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Penentuan Metode Augmentasi pada CNN Berdasarkan Metode Optimasi Fox untuk Klasifikasi Citra Ikan
Wahyudi, Firman
; Nugraini, Siti Hadiati
; Soeleman, Arief
; Pramunendar, Ricardus Anggi
; Andono, Pulung Nurtantio
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Automatic identification of fish species plays an important role in various fields such as conservation biology, fisheries management, and biological research. The Convolutional Neural Network (CNN) method has become an effective solution for automating this process using digital images. However, achieving high accuracy requires careful consideration of factors such as the quantity and quality of data, image preprocessing methods, feature extraction techniques, classification algorithms, and opt...
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Exploration of Differences In Students Creative Thinking Abilities Viewed from Perspective Gender and Domicile: Rasch Model Analysis
JOURNAL OF BIOLOGY LEARNING
Vol 7
, No 2
(2025)
The purpose of this study was to explore differences in students creative thinking abilities based on gender and domicile. The research method used was descriptive quantitative. Sampling used proportional random sampling technique at Public Junior High Schools in South Konawe Regency. The research instrument used a creative thinking test as primary data. The data analysis technique used the winsteps program with scalogram analysis. The results showed that female students tended to be superior in...
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Integrasi Metode Weighted Product (WP) dan Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) untuk Pendukung Keputusan Penentuan Asisten Dosen
Muthmainnah, Aindri Rizky
; Pamput, Jessicha Putrianingsih
; Adiba, Fhatiah
; Surianto, Dewi Fatmarani
; Nasrullah, Asmaul Husnah
; Budiarti, Nur Azizah Eka
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
The selection of teaching assistants requires an objective and effective decision-making system. This study designs a decision support system for selecting assistants in the Algorithm and Basic Programming course at JTIK, Universitas Negeri Makassar, by integrating the Weighted Product (WP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) methods. WP assigns weights to evaluation criteria, while TOPSIS identifies the best candidates based on positive and negative ideal...
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Pengenalan Karakter Tulisan Tangan pada Dokumen Berita Acara Bimbingan Skripsi menggunakan Preprocessing dan YOLOv8
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Handwritten character recognition is one of the challenges in the field of digital image processing, especially in academic documents such as thesis guidance minutes. This study aims to compare the performance of the YOLOv8 model in detecting handwritten characters on two types of datasets, namely original images and preprocessed images. Preprocessing is carried out through the stages of grayscale, CLAHE, Gaussian blur, adaptive thresholding Gaussian, dilation, and erosion. Labels in the preproc...
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The Effect of Adding Turmeric Powder (Curcuma domestica Val.) and Patin Fish (Pangasius sp.) on the Physical, Chemical, and Preference Level of Fish Balls
Journal of Food and Agricultural Product
Vol 5
, No 2
(2025)
Turmeric is a spice that contains curcuminoid compounds with various benefits for body health. Meatballs are a food that is loved by the community and is generally made from beef. Beef has high levels of cholesterol and saturated fatty acids. The use of catfish has the advantage of being cheaper and lower in cholesterol and the addition of turmeric is expected to produce meatballs that have antioxidant activity. The purpose of that study was to determine the effect of the addition of turmeric p...
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Pentingnya Packaging Yang Menarik Dan Digital Marketing Pada Kerupuk Lala 73
Fajrie, Mahfudlah
; Permatasari, Citra
; Zahro, Nafissatus
; Artalopa, Ryan
; Fibrian Noor, Isnan
; Putri Zuniawati, Eka
; Rizqi Afrizal, Edo
; Nur Asri, Miftakhul Huda
; Bahrul Ilmi, Muhammad
; Fatkhurridlo Mahendra, Muhammad
; Tiyas, Puspitaning
; Khalif Akbar, Tyas Wahyudi
; Rizieq Hussain, Muhammad
; Rohmah, Ainur
; Fathur Rohman, Muhammad Zidan
; Amanda, Lisna
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Usaha Mikro Kecil dan Menengah (UMKM) memiliki peran krusial dalam perekonomian Indonesia, namun masih menghadapi kendala dalam aspek pemasaran dan branding produk. Salah satu tantangan yang dihadapi oleh UMKM di Desa Kalipucang Wetan, Kecamatan Welahan, adalah minimnya inovasi dalam desain kemasan serta kurangnya pemanfaatan strategi pemasaran digital. Penelitian ini bertujuan untuk meningkatkan daya tarik produk UMKM, khususnya Kerupuk Lala 73, dengan mengembangkan desain kemasan yang lebih me...
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The effect of learning styles on senior high school students’ mathematical abstraction ability: A study at SMA N 11 Semarang
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
This study addresses the low level of mathematical abstraction ability among students at SMA Negeri 11 Semarang, as identified through a preliminary investigation. To overcome this issue, the Multi-Representation Discourse Model supported by performance-based assessment was employed, with the aim of enhancing students' abstraction capabilities. The primary objective of this research is to examine the influence of students’ learning styles on their mathematical abstraction ability. A quantitative...
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Physics-Informed Neural Network with Thevenin Equivalent Circuit for Accurate SOC Li-ion Battery Estimation
Apribowo, Chico Hermanu Brillianto
; Ashidqi, Muhamad Dzaky
; Arifin, Zainal
; Santoso , Henry Probo
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 4
(2025)
Accurate state of charge (SOC) estimation is essential for the safety, performance, and longevity of lithium-ion batteries. Physics-based models such as equivalent circuit models (ECMs) are computationally efficient but struggle under nonlinear and time-varying conditions, whereas purely data-driven approaches often lack interpretability. This study proposes a hybrid framework that integrates a physics-informed neural network (PINN) with a first-order Thevenin ECM for dynamic SOC estimation usin...
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PEMBERDAYAAN KELOMPOK 'AISYIYAH DALAM PENCEGAHAN DAN PENANGANAN KEBAKARAN DI KECAMATAN KEDUNGTUBAN
Alfia Magfirona
; Nabil Belantara Kusuma
; Arinda Soraya Putri
; Fadhilla Tri Nugrahaini
; Tsulis Iq'bal Khairul Amar
; Syakir Maghfuri
; Mochammad Geraldy
; Indra Wahyu Nusantara
; Muhammad Ghofar Shidiq
; Nila Kusuma Ayu Lestari
Empowerment Journal
Vol 5
, No 2
(2025)
'Aisyiyah's group empowerment programme in Kedungtuban Sub-district, Blora Regency, was motivated by the high number of fires and the low disaster literacy of the community, especially women. This research aims to increase the community's capacity in fire prevention and management through an educative and participatory approach. The method used was a combination of participatory education and action research, which included socialisation, training, simulation and evaluation. The results of the a...
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Community Empowerment Through Digital Branding: Enhancing Pulau Ketam's Seafood and Herbal Product Marketing
Proceeding. of The International Conference on Business and Economics
Vol 3
, No 2
(2025)
Pulau Ketam, a small fishing village in Selangor, Malaysia, faces persistent economic challenges despite its abundance of marine resources and longstanding tradition of herbal knowledge. Limited access to modern markets, dependence on middlemen, and a lack of digital literacy have restricted the community’s ability to fully benefit from its local assets. This study aims to explore the implementation of digital branding strategies as a means of empowering local communities and strengthening the m...
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