum Mohammed, Zahir M. Hussain, "A Correlative Information-Theoretic Measure for Image Similarity", Global Journal of Pure and Applied Mathematics, ISSN 0973-1768 Volume 13, Number 2, pp. 159-169, (2017). http://www.ripublication.com/gjpam17/gjpamv13n2_03.pdf http://www.ripublication.com/gjpam.htm 16- Farah M. M. Altufaili, Zahir M. Hussain, Hind Rustum Mohammed, “An Efficient Information-Theoretic Measure for Image Similarity,” First International Conference on Scientific Studies and Humanities, University College of Humanities (UCH), Najaf, Iraq, 19-20 April 2016. 17- Husein Hadi Abbass, Hind Rustum Mohammed, Kawther Basim Rasool," A New Method of Blurring and Deblurring Digital Images Using the Markov Basis", Journal of Mathematics and Computer Science,Volume (3) Issue (1),2016. 18- Ali Nazim, Zahir M. Hussain, Hind Rustum Mohammed, “Histogram-Based Correlative Face Recognition Measure: A Comparison with Structural Similarity,” First International Conference on Scientific Studies and Humanities, University College of Humanities (UCH), Najaf, Iraq, 19-20 April 2016. 19- Mohammed S.Mechee,Zahir M. Hussain and Hind Rustum Mohammed,""On the reliability and stability of direct explicit Runge Kutta integrators", Global Journal of Pure and Applied Mathematics, vol.12,No.4,2016. Scopus H-index = 5 (see http://www.scimagojr.com/journalrank.php ). Paper: https://www.ripublication.com/gjpam16/gjpamv12n5_09.pdf 20- Ali Nadhim Razzaq, Zahir M. Hussain and Hind Rustum Mohammed," Structural Geodesic-Tchebychev Transform: An Image Similarity Measure for Face Recognition ", Journal of Computer Science, Volume 12, Issue 9, Pages 464-470 , DOI : 10.3844/jcssp.2016.464.470 ,2016. http://thescipub.com/abstract/10.3844/jcssp.2016.464.470 Scopus H-index =18( see http://www.scimagojr.com/journalrank.php) 21- Prof.Hind Rustum Mohammed,Prof.Adil Al_Rammahi and Hasan Abd Al_Hussein,"Medical Iamges Verification using Statistical Features and back Propagation Neural Network", International Conference on Biomedical Engineering and Sciences BIOENG'16,2016. 22- Hind Rustum Mohammed, Husein Hadi Alnoamani and Ali AbdulZahraa Jalil, Improved Fuzzy C-Mean Algorithm for Image Segmentation, IJARAI) International Journal of Advanced Research in Artificial Intelligence, Vol. 5, No.6, 2016. 23- Hind Rustum Mohammed , Ali Abd Akareem , Farah Abbas "H. A.F technique for documents and archaeologist images encryption" , International journal of sciences: Basic and Applied Research, Vol.25,No.3,2016. 24- Hind Rustum Mohammed , Ali Abdulkarem Habib and Farah Abbas Obaid ,"Performance Evaluation of K-Mean and Fuzzy C-Mean Image Segmentation Based Clustering Classifier", (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 6, No. 12, 2015. 25- Hind Rustum Mohammed ,Husein Hadi Abbas Jassim, Zahir M. Hussain , Kawther B.R. Al-dbag ,"Blurring and Deblurring Digital Images Using the Dihedral Group", (IJARAI) International Journal of Advanced Research in Artificial Intelligence, Vol. 4, No.12, 2015. 26- Hind Rustum Mohammed , Elaf Jabbar Abdul Razzaq .Signature Identification and Recognition Using Elman Neural Network, European Journal of Scientific Research,Vol.(131),No.(2),April , pp. 175-185,2015. 27- Hind Rustum Mohammed ,Boundaries Object Detection for Skin Cancer Image using Gray-Level Co-Occurrence Matrix (GLCM) and features minutiae points, Journal of AL-Qadisiyah for computer science and mathematics, Vol(7) ,No.(1),2015. 28- Hind Rustum Mohammed,Elaf Jabbar Abdul Razzaq, Gray-Scale Image Compression Using Fast Fourier Transform (FFT)Algorithm and Multilayer Perceptron Network, College of Education Journal Al_ Mustansiriya University, Year: 2014 Volume: 1 Issue: 1 Pages: 63-76 . 29- Hind Rostom Mohamed Shaban, Haider Baqer Ameen, Create regularly textured images using Texture analysis filters and Walsh Hadamard Transform, International Journal of Advanced Research (2014), Volume 2, Issue 11, 704-712. 30- Hind Rustum Mohammed ,Minimum Spanning Tree Algorithm for Skin Cancer Image Object Detection, journal of the college of education for women, ISSN: 16808730 Year: 2014 Volume: 25 Issue: 2 Pages: 502-510 . 31- Hind Rustum Mohammed ,Minimum Spanning Tree Algorithm and Connected Components for Skin Cancer Image Object Detection, Journal of College of Education for Pure Science, ISSN: 20736592 Year: 2014 Volume: 4 Issue: 1 Pages: 242-253. 32- Dr .Ali Hassan , Hind Rostom Mohammed ,Shaymaa Maki,H.SH.ROSTOM Utilization of improved masks for edge detection images,Iraqi Journal for Information Technology,Vol.6th,No.1 st,2014. 33- Hadi. J .Mustafa, Hind R. Mohammed, Ayed .E. Hashoosh,Certain types of Continuity In T0 -Alexandroff Space, Journal of AL-Qadisiyah for computer science an mathematics, A special Issue Researches of the fourth International scientific Conference /Second part,pp.149-161,2014. 34- Husein Hadi Abbass, Hind Rustum Mohammed, Yahya Mourad Abbass, A new method of removing Slat & pepper noise Image using Mv- Algebra, , journal of Babylon University/ Pure and Applied Sciences, vol(22), issue no.(5) ,2014. 35- Arabic Characters Recognition by Edge detection Using Connected Component Contour(CO3), Ibn AL-Haitham ,Journal For Pure and Applied Sciences , Vol(26) ,No.(3),2014. 36- Edge Detection for Objects in the Upper Triangle Gray Scale Image by Cholesky Decomposition and Unsharp Masking (USM) ,International Journal of Computer Applications, Volume 85 – No 6, January 2014 . 37- Color Based Segmentation Iris image for Secure Distributed Systems, International Journal of Scientific & Engineering Research, Volume 4, Issue 12, December-2013. 38- Dr. Ali Hassan Al-Fayadh, Hind Rostom Mohammed and Raghad Sahib Al-shimsah, Multi-orientation Property of Gabor Wavelet in Astronomical Images, Journal of Al-Qadisiyah for computer science and mathematics, Vol.5 ,No.1 , 2013. 39- Skin Cancer Images Segmentation based Minimum Spanning Tree algorithm and Extraction of connected boundaries, Journal Iraqi of Information Technology, vol (5), issue no.(2) ,2013. 40- Hybrid K-Means Clustering for Color Image Segmentation, International Journal of Computer Science and Engineering ( IJCSE) , Vol 2, No.( 4), Pages: 17-26,2013 . 41- Fingerprint recognition using extraction of connected boundaries components edge detection,Universal Journal of applied Computer Science and Technology, Vol 3 (1), 2013, 340-346,2013. 42- Compare between A.H. SH Quintet mask and Ant Colony for Mycosis Fungoides Skin image Edge detection , journal of kerbala university, Vol 10, No.(3), Pages: 96-104 ,2013. 43- Comparison between Classical Masks and (Odd and Even)Groups Masks for Mycosis Fungoides Disease Skin Image Edges Detection, Journal of Kufa for Mathematics and Computer, Volume 1, No.6,2012. 44- Gabor Wavelet Transform in Image Compression, Journal of Kufa for Mathematics and Computer, Volume 1, No.6,2012. 45- Large Amount of Data GIF Image Encryption with high Security using Path based Animation,Journal of college Education for pure science,university of Thi-Qar , Volume 2, No.3,2012. 46- Impulse Noise Removal from Highly Corrupted astronomical images using Modified Progressive Switching Median filter Guided by neural networks,Al-Qadisiya Journal for Computer Science &Mathematics,Volume 3,No. 2,2012. 47- CT Angiography Image Segmentation by Mean Shift Algorithm and contour with Connected Components Image ,I JSER International Journal of Scientific and Engineering Research, I JSER Volume 3,Issue 8,August ,2012. 48- A.H.SH.Rostom Group masks for Mycosis Fungoides Skin image Edge detection, I JSER International Journal of Scientific and Engineering Research, I JSER Volume 3,Issue 8,August ,2012. 49- closed set in T0_Alexandroff spaces, Journal of Kufa for Mathematics and Computer, Vol.1, No.4, pp.88-93,2012. 50- Extraction of connected components Skin pemphigus diseases image edge detection by Morphological operations, International Journal of Computer Applications (0975 – 8887), Volume 46– No.18, May 2012. 51- Hind Rostom Mohammed , Iman Qays Abduljaleel ,speech analysis technique for speech compression, i-manager’s Journal o Software Engineering, Vol. 6 No. 1 - July 2011,pp 21-27. 52- Anew method speeding up fractal compression using different value of affine transformation and highest gray value of pixel, Journal of Kufa for Mathematics and Computer, Vol.1, No.5, 2011. 53- SWF Image Compression by Evaluating objects compression ratio, Journal of Kufa for Mathematics and Computer, Vol.1, No.2, Oct., 2010, pp.105 – 118, 2011. 54- Suggestions for Making Education & Learning Programming Languages Easier in Computer Departments of Iraqi Universities , Journal of Kufa for Mathematics and Computer, Vol.1, No.2, Oct., 2010, pp.105 – 118,2011. 55- Random segmentation blocks algorithm for gout skin detection and recognition, i-manager’s Journal on Software Engineering, Vol. 5 l No. 1 l July - September 2010. 56- Psoriasis Detection Using Skin Color and Texture Features, Journal of Computer Science 6 (6): 648-652, 2010. 57- Information Security Method for (GIF) Image Encryption , international journal of intelligent computing & information science, vol. (10), no.1, 2010. 58- Random Segmentation Blocks Encryption for Multi Spatial Image, IBN AL-Haitham Journal for pure & applied science, Vol.(23),No.(2),2010. 59- Speech Compression Using Wavelet Transform, ICCESSE 2010 : International Conference on Computer, Electrical, and Systems Science, and Engineering Rome, Italy during April 28-30, 2010. 60- Random segmentation blocks algorithm for gout skin detection and recognition, i-manager’s Journal on Software Engineering, Vol. 5 l No. 1 l July - September 2010. 61- Segmentation blocks algorithm for Gout Skin Detection and recognition Paper code number 103318, conference on electrical and Electronic Engineering in Tripoli- Libya, (www.laiceee.org),2010. 62- Neural Networks for Impulse Noise Removal from Highly Corrupted Images, Paper code number 103023, conference on electrical and Electronic Engineering in Tripoli- Libya, (www.laiceee.org),2010. 63- Evaluation of Wavelet Compression Algorithm Applied on Digitized Chest and Abdomen x-ray Images, journal of Information Technology, vol (2), issue no.(2) 2009 . 64- New Algorithm for Fault Detection and Back Trace for Fault Location in Digital Circuits, EGYPTION. Computer science journal, volume (33) ,number (1) , September ,2009 . 65- Graph Coloring Analysis For Color Images by Detection of corners and Local Edge Maxima Algorithm, Journal of the University of Karbala, vol (6) issue no.(2) ,2008. 66- Image coding by new coding edges colors image algorithm, Journal of Karbala University, vol(6), issue no.(2) ,2008. 67- Bidirectional Associative Memory (BAM) Neural Network for Tries Structures Searching, Iraqi journal for computers, communication, control and systems Engineering, vol(6), issue no.(1) 2006 . 68- A time Delay Neural Network for Recognition of the Stop and Nasal Arabic speech, journal of Babylon University, vol(11), issue no.(6) ,2006 . 69- Speaker Verification Using Hybrid Scheme for Arabic speech, IBN AL- Haitham J .for pure & appl .SCI. vol(19), issue no.(2),2006. 70- Boltzmann machine neural network for Arabic speech recognition, Ibn al-Haitham, journal for pure and applied sciences, vol(19),no.(4),2006 . 71- Neural network for speaker Identification , Ibn al- Haitham, journal for pure and applied sciences, vol(19),no.(4),2006 . 72- Speaker Verification Using Hybrid Scheme for Arabic speech, IBM AL- Haitham J .for pure & appl .SCI. vol(19), issue no.(2),2006. 73- A Specialized System for Husbandry Diseases Diagnosis, journal of Ibn Al-Haithem for pure& appl. sciences, vol(18), issue no.(4) ,2005. 74- A study of positive and Negative parity states in1/4 Te nucleus by the interacting boson model .IBM by neural network( back propagation multi layer neural network ) , Ibn AL-Haitham ,Journal For Pure And Applied Sciences , Vol(18) ,No.(2),2005 . 75- A Specialized System for Husbandry Diseases Diagnosis, journal of Ibn Al-Haithem for pure& appl. sciences, vol(18), issue no.(4) ,2005. 76- A study of positive and Negative parity states in1/4 Te nucleus by the interacting boson model .IBM by neural network( back propagation multi layer neural network ) , Ibn AL-Haitham ,Journal For Pure And Applied Sciences , Vol(18) ,No.(2),2005 . 77- A New Method for Designing English- Arabic Dictionary for Computer terms, journal of Babylon University, vol(10), issue no.(3) ,2005. 78- Different Back Propagation Neural Network for Image Compression, journal of Babylon University, vol(10), issue no.(3),march ,2005 . 79- Complementation of Vocal & Visual Signs for Recognition of Vowel Sounds with Loud Noise, journal of Qadissya University, vol(9), issue no.(3) ,2004. 80- Digital Analysis of the Speakers Voice & Patterning it by using Neural Networks, journal of Qadissya University, vol(7), issue no.(3) ,2003. 81- Designing Neural Networks for Determining Form Segmentation, journal of Babil University, vol(8), issue no.(3) ,2003. 82- Designing Line Prediction Coefficients System (LPC) in the Speakers Voice by Using Computers, journal of Qadissya University, vol(7), issue no.(2) ,2002. .