Results 51 to 60 of about 31,619 (193)

Machine Learning for Predictive Modeling in Nanomedicine‐Based Cancer Drug Delivery

Med Research, EarlyView.
The integration of AI/ML into nanomedicine offers a transformative approach to therapeutic design and optimization. Unlike conventional empirical methods, AI/ML models (such as classification, regression, and neural networks) enable the analysis of complex clinical and formulation datasets to predict optimal nanoparticle characteristics and therapeutic
Rohan Chand Sahu, Sanchit Arora, Dinesh Kumar, Ashish Kumar Agrawal   +3 more
wiley   +1 more source

Comparative Analysis of C4.5 and Random Forest for Analyzing Factors Affecting Undergraduate Students’ Final Project Completion in Higher Education

Journal of Innovation Information Technology and Application
This study analyzes factors influencing students’ final project completion status in a higher education context using six classification models: C4.5, Random Forest (RF), C4.5 with SMOTE, RF with SMOTE, Cost-Sensitive Random Forest (RF-CS), and Cost ...
Nelci Dessy Rumlaklak, Derwin Rony Sina, Tifanny Sooai   +2 more
doaj   +1 more source

Comparison of Online and Offline Learning During The COVID-19 Pandemic using Naïve Bayes Method and C4.5

Berkala Sainstek, 2023
Learning is a process of interaction between educators and students who meet the elements of learning carried out in an educational environment, so that learning can develop student’s abilities, interests and talents optimally. In today's era learning is
Andini Cahya Aulia, Mohamat Fatekurohman, I Made Tirta   +2 more
doaj   +1 more source

Extension of Decision Tree Algorithm for Stream Data Mining Using Real Data [PDF]

, 2009
Recently, because of increasing amount of data in the society, data stream mining targeting large scale data has attracted attention. The data mining is a technology of discovery new knowledge and patterns from the massive amounts of data, and what the ...
Ise, Masayuki, Konishi, Osamu, Minegishi, Tatsuya, Niimi, Ayahiko   +3 more
core  

Generation cycles in experimental populations of a multivoltine insect

Journal of Animal Ecology, EarlyView.
Although theory suggests various mechanisms by which environmental and ecological factors may drive generational fluctuations, our field‐cage experiment is the first to demonstrate how internal dynamics and external disturbances jointly produce synchronised, large‐scale outbreak cycles.
Takehiko Yamanaka, Yasushi Sato, William A. Nelson, Ottar N. Bjørnstad   +3 more
wiley   +1 more source

Analisis Kepuasan Pelanggan Menggunakan Algoritma C4.5

Jurnal Teknik Informatika UNIKA Santo Thomas, 2022
Gas Lpg merupakan  bahan bakar  yang ditetapkan pemerintah  dan  didistribusikan oleh oleh pangkalan untuk disalurkan kepada masyarakat, yang terkadang belum mengetahui tingkat kepuasan para pelanggan. Berdasarkan data yang di analisis pada tingkat kepuasan pelanggan dapat di ambil atribut berupa pelayanan, fasilitas dan kualitas produk yang ...
Mezi Adriansa, Liza Yulianti, Lena Elfianty   +2 more
openaire   +1 more source

A Novel Topical Emollient Plus for Canine Atopic Dermatitis: A Clinical Trial Assessing Efficacy and User Acceptance

Veterinary Dermatology, EarlyView.
Background: Canine atopic dermatitis (cAD) is a common, chronic skin condition characterised by epidermal barrier dysfunction, immune dysregulation and cutaneous dysbiosis. While “emollient plus” formulations are widely used in human atopic dermatitis, their role in cAD remains underexplored. Hypothesis/Objectives: To evaluate the clinical efficacy and
Beatriz Fernandes, António Caldeira Mendes, Susana Paula Alves, Vanessa Schmidt, Ana Filipa Bizarro, Marta Pinto, Hugo Pereira, Joana Marto, Ana Mafalda Lourenço   +8 more
wiley   +1 more source

PEMILIHAN ATRIBUT PADA ALGORITMA C4.5 MENGGUNAKAN PARTICLE SWARM OPTIMIZATION UNTUK MENINGKATKAN AKURASI PREDIKSI DIAGNOSIS PENYAKIT LIVER

Pilar Nusa Mandiri, 2019
Hati adalah organ vital manusia yang memiliki fungsi kompleks dan beragam, salah satunya adalah dengan menjaga kebutuhan organ dalam tubuh, khususnya otak, karena otak adalah fungsi hati yang kompleks, oleh karena itu, kesehatan hatipun perlu ...
Elah Nurlelah, M. Sukrisno Mardiyanto
doaj   +1 more source

Development of an integrated low-power RF partial discharge detector [PDF]

, 2009
This paper presents the results from integrating a low-power partial discharge detector with a wireless sensor node designed for operating as part of an IEEE 802.15.4 sensor network, and applying an on-line classifier capable of classifying partial ...
Baker, P.C., Judd, M.D., McArthur, S.D.J., Stephen, B.   +3 more
core   +1 more source

Identification of Poison using C4.5 Algorithm

International Journal of Scientific Research in Science, Engineering and Technology, 2020
Data mining is the task of discovering interesting patterns from large amounts of data where the data can be stored in databases, data warehouses or other information repositories. This can be viewed as a result of the natural evolution of information technology. The key point is that data mining is the application of these and other AI and statistical
Lai Lai Yee, Myo Ma Ma
openaire   +1 more source