Results 71 to 80 of about 23,350 (290)

PREDICTION OF SURVIVAL OF HEART FAILURE PATIENTS USING RANDOM FOREST

open access: yesPilar Nusa Mandiri, 2020
Human survival, one of the roles that is controlled by the heart, makes the heart need to be guarded and be aware of its damage. Heart failure is the final stage of all heart disease.
Sri Rahayu   +5 more
doaj   +1 more source

Performance comparisons of AE-XGB-SMOTE-CGAN and related methods.

open access: yes
Performance comparisons of AE-XGB-SMOTE-CGAN and related methods.
HaiChao Du (18114974)   +3 more
core   +1 more source

Komparasi Algoritma Naïve Bayes dan Support Vector Machine (SVM) pada Analisis Sentimen Capcut [PDF]

open access: yes
Capcut adalah platform pengeditan video yang dapat digunakan pada smartphone Android, PC, dan browser. Dengan fitur-fiturnya yang inovatif dan kreatif, Capcut terus berupaya untuk meningkatkan kualitas layanannya melalui update berkala.
Zai, Charles, Isnain, Auliya Rahman
core   +1 more source

Sound Financial Practices and Entrepreneurs' Socio‐Environmental Commitment: Revealing the Role of Financial Barriers

open access: yesBusiness Strategy and the Environment, EarlyView.
ABSTRACT Small enterprises (SEs) constitute a major component of economic systems, and their socio‐environmental commitment is critical for promoting societal well‐being. This paper examines the direct effect of sound financial practices on socio‐environmental commitment and evaluates the mediating role of financial constraints—specifically debt and ...
Marcos Álvarez‐Espiño   +2 more
wiley   +1 more source

Enhancing classification performance of multi-class imbalanced data using the OAA-DB algorithm [PDF]

open access: yes, 2012
In data classification, the problem of imbalanced class distribution has attracted many attentions. Most efforts have used to investigate the problem mainly for binary classification.
Wong, K.W.   +3 more
core   +1 more source

Making Value‐Chain Risks Visible: Extending ENCORE for Systemic Insights

open access: yesBusiness Strategy and the Environment, EarlyView.
ABSTRACT Businesses in all sectors, including downstream segments, depend on biodiversity and the ecosystem services it sustains, yet firms also exert pressures that accelerate biodiversity loss. The latter generates material risks for both companies and their financial stakeholders.
Hjalmar Funke   +3 more
wiley   +1 more source

IMPROVING PERFORMANCE FOR IMBALANCED DATA CLASSIFICATION USING OVERSAMPLING AND CHARACTERISTICS OF EACH CLUSTER

open access: yesTạp chí Khoa học
This paper proposes a method to enhance the effectiveness of classifying imbalanced data. The main contribution of the method is integrating the K-means clustering algorithm and the minority oversampling technique VCIR to generate synthetic samples that ...
Phan Anh Phong, Le Van Thanh
doaj   +1 more source

Using Machine Learning to Predict Corporate Environmental Violation: A Stakeholder Pressure Perspective

open access: yesBusiness Strategy and the Environment, EarlyView.
ABSTRACT Predicting corporate environmental violations remains a key challenge in practice and in environmental governance research. However, existing studies have largely focused on ex post associations between stakeholder pressures and realized environmental violations, offering limited insight into whether stakeholder pressures can be used ex ante ...
Xiaolan Chen   +4 more
wiley   +1 more source

Perbandingan Kinerja Algoritma KNN dan SVM Menggunakan SMOTE untuk Klasifikasi Penyakit Diabetes

open access: yesJurnal Nasional Teknik Elektro dan Teknologi Informasi
Diabetes seringkali tidak terdeteksi atau didiagnosis terlambat. Hal ini dapat menyebabkan berbagai komplikasi serius, seperti kerusakan organ, stroke, dan penyakit jantung.
Asri Mulyani   +2 more
doaj   +1 more source

Strategic Shift to Sustainable Competitive Advantage With Biodiversity Purpose: An Adaptive Capacity Approach

open access: yesCorporate Social Responsibility and Environmental Management, EarlyView.
ABSTRACT Drawing on adaptive capacity research, this study provides an assessment of the sustainable competitive advantage of a strategic shift with social purpose, leveraging green revenue to drive biodiversity outcomes. The study employs panel regression analysis on a distinctive dataset for the period 2015–2024, focusing on S&P 1500 firms. Using the
Post Raj Pokharel   +1 more
wiley   +1 more source

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