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Integrating Hybrid Statistical and Unsupervised LSTM-Guided Feature Extraction for Breast Cancer Detection
Setiadi, De Rosal Ignatius Moses
; Ojugo, Arnold Adimabua
; Pribadi, Octara
; Kartikadarma , Etika
; Setyoko, Bimo Haryo
; Widiono, Suyud
; Robet, Robet
; Aghaunor, Tabitha Chukwudi
; Ugbotu, Eferhire Valentine
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Breast cancer is the most prevalent cancer among women worldwide, requiring early and accurate diagnosis to reduce mortality. This study proposes a hybrid classification pipeline that integrates Hybrid Statistical Feature Selection (HSFS) with unsupervised LSTM-guided feature extraction for breast cancer detection using the Wisconsin Diagnostic Breast Cancer (WDBC) dataset. Initially, 20 features were selected using HSFS based on Mutual Information, Chi-square, and Pearson Correlation. To addres...
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Pengaruh Kebijakan Promosi dan Harga Tiket Masuk Terhadap Keputusan Wisatawan Berkunjung di Objek Wisata Candi Gedong Songo Kabupaten Semarang
Sugiyanto Sugiyanto
; Agustin Tri Hastuti
; Inggris Yossi Pranatika
; Siti Amri Alimatul Muflikhah
; Mohammad Syafrizal Affandi
Public Service And Governance Journal
Vol 6
, No 2
(2025)
Gedong Songo Temple is a Hindu cultural relic from the Sanjaya Dynasty era which was discovered in 1804 and is located at an altitude of 1,220 to 1,310 meters above sea level. The Minister of Education and Culture designated Gedong Songo Temple as a National Ranked Cultural Heritage Area in 2015 whose preservation must be maintained, including preserving the natural beauty around the Gedong Songo Temple area. This research is to explain the influence of promotional policies and entrance ticket...
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Optimalisasi Penerimaan Pajak BPHTB di Kabupaten Sikka: Analisis Implementasi dan Tantangan
DHARMA EKONOMI
Vol 32
, No 1
(2025)
Bea Perolehan Hk Atas Tanah dan Bangunan (BPHTB) is one of the main sources of Regional Original Income (PAD) which is managed by the Sikka Regency Regional Revenue Agency (Bapenda). This research aims to analyze the optimization of BPHTB acceptance. The research method used is a qualitative approach with data collection techniques through interviews, observation and documentation studies. The research results show that the optimization efforts carried out, such as collaboration with notaries/PP...
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Analisis Peran Akumulasi Modal dalam Pertumbuhan Ekonomi: Faktor-Faktor Pendorong Pertumbuhan Ekonomi di Indonesia
Herlina Reva Carita
; Haura Khalisa Hakim
; Raden Naufal Hilmi Saputra
; Ni Komang Mia Fabiola
; Izzan Shulhan Albar
; Vanessa Azahra Rohman
; Ahmad Setiawan Nuraya
DHARMA EKONOMI
Vol 32
, No 1
(2025)
Economic growth is a complex process influenced by various factors, one of which is capital accumulation. Capital accumulation plays a crucial role in increasing production capacity, creating employment opportunities, and enhancing labor productivity. This study analyzes the role of capital accumulation in Indonesia’s economic growth by highlighting key factors contributing to national output expansion. Using the growth accounting approach and neoclassical growth theory, this research confirms t...
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Efektifitas Model Inquiry Social Complexcity (ISC) untuk Meningkatkan Keterampilan Berpikir Kritis di Sekolah Dasar
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 2
(2025)
Abstract. This study aims to determine how effective the Inquiry Social Complexity (ISC) model is in increasing critical thinking in elementary schools. The Inquiry Social Complexity (ISC) learning model is a way of learning that focuses on the use of critical thinking and social complexity to identify and resolve dilemmas. Critical intelligence means cognitive skills that demonstrate a high level of thinking skills, involving analysis, drawing conclusions, and assessing the problem-solving proc...
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The Influence Of Mathematical Concept Understanding Ability, Mathematical Reasoning Ability And Problem Solving Ability On Students' Computational Thinking Ability
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 1
(2025)
This research examines how conceptual comprehension, mathematical reasoning, and problem solving affect computational thinking. 122 students from class XI SMA Negeri 1 Pematang Siantar were given essay assessments on conceptual comprehension, mathematical reasoning, problem solving, and computational thinking. AMOS version 21 was used to analyze the test using Structural Equation Modeling (SEM). This study found that conceptual understanding, mathematical reasoning, and problem solving have a po...
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Pengaruh Stres Kerja dan Organizational Behavior (OBC) Terhadap Kinerja Personel Satlantas Aceh Besar dalam Menekan Angka Kecelakaan Lalu Lintas
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 2
(2025)
In an effort to reduce the number of work accidents, Satlantas members as the responsible party need to maintain their performance in the field. However, in reality, performance can be influenced by other variables such as work stress and OCB. This will affect the results and quality of performance carried out. The purpose of this study was to determine the relationship and influence between two variables, namely work stress (X1) and OCB (X2) on the performance (Y) of Satlantas Aceh Besar member...
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Remote Sensing Assessment of Tourism's Groundwater Consumption: Evapotranspiration Analysis in the Northern Piedmont of the Western High Atlas, Morocco
Ait Zamzami, Hamza
; Elaanzouli, Mohammed
; ZAHRANI, Ayoub
; Boumeaza, Oumaima
; Aachrine, Brahim
; Saidi, Jamila
; Musiyam, Muhammad
; Boumeaza, Taieb
Forum Geografi
Vol 39
, No 1
(2025)
In semi-arid regions facing escalating water scarcity, tourism development poses critical risks to groundwater sustainability. This study examines the exploitation of groundwater resources by tourism infrastructure in the northern piedmont of Morocco’s Western High Atlas, aiming to quantify withdrawals and assess their long-term viability. By integrating satellite-derived evapotranspiration (WaPOR) and precipitation (CHIRPS) data with field surveys of tourism investments, we analyzed irrigation...
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Electric Exercise Bike untuk Terapi Struk Ringan
Journal of Health Technology and Public Health
Vol 2
, No 2
(2025)
Rheumatoid arthritis (RA) is an autoimmune disease that causes chronic inflammation in the joints, causing pain, swelling, and limited movement. Heat therapy is one of the effective methods to relieve RA symptoms because it can improve blood circulation, relax muscles, and reduce joint stiffness. This study designed and analyzed an Arduino IDE-based rheumatic therapy device with two main features: a waist heater using a DC Heater and a back electrostimulator through the L298N module. The device...
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DESAIN POSTER TEKNIK OVERLAPPING DENGAN PENDEKATAN ANALISIS EKSPERIMENTAL
Citrakara
Vol 7
, No 1
(2025)
Desain poster merupakan salah satu media komunikasi visual untuk menyampaikan dalam bentuk pameran desain. Visual Information Design Association of Korea (VIDAK) merupakan salah satu asosiasi yang secara reguler menyelenggarakan pameran poster. Dalam penelitian ini dilakukan pengkajian terhadap proses berpikir dalam perancangan poster dengan teknik overlapping. Hasil eksperimen perancangan poster akan diukur dengan metode eksperimental yang kemudian dilakukan pengujian terhadap responden dan pen...
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