Vol. 13 No. 1 (2025): January - March Issue | Science Journal of University of Zakho

View Vol. 13 No. 1 (2025): January - March Issue

Published: 2025-01-05

DEEP NEURAL NETWORK-BASED APPROACH FOR COMPUTING SINGULAR VALUES OF MATRICES

Diyari A. Hassan ⁽¹⁾
(1) Faculty of Engineering & Computer Science, Qaiwan International University Sulaymaniyah, Kurdistan Region-Iraq, Iraq

1-6

Abstract Views : 720

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10.25271/sjuoz.2025.13.1.1345

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DETECTION AND RECOGNITION OF IRAQI LICENSE PLATES USING CONVOLUTIONAL NEURAL NETWORKS

Mohammed Hayder Abbas ⁽¹⁾, Zeina Mueen Mohammed ⁽²⁾
(1) Department of Computer Science, College of Science, University of Baghdad, Baghdad, Iraq , Iraq,

(2) Department of Computer Science, College of Science, University of Baghdad, Baghdad, Iraq , Iraq

7-17

Abstract Views : 604

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10.25271/sjuoz.2025.13.1.1344

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A SPECTROSCOPIC IN-VITRO METHOD FOR DETERMINING THE SUN PRODUCTION FACTOR (SPF)AND PHYSICAL PROPERTIES OF MARKETED SUNSCREEN FORMULATIONS

Ahmed Hassan kurda ⁽¹⁾
(1) Department of Physics College of Science, Salahaddin University-Erbil, Erbil, Kurdistan Region, Iraq, Iraq

18-24

Abstract Views : 436

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10.25271/sjuoz.2025.13.1.1372

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KNOWLEDGE, ATTITUDES, AND PRACTICES RELATED TO THE DISPOSAL OF EXPIRED AND UNUSED MEDICATIONS IN HOUSEHOLD IN DUHOK CITY, KURDISTAN REGION, IRAQ

Najmaldin Ezaldin Hassan ⁽¹⁾, Sonia Khalil ⁽²⁾
(1) 1College of Engineering, Civil and Environment Department, University of Zakho, Kurdistan region, Iraq, Iraq,

(2) City, University of London, United Kingdom, United Kingdom

25-32

Abstract Views : 793

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10.25271/sjuoz.2025.13.1.1388

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DIETARY SILICA NANOPARTICLE AMELIORATES THE GROWTH PERFORMANCE AND MUSCLE COMPOSITION OF STINGING CATFISH, HETEROPNEUSTES FOSSILIS

Partha Sarathi Das ⁽¹⁾, Md Fazle Rohani ⁽²⁾, Basim. S. A. Al Sulivany ⁽³⁾, Salman Shahriar Nibir ⁽⁴⁾, Runa Akther Juthi ⁽⁵⁾, Abdus Satter ⁽⁶⁾, Md Sazzad Hossain ⁽⁷⁾, Shameeran Salman Ismael ⁽⁸⁾
(1) Department of Fisheries, Bangamata Shiekh Fojilatunnesa Mujib Science and Technology University, Jamalpur, Bangladesh, Bangladesh,

(2) Department of Aquaculture, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh, Bangladesh,

(3) Department of Biology, College of Science, University of Zakho, Zakho, Duhok, Kurdistan Region, Iraq, Iraq,

(4) Department of Aquaculture, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh, Bangladesh,

(5) Department of Fisheries, Bangamata Shiekh Fojilatunnesa Mujib Science and Technology University, Jamalpur, Bangladesh, Bangladesh,

(6) Department of Fisheries, Bangamata Shiekh Fojilatunnesa Mujib Science and Technology University, Jamalpur, Bangladesh, Bangladesh,

(7) Department of Aquaculture, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh, Bangladesh,

(8) Department of Medical Laboratory Sciences, College of Health Sciences, University of Duhok, Duhok, Kurdistan Region, - Iraq, Iraq

33-39

Abstract Views : 732

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10.25271/sjuoz.2025.13.1.1394

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ACCELERATED FRACTAL ENCODING VIA DOMAIN CLASSIFICATION

Ziyad T. Najim ⁽¹⁾
(1) College of Science, University of Garmian, Kalar, Kurdistan Region, Iraq , Iraq

40-44

Abstract Views : 234

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10.25271/sjuoz.2025.13.1.1371

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HISTOLOGICAL, HISTOCHEMICAL, AND IMMUNOHISTOCHEMICAL CHARACTERIZATION OF THE EFFERENT DUCTULES OF THE DOVE

Fatma El-Zahraa Ahmed Mustafa ⁽¹⁾, Basim. S. A. Al Sulivany ⁽²⁾
(1) Department of Cell and Tissues, Faculty of Vet. Medicine, Assiut University, Assiut, 71526, Egypt., Egypt,

(2) Biology Department, College of Science, University of Zakho, Zakho, 42002, Duhok, Kurdistan Region, Iraq, Iraq

45-51

Abstract Views : 447

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10.25271/sjuoz.2025.13.1.1399

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SMARANDACHE ANTI ZERO DIVISORS

Rebin M. Hassan ⁽¹⁾, Suham H. Awla ⁽²⁾
(1) Department of Mathematics, College of Basic Education, University of Raparin, Ranya, Kurdistan Region-Iraq, Iraq,

(2) Department of Mathematics, College of Education, Salahaddin University, Erbil, Kurdistan Region-Iraq, Iraq

52-57

Abstract Views : 330

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10.25271/sjuoz.2025.13.1.1342

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WEB VULNERABILITIES DETECTION USING A HYBRID MODEL OF CNN, GRU AND ATTENTION MECHANISM

Sarbast H. Ali ⁽¹⁾, Arman I. Mohammed ⁽²⁾, Sarwar MA. Mustafa ⁽³⁾, Sardar Omar Salih ⁽⁴⁾
(1) Duhok Technical College, Duhok Polytechnic University., Iraq,

(2) Duhok Technical College, Duhok Polytechnic University, Iraq,

(3) College of Science, University of Duhok, Iraq,

(4) , Iraq,

(5) Duhok Technical Institute, Duhok Polytechnic University, Iraq

58-64

Abstract Views : 620

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10.25271/sjuoz.2025.13.1.1404

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USING INFRARED THERMOGRAPHIC TECHNIQUE AS AN ALTERNATIVE TO CONVENTIONAL RECTAL THERMOMETER IN SHEEP

Nizar J. Hussein ⁽¹⁾, Rekesh S. Habib ⁽²⁾, Fatah M. Khalaf ⁽³⁾, Rana M. Fazal ⁽⁴⁾, Muhammad Owais ⁽⁵⁾
(1) Environmental Sciences Department, College of Science, University of Zakho, Kurdistan Region of Iraq, Iraq,

(2) Animal Production Department, College of Agricultural Engineering Sciences, University of Duhok, Kurdistan Region of Iraq, Iraq,

(3) Animal Production Department, College of Agricultural Engineering Sciences, University of Duhok, Kurdistan Region of Iraq., Iraq,

(4) Department of Zoology, Ghazi University, Dera Ghazi Khan, Pakistan,

(5) Department of Zoology, Emerson University, Multan, Pakistan, Pakistan

65-70

Abstract Views : 477

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10.25271/sjuoz.2025.13.1.1446

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ASSESSMENT OF BACTERICIDAL ROLE OF EPIDERMAL MUCUS OF MAJOR CARPS AGAINST PATHOGENIC MICROBIAL STRAINS

Farkhanda Asad ⁽¹⁾, Shahzad Nasir ⁽²⁾, Itrat Fatima ⁽³⁾, Zeliha Selamoglu ⁽⁴⁾, Aiman Nadeem ⁽⁵⁾, Rafia Jamal ⁽⁶⁾, Maryam Fatima ⁽⁷⁾, Maimoona Mehmood ⁽⁸⁾
(1) Department of Zoology, Government College University Faisalabad, Faisalabad, Punjab, Pakistan, Pakistan,

(2) Department of Zoology, Government College University Faisalabad, Faisalabad, Punjab, Pakistan, Pakistan,

(3) Department of Zoology, Government College University Faisalabad, Faisalabad, Punjab, Pakistan, Pakistan,

(4) Department of Medical Biology, Medicine Faculty, Nigde Omer Halisdemir University, Nigde, Türkiye., Türkiye,

(5) Department of Zoology, Government College University Faisalabad, Faisalabad, Punjab, Pakistan, Pakistan,

(6) Department of Zoology, Government College University Faisalabad, Faisalabad, Punjab, Pakistan, Pakistan,

(7) Department of Zoology, Government College University Faisalabad, Faisalabad, Punjab, Pakistan, Pakistan,

(8) Department of Zoology, Government College University Faisalabad, Faisalabad, Punjab, Pakistan, Pakistan

71-76

Abstract Views : 532

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10.25271/sjuoz.2025.13.1.1410

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DEVELOPING A COST-EFFECTIVE MICROPREDATION PROTOCOL FOR TWO CARNATION (DIANTHUS CARYOPHYLLUS L.) VARIETIES UNDER IN VITRO CONDITIONS

Lolav Rajab Al-Mizory ⁽¹⁾, Rafail S. Toma ⁽²⁾, Fareed Khalid Yaseen ⁽³⁾
(1) Department of Horticulture, College of Agricultural Engineering Sciences, University of Duhok, Iraq,

(2) Department of Horticulture, College of Agricultural Engineering Sciences, University of Duhok, Iraq,

(3) Department of General Science, College of Basic Education, University of Zakho, Zakho, 42002, Dohuk, Kurdistan Region-Iraq, Iraq

77-82

Abstract Views : 407

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10.25271/sjuoz.2025.13.1.1423

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GLOBAL STABILITY AND HOPF BIFURCATION OF A DELAYED PREDATOR-PREY MODEL INCORPORATING ALLEE EFFECT AND FEAR EFFECT

Didar Akram Abdulqadr ⁽¹⁾, Arkan Nawzad Mustafa ⁽²⁾
(1) Department of Mathematics, College of Education, University of Sulaimani, Sulaymaniyah 46001, Iraq., Iraq,

(2) Department of Mathematics, College of Education, University of Sulaimani, Sulaymaniyah 46001, Iraq., Iraq

83-88

Abstract Views : 560

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10.25271/sjuoz.2025.13.1.1406

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ASSESSING DROUGHT IMPACTS IN ERBIL, IRAQI KURDISTAN: A STUDY OF LAND SURFACE TEMPERATURE AND VEGETATION HEALTH INDEX USING LANDSAT TIME-SERIES

Ragheb K. Mohammad ⁽¹⁾, Sara H. Zaki ⁽²⁾, Heman A. Ahmed Gaznayee ⁽³⁾, Halmat A. Sabr ⁽⁴⁾, Payman H. Aliehsan ⁽⁵⁾, , Sherwan Y. Hammad ⁽⁶⁾, Snoor H. Ababakr ⁽⁷⁾, Hawar A. Razvanchy ⁽⁸⁾, Kawa K. Hakzi ⁽⁹⁾
(1) Department of Forestry, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq, Iraq,

(2) Department of Forestry, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq., Iraq,

(3) Department of Forestry, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq., Iraq,

(4) Department of Forestry, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq, Iraq,

(5) Department of Forestry, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq, Iraq,

(6) Department of Forestry, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq, Iraq,

(7) Department of Soil and Water, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq, Iraq,

(8) Department of Soil and Water, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq., Iraq,

(9) Department of Soil and Water, College of Agricultural Engineering Sciences, Salahaddin University, Erbil 44002, Kurdistan Region, Iraq, Iraq

89-97

Abstract Views : 811

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10.25271/sjuoz.2025.13.1.1430

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WEIGHTED GENE CO-EXPRESSION NETWORK ANALYSIS IDENTIFIES BIOLOGICAL PATHWAYS AND BIOMARKER GENES ASSOCIATED WITH CHICKENS' ADAPTATION TO BOTH LOW AND HIGH ALTITUDES

Pshtiwan S.A. Bebane ⁽¹⁾, Paiman Yousif ⁽²⁾, Sarbast I. Mustafa ⁽³⁾, Sami mamand ⁽⁴⁾
(1) Department of Medical Laboratory Science, College of Science, Charmo University, Iraq., Iraq,

(2) Department of Animal Production, College of Agricultural Engineering Sciences, University of Duhok, Duhok City, Iraq, Iraq,

(3) Department of Animal Production, College of Agricultural Engineering Sciences, University of Duhok, Duhok City, Iraq, Iraq,

(4) Sami Mamand, Postdoctoral Fellow, University of Toronto, Toronto, Canada, Iraq

98-101

Abstract Views : 414

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10.25271/sjuoz.2025.13.1.1448

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THE EFFECT OF FEATURE SELECTION METHODS ON MACHINE LEARNING MODEL PERFORMANCE: A COMPARATIVE STUDY FOR BREAST CANCER PREDICTION

Diman Siddiq Hassan ⁽¹⁾
(1) Computer Science Department, College of Science, University of Zakho, Zakho, Kurdistan Region, Iraq, Iraq

102–113

Abstract Views : 352

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10.25271/sjuoz.2025.13.1.1429

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Citations	2549	2271
h-index	20	19
i10-index	74	58