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Optuna Based Hyperparameter Tuning for Improving the Performance Prediction Mortality and Hospital Length of Stay for Stroke Patients
Tikaningsih, Ades
; Universitas Amikom Purwokerto
; Lestari, Puji
; Universitas Amikom Purwokerto
; Nurhopipah, Ade
; Universitas Amikom Purwokerto
; Tahyudin, Imam
; (Scopus ID: 56764427700, Universitas Amikom Purwokerto)
; Winarto, Eko
; RSUD Banyumas Polyclinic Neural
; Hassa, Nazwan
; RSUD Banyumas Polyclinic Neural
Telematika
Vol 17
, No 1
(2024)
Cardiovascular disease (CVD) stands as the foremost contributor to worldwide mortality, with strokes as part of significant CVD. Research on potential mortality risks and hospitalizations for stroke patients became crucial as a basis for evaluation to improve the quality and control of stroke patient services. Although machine learning technology has been widely used in health data analysis, understanding the relative performance and characteristics of machine learning (ML) models is still limit...
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IMANoBAS: An Improved Multi-Mode Alert Notification IoT-based Anti-Burglar Defense System
Omede, Edith Ugochi
; Edje, Abel E
; Akazue, Maureen Ifeanyi
; Utomwen, Henry
; Ojugo, Arnold Adimabua
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Burglary involves forced or unauthorized entry, which leads to damage or loss of property having monetary or emotional value and, more severely, puts lives at risk. The dire need for the safety of lives and properties has attracted so much research on burglary alert system using Internet of Things (IoT) technology. Most of the research focused on alerting the users of burglary attempts using any or a combination of two notification methods: SMS, call, and email. This study emphasizes three-mode...
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23 Sitasi
Kajian Peranan Sektor Ekonomi Basis Terhadap Produk Domestik Regional Bruto (PDRB) Kabupaten Lamongan Tahun 2022
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 2
, No 2
(2024)
The improving condition of the regional economy can be seen through economic growth, of course this cannot be separated from the support of an increase in investment value. Lamongan Regency's long-term economic development aims to increase sustainable economic growth by providing investment opportunities for investors. A good investment climate is needed by investors so that their investments have a positive impact. Regional economic development hopes to have good progress and can increase the G...
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Penerapan UU No. 18 Tahun 2008 Terhadap Etika Masyarakat Lingkungan V Kelurahan Sidorejo Dalam Membuang Sampah
Tawarika M. Pandiangan
; Alissa P. Simbolon
; Mantasia Hasibuan
; Mario Fany Manurung
; Rahmi Siregar
; Florensia Silaban
; Ramsul Nababan
; Maulana Ibrahim
Public Service And Governance Journal
Vol 5
, No 1
(2024)
Littering has become a problem for environmental hygiene and health threatening people in the red zone. It is feared that it becomes a seductive ethic. The ward head serves as a local government geographically a territory closer to the community being led. As a result of his hand being extended to assist his duty, which includes the administration of environmental order and security surveillance and the dynamics of community life has been observed and faced by the ward's head. The study was aime...
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Analysis Of Liquidity, Solvency, And Profitability Ratios In Measuring Financial Performance At PT. Bukit Asam Tbk Indonesia
Mhd. Ridho Ermansyah Lubis
; Tia Aryani Sitanggang
; Devi Mayasari
; Della Puspita
; Nina Andriany Nasution
Proceeding. of The International Conference on Business and Economics
Vol 1
, No 2
(2023)
This study aims to describe and analyze the financial performance of PT Bukit Asam Tbk Indonesia, which is reviewed using the analysis of liquidity, solvency, and profitability ratios. The analysis method used is the descriptive analysis method. The data used in this study is secondary data derived from the main website of PT Bukit Asam Tbk and focuses on the financial statements for the period 2018–2022. The results of the research analysis show that the company performance of PT Bukit Asam Tbk...
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UNMASKING FRAUDSTERS: Ensemble Features Selection to Enhance Random Forest Fraud Detection
Akazue, Maureen Ifeanyi
; Debekeme, Irene Alamarefa
; Edje, Abel Efe
; Asuai, Clive
; Osame, Ufuoma John
Journal of Computing Theories and Applications
Vol 1
, No 2
(2023)
Fraud detection is used in various industries, including banking institutes, finance, insurance, government agencies, etc. Recent increases in the number of fraud attempts make fraud detection crucial for safeguarding financial information that is confidential or personal. Many types of fraud problems exist, including card-not-present fraud, fake Marchant, counterfeit checks, stolen credit cards, and others. An ensemble feature selection technique based on Recursive feature elimination (RFE), In...
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38 Sitasi
CoSoGMIR: A Social Graph Contagion Diffusion Framework using the Movement-Interaction-Return Technique
Ojugo, Arnold Adimabua
; Ejeh, Patrick Ogholuwarami
; Akazue, Maureen Ifeanyi
; Ashioba, Nwanze Chukwudi
; Odiakaose, Christopher Chukwufunaya
; Ako, Rita Erhovwo
; Nwozor, Blessing
; Emordi, Frances Uche
Journal of Computing Theories and Applications
Vol 1
, No 2
(2023)
Besides the inherent benefits of exchanging information and interactions between nodes on a social graph, they can also become a means for the propagation of knowledge. Social graphs have also become a veritable structure for the spread of disease outbreaks. These and its set of protocols are deployed as measures to curb its widespread effects as it has also left network experts puzzled. The recent lessons from the COVID-19 pandemic continue to reiterate that diseases will always be around. Noda...
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11 Sitasi
Daya Terima dan Nilai Gizi MP-ASI Berbahan Pangan Lokal Sebagai Upaya Mencegah Stunting Anak Baduta
Jurnal Kesehatan
Vol 16
, No 3
(2023)
Introduction: Stunting is a condition of failure to thrive in children due to cronic nutritional deficiencies from inadequate complementary feeding. Local food is commonly consumed by local people in accordance with the condition of the potential resources and local wisdom of the area. The purposes this study to determine the acceptability and nutritional value (energy, protein, fat, carbohydrates, vitamin C, vitamin D, vitamin A, calcium, iron, and zinc) of complementary feeding made from local...
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Konsep Perkembangan Manusia Dalam Pemikiran Abraham Maslow Dan Implikasinya Dalam Pendidikan Islam
Jurnal Progress: Wahana kreativitas dan Intelektualitas
Vol 11
, No 2
(2023)
Problems in education are related to problems of life and human life. The educational process exists and develops in tandem with the process of human life and development. This research aims to examine the concept of human development in Abraham Maslow's thinking and its implications for Islamic education. This research is library research (literature review) using a comparative and inductive approach, namely exploring theories about human development that exist in the minds of figures and then...
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Pengaruh Substitusi Tepung Beras Dan Penambahan Puree Wortel Terhadap Tingkat Kesukaan Kue Onde-Onde Ketawa
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 2
, No 4
(2023)
Onde-onde ketawa cookies with substitution of rice flour and addition of carrot puree is one of the innovations in making dry cakes made from wheat flour with substitution of rice flour and addition of carrot puree. The aim of this research is to find out; 1) the effect of the interaction between the substitution of rice flour and the addition of carrot puree on the level of liking for onde-onde ketawa cake; 2) the effect of rice flour substitution and the addition of carrot puree on the level o...
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