Vol. 13 No. 3 (2025): July-September issue | Science Journal of University of Zakho

View Vol. 13 No. 3 (2025): July-September issue

Published: 2025-07-01

DEEP LEARNED FEATURE TECHNIQUE FOR HUMAN ACTION RECOGNITION IN THE MILITARY USING NEURAL NETWORK CLASSIFIER

Adeola O. Kolawole ⁽¹⁾, Martins E. Irhebhude ⁽²⁾, Philip O. Odion ⁽³⁾
(1) Department of Computer Science, Faculty of Military Science and Interdisciplinary Studies, Nigerian Defence Academy, Kaduna Nigeria, Nigeria,

(2) Department of Computer Science, Faculty of Military Science and Interdisciplinary Studies, Nigerian Defence Academy, Kaduna Nigeria, Nigeria,

(3) Department of Computer Science, Faculty of Military Science and Interdisciplinary Studies, Nigerian Defence Academy, Kaduna Nigeria, Nigeria

279-292

Abstract Views : 737

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10.25271/sjuoz.2025.13.3.1499

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COMPARATIVE ANALYSIS OF GROWTH PERFORMANCE AND PROXIMATE BODY COMPOSITION IN Hypophthalmichthys molitrix AND Labeo rohita FED DIET WITH RICE PROTEIN MEAL

Ansa Maqbool ⁽¹⁾, Ayesha Latif ⁽²⁾, Rena Fatima ⁽³⁾, Farkhanda Asad ⁽⁴⁾, Salma Sultana ⁽⁵⁾, Saba Naseer ⁽⁶⁾, Aiman Nadeem ⁽⁷⁾, Rfia jamal ⁽⁸⁾, Zunaira Shaheen ⁽⁹⁾
(1) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan,

(2) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan,

(3) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan,

(4) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan,

(5) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan,

(6) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan,

(7) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan,

(8) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan,

(9) Department of Zoology, Government College University Faisalabad, Faisalabad, 38000, Punjab, Pakistan, Pakistan

293-300

Abstract Views : 558

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10.25271/sjuoz.2025.13.3.1502

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DNA BARCODING OF Adansonia digitata USING MULTI-LOCI GENE REGIONS (ITS, rbcL, rpoC1 and psbA-trnH)

Abdulkareem, K. A. ⁽¹⁾, Ajibade, Y. A ⁽²⁾, Yusuff, R. A ⁽³⁾, Bello, A ⁽⁴⁾, Sidiq, K. O ⁽⁵⁾, Olayinka, B. U ⁽⁶⁾, Lateef, A. A ⁽⁷⁾, Kareem, I ⁽⁸⁾, Danzaki, M. M ⁽⁹⁾
(1) Department of Plant Biology, Faculty of Life Sciences, University of Ilorin, Ilorin, Nigeria, Nigeria,

(2) Department of Plant Biology, Faculty of Life Sciences, University of Ilorin, Ilorin, Nigeria, Nigeria,

(3) Department of Plant Biology, Faculty of Life Sciences, University of Ilorin, Ilorin, Nigeria, Nigeria,

(4) Department of Plant Biology, Faculty of Life Sciences, University of Ilorin, Ilorin, Nigeria, Nigeria,

(5) Department of Plant Biology, Faculty of Life Sciences, University of Ilorin, Ilorin, Nigeria, Nigeria,

(6) Department of Plant Biology, Faculty of Life Sciences, University of Ilorin, Ilorin, Nigeria, Nigeria,

(7) Department of Plant Biology, Faculty of Life Sciences, University of Ilorin, Ilorin, Nigeria, Nigeria,

(8) Department of Agronomy, Faculty of Agriculture, University of Ilorin, Ilorin, Nigeria, Nigeria,

(9) Department of Biology, Nigeria Army University Biu, Biu, Nigeria, Nigeria

301-313

Abstract Views : 394

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10.25271/sjuoz.2025.13.3.1511

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ROLE OF ALGAE AND SEAWEED EXTRACT AS BIO-FERTILIZER IN IMPROVING GROWTH, YIELD, AND YIELD COMPONENTS OF ROSELLE (Hibiscus sabdariffa L.)

Rabar F. Salih ⁽¹⁾
(1) Department of Field Crops and Medicinal Plants, College of Agricultural Engineering Sciences, Salahaddin University-Erbil, Erbil Kurdistan Region, Iraq, Iraq

314-319

Abstract Views : 584

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10.25271/sjuoz.2025.13.3.1512

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A NOVEL VITBILSTM DEEP LEARNING FRAMEWORK FOR BRAIN HEMORRHAGE PREDICTION USING CT BRAIN IMAGES

Delveen Luqman Abd Alnabi ⁽¹⁾
(1) College of Administration and Economic, University of Duhok, Duhok, Kurdistan Region, Iraq, Iraq

320-332

Abstract Views : 336

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10.25271/sjuoz.2025.13.3.1488

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ADVANCEMENTS IN TRANSFER LEARNING: A COMPREHENSIVE REVIEW OF NOVEL APPROACHES FOR MRI BRAIN IMAGE DIAGNOSIS

Diyar Waysi Naaman ⁽¹⁾, Berivan Tahir Ahmed ⁽²⁾, Hajar Maseeh Yasin ⁽³⁾
(1) Ministry of Education, General Directory of Education in Duhok, Kurdistan Region, Iraq, Iraq,

(2) Department of Information Technology, Technical College of Informatics, Akre University for Applied Sciences, Duhok, Iraq, Iraq,

(3) Department of Information Technology, Technical College of Informatics, Akre University for Applied Sciences, Duhok, Iraq, Iraq

333-341

Abstract Views : 458

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10.25271/sjuoz.2025.13.3.1470

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A HYBRID APPROACH FOR MALARIA CLASSIFICATION USING CNN-BASED FEATURE EXTRACTION AND TRADITIONAL MACHINE LEARNING CLASSIFIERS

Omar M. Ahmed ⁽¹⁾, Walat A. Ahmed ⁽²⁾, Bafreen N. Mohammed ⁽³⁾, Asaad Kh. Ibrahim ⁽⁴⁾
(1) Computer Information System Department, Technical College of Zakho, Duhok Polytechnic University, Zakho, KRG, Iraq, Iraq,

(2) Computer Information System Department, Technical College of Zakho, Duhok Polytechnic University, Zakho, KRG, Iraq, Iraq,

(3) Computer Information System Department, Technical College of Zakho, Duhok Polytechnic University, Zakho, KRG, Iraq, Iraq,

(4) Computer Information System Department, Technical College of Zakho, Duhok Polytechnic University, Zakho, KRG, Iraq, Iraq

342-347

Abstract Views : 504

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10.25271/sjuoz.2025.13.3.1489

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ON NIL-SYMMETRIC RINGS AND MODULES SKEWED BY RING ENDOMORPHISM

Ibrahim Adnan Mustafa ⁽¹⁾, Chenar Abdulkareem Ahmed ⁽²⁾
(1) Department of Mathematics, College of Science, University of Zakho, Zakho, Kurdistan Region, Iraq, Iraq,

(2) Department of Mathematics, College of Science, University of Zakho, Zakho, Kurdistan Region, Iraq, Iraq

348-356

Abstract Views : 344

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10.25271/sjuoz.2025.13.3.1492

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PROTECTIVE ROLES OF Lactuca serriola AND Glycyrrhiza glabra ON ETHYLENE GLYCOL INDUCED UROLITHIASIS IN MALE ALBINO RATS (Rattus norvegicus)

Sarbast A. Mahmud ⁽¹⁾, Imad T. Abdulla ⁽²⁾, Aveen R. Khdhr ⁽³⁾, Khalid Q. Gardi ⁽⁴⁾
(1) Department of Biology, Faculty of Science, Soran University, Soran, Kurdistan Region, Iraq, Iraq,

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

(3) Department of Biology, Faculty of Science, Soran University, Soran, Kurdistan Region, Iraq, Iraq,

(4) Department of Urology, Rizgari Teaching Hospital, Ministry of Health, Erbil, Kurdistan Region, Iraq, Iraq

357-366

Abstract Views : 387

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10.25271/sjuoz.2025.13.3.1494

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CARDIOVASCULAR BIOMARKERS, TYG INDEX AND TG/HDL-C RATIO IN SUBCLINICAL HYPOTHYROIDISM PATIENTS

Barhav I. Abdullah ⁽¹⁾, Sherwan F. Salih ⁽²⁾
(1) , Iraq,

(2) College of Health Sciences, University of Duhok, Duhok, Kurdistan Region, Iraq, Iraq,

(3) College of Medicine, University of Duhok, Duhok, Kurdistan Region, Iraq, Iraq

367-373

Abstract Views : 394

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10.25271/sjuoz.2025.13.3.1526

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THE SYNTHESIS, CHARACTERIZATION, DFT-OPTIMIZATION, BIOLOGICAL ASSAYS, AND HEAVY METAL STUDIES OF A NEW TETRA DENTATE DERIVATIVE LIGAND AND ITS COMPLEXES

Kwestan Namiq Aziz ⁽¹⁾, Eman Ibrahim Alsalihi ⁽²⁾
(1) Department of Chemistry, Faculty of Science and Health, Koya University, Koya, KOY45, Iraq , Iraq,

(2) Department of Chemistry, Faculty of Science and Health, Koya University, Koya, KOY45, , Iraq

374-387

Abstract Views : 494

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10.25271/sjuoz.2025.13.3.1542

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PHYTOREMEDIATION POTENTIAL OF Catalpa bignonioides IN CRUDE OIL-CONTAMINATED SOILS: EVIDENCE FROM DUHOK, KURDISTAN REGION

Dereen Jaladet Albeyboni ⁽¹⁾, Bayan Hazim Ahmed ⁽²⁾, Ramadhan Omer Hussain ⁽³⁾
(1) Department of Forestry, College of Agricultural Engineering Science, University of Duhok, Duhok, Iraq, Iraq,

(2) Department of Forestry, College of Agricultural Engineering Science, University of Duhok, Duhok, , Iraq,

(3) Department of Horticulture, College of Agricultural Engineering Science, University of Duhok, Duhok, Iraq, Iraq

388-399

Abstract Views : 395

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10.25271/sjuoz.2025.13.3.1559

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ADOMIAN DECOMPOSITION METHOD AND VARIATIONAL ITERATION METHOD FOR SOLVING SASA-SATSUMA EQUATION

Knier A. Salih ⁽¹⁾, Saad A. Manaa ⁽²⁾
(1) Department of Mathematics, College of Science, University of Zakho, Zakho, Kurdistan Region, , Iraq,

(2) Department of Mathematics, College of Science, University of Zakho, Zakho, Kurdistan Region, Iraq , Iraq

400-407

Abstract Views : 421

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10.25271/sjuoz.2025.13.3.1561

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EVALUATION OF OXIDATIVE STRESS, ANTIOXIDANT DEFENSES, AND BIOCHEMICAL DYSREGULATION IN OBESE VS. NON-OBESE ADULT MALES

Sozdar Ayoub Adil ⁽¹⁾, Lina Yousif Mohammed ⁽²⁾
(1) Department of Chemistry, College of Science, University of Zakho, Zakho, Kurdistan Region, Iraq, Iraq,

(2) Department of Biomedical Science, College of Medicine, University of Zakho, Zakho, Kurdistan Region, Iraq, Iraq

408-415

Abstract Views : 493

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10.25271/sjuoz.2025.13.3.1601

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INTEGRATING CNN AND DICTIONARY MECHANISMS FOR EFFECTIVE LOOP CLOSURE DETECTION

Ayda Mohammed Sharif ⁽¹⁾, Sadegh Abdollah Aminifar ⁽²⁾
(1) Department of Computer, College of Science, University of Soran, 44008, Kurdistan, Iraq, Iraq,

(2) Department of Computer, College of Science, University of Soran, 44008, Kurdistan, Iraq, Iraq

416-425

Abstract Views : 399

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10.25271/sjuoz.2025.13.3.1579

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STUDY OF SOME PHYSICAL PROPERTIES OF BRIQUETTES FROM DIFFERENT FOREST WOODY BIOMASS COLLECTIONS IN KURDISTAN REGION OF IRAQ

Dilgash F. Yaseen ⁽¹⁾, Aree A. Abdulqader ⁽²⁾, Ahmed S. Abdulla ⁽³⁾
(1) Department of Forestry, College of Agricultural Engineering Sciences, University of Duhok, Kurdistan region- Iraq, Iraq,

(2) Duhok Polytechnic University, Kurdistan region- Iraq, Iraq,

(3) Department of Forestry, College of Agriculture and Forestry, University of Mosul, Iraq, Iraq

426-434

Abstract Views : 410

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10.25271/sjuoz.2025.13.3.1515

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FORMULATION AND OPTIMIZATION OF DOMPERIDONE-LOADED LIQUID SNEDDS: CHARACTERIZATION AND IN-VITRO EVALUATION

Sara Taha Rasool ⁽¹⁾, Adnan Burhan Qader ⁽²⁾
(1) Department of Pharmaceutics, College of Pharmacy, Hawler Medical University, Erbil, Kurdistan Region, Iraq, Iraq,

(2) Department of Pharmaceutics, College of Pharmacy, Hawler Medical University, Erbil, Kurdistan Region, Iraq, Iraq

435-447

Abstract Views : 719

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10.25271/sjuoz.2025.13.3.1576

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	All	Since 2020
Citations	2569	2290
h-index	20	19
i10-index	75	61