International Journal of Formal Sciences: Current and Future Research Trends
https://ijfscfrtjournal.isrra.org/index.php/Formal_Sciences_Journal
<p style="text-align: justify;">The International Journal of Social Sciences: Current and Future Research Trends (IJSSCFRT) is an open access International Journal for scientists and researchers to publish their scientific papers in Social Sciences related fields. IJSSCFRT plays its role as a refereed international journal to publish research results conducted by researchers.</p> <p>This journal accepts scientific papers for publication after passing the journal's double peer review process within 4 weeks. For detailed information about the journal kindly check <a title="About the Journal" href="https://ijsscfrtjournal.isrra.org/index.php/Social_Science_Journal/about">About the Journal</a> page. </p> <p style="text-align: justify;">All IJSSCFRT published papers in Social Sciences will be available for scientific readers for free; no fees are required to download published papers in this international journal.</p> <p style="text-align: justify;"> </p>Mohammad Nassar for Researches (MNFR)en-USInternational Journal of Formal Sciences: Current and Future Research Trends2790-7945<p>Authors who submit papers with this journal agree to the <a title="Copyright_Notice" href="https://ijfscfrtjournal.isrra.org/index.php/Formal_Sciences_Journal/Copyright_Notice" target="_blank" rel="noopener">following terms</a>.</p>Comparative Analysis of Deep Learning Models for Crop Diseases and Pest Classification
https://ijfscfrtjournal.isrra.org/index.php/Formal_Sciences_Journal/article/view/1019
<p>The deep learning models for crop diseases and pest classification research examined how deep learning might improve farming methods, particularly to accurately classify pests and diseases that affect crops. The importance of crop diseases and pests to world food security was highlighted in the introduction, along with the need for new approaches, such as deep learning models, to improve the accuracy and effectiveness of pest and disease control in farming. To evaluate the classification accuracy, the secondary datasets obtained from the Kaggle website were used to train and test various deep learning models, one of which was DenseNet. The researcher used a thorough assessment methodology to compare DenseNet's performance to that of other models, including AlexNet, EfficientNet, Visual Geometry Group, and Convolutional Neural Network. With an impressive accuracy score of 96.988% on the maize disease dataset and 96.9382% on the pest dataset, DenseNet proved to be the best model among the others. More accurate predictions were the result of DenseNet's capacity to effectively collect intricate characteristics and patterns within the visual data, which led to its improved performance. The researcher examined the implications of DenseNet's high accuracy in the discussion section, implying that its sophisticated design rendered it optimal for the categorization of agricultural diseases and pests. In addition, the researcher investigated the feasibility of incorporating DenseNet into practical agricultural systems, where its strong performance might greatly enhance methods of crop monitoring and disease control. The discussion came to a close with suggestions for future studies, such as looking at whether DenseNet can be used for other types of crops and if hybrid models or transfer learning may improve its performance.</p>Vincent Mbandu OchangoGeoffrey Mariga WambuguAaron Mogeni Oirere
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2025-01-262025-01-26221125Effect of Water Salinity Concentration on Flathead Grey Mullet Performance
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<p>Restricted Access.</p>Habtamu GetnetDemeke KifleTadesse Fetahi
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2025-02-122025-02-12221The Road Transportation Infrastructure, Industrial Evolution and Economic Growth
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<p>Restricted Access.</p>Tekleselase Michael
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2025-02-122025-02-12221Modelling for The Risk Factors Early Introduction to Complementary Food for A Baby Under Ten Months Old
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<p>Restricted Access.</p>Gabriel Solomon
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2025-02-122025-02-12221Cottage Textile Dyeing and Weaving as an Empowerment Strategy for Rural Women in Nigeria
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<p>Restricted Access.</p>Rahmawati Setiyani
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2025-02-122025-02-12221Robust Detection of Glaucoma using Cup to Disc Ratio and Hybrid Features
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<p>Restricted Access.</p>Sheriza Mohd Razali
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2025-02-122025-02-12221Neural Fog Control in a Dual Feed Induction Generator with Wind Energy
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<p>Restricted Access.</p>Ansa Hayyat
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2025-02-122025-02-12221An Application of Maximum Likelihood Parameter Estimation for Financial Model Building in Excel
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<p>Restricted Access.</p>Ogebe Francis
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2025-02-122025-02-12221Squeezing and Statistical properties of Single-mode Displaced Squeezed Vacuum State
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<p>Restricted Access.</p>Kainat Khowaja
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2025-02-122025-02-12221A Five Year Study: Prevalence and Antibiotic Resistance Profiles of Gram Negative Bacilli Associated with Urinary Tract Infections (UTIs) in Karachi, Pakistan
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<p>Restricted Access.</p>Sharmaine Solis Jabonero
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2025-02-122025-02-12221The Effect of Industry Extension Services Packages on the Performance of Small and Micro Enterprises in Ethiopia
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<p>Restricted Access.</p>Derara Dejene
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2025-02-122025-02-12221Feeding Preferences of Termite Odontotermes Obesus under Field Condition
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<p>Restricted Access.</p>Getachew AmareKefelegn Hailay
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2025-02-122025-02-12221Pastoral Care to Victims of Domestic Violence in Nigeria
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<p>Restricted Access.</p>Tatek Mulugeta
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2025-02-122025-02-12221Addressing Pedagogical Usability and Mobility Barriers in E-learning Systems
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<p>Restricted Access.</p>Onuoha Michael
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2025-02-122025-02-12221Analysis of Conservation Voltage Reduction (CVR) Factor for Various Types of Loads
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<p>Restricted Access.</p>OBED JOHN DAGWAFurqan Ali
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2025-02-122025-02-12221Performance Evaluation of Sesame Varieties in Ethiopia
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<p>Restricted Access.</p>Nasira Mustafa
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2025-02-122025-02-12221Isolation Identification and Characterization of Cyanide Tolerating LAB from Fermented Cassava Pulp Juice
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<p>Restricted Access.</p>Merve ErgunEDWIN MISATIAdeme Yekesso
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2025-02-122025-02-12221Project Growth And Economic Parameters Comparison Of Project Delivery System
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<p>Restricted Access.</p> Tsegay DeribewMubashir AbbasZulfia HussainHaroon Rashid
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2025-02-122025-02-12221The Effect of Marketing Mix on Buying Interest
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<p>Restricted Access.</p>Zgura AncaELENA LAURAADRIANA MERCAN
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2025-02-122025-02-12221The Road Transportation Infrastructure, Industrial Evolution and Economic Growth
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<p>Restricted Access.</p>Deborah CernauskasLarissa Adamiec
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2025-02-122025-02-12221Evaluation of Soil Macronutrients in Different Land Use Types in Dagana, Bhutan
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<p>Restricted Access.</p>Asmamaw LeulAtsbha Hailu
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2025-02-122025-02-12221Proper Orthogonal Decomposition Surrogate Models for Simulation and Optimization of Dynamical Systems
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<p>Restricted Access.</p>Abdul Akeem AgboolaIfeyinwa Eunice
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