Results 111 to 120 of about 723,870 (293)

Cost-Sensitive Decision Trees with Completion Time Requirements [PDF]

In many classification tasks, managing costs and completion times are the main concerns. In this paper, we assume that the completion time for classifying an instance is determined by its class label, and that a late penalty cost is incurred if the ...
Hung-Pin KAO, Jen TANG, Kwei TANG
core  

Optimal Sparse Decision Trees

, 2020
Decision tree algorithms have been among the most popular algorithms for interpretable (transparent) machine learning since the early 1980's. The problem that has plagued decision tree algorithms since their inception is their lack of optimality, or lack
Hu, Xiyang, Rudin, Cynthia, Seltzer, Margo   +2 more
core  

Risk Prediction with Regression in Global Software Development using Machine Learning Approach: A Comparison of Linear and Decision Tree Regression [PDF]

, 2021
Asim Iftikhar, Shahrulniza Musa, Muhammad Mansoor Alam, Rizwan Ahmed, Tariq Rahim Soomro, Mazliham Mohd Su’ud   +5 more
openalex   +1 more source

Redox‐Active Polyphenol Red Molecularly Imprinted Polymers on Porous Gold Electrodes for Ultrasensitive, AI‐Assisted Detection of Alzheimer's Biomarkers in Undiluted Biofluids

Advanced Healthcare Materials, EarlyView.
This work presents a low‐cost, reagent‐free point‐of‐care biosensor integrating redox‐active polyphenol red molecularly imprinted polymers (pPhR MIPs) on highly porous gold (HPG) electrodes for ultrasensitive detection of phosphorylated tau 181 (p‐Tau 181), an Alzheimer’s disease biomarker, in undiluted biofluids.
Sudhaunsh Deshpande, Ajith Mohan Arjun, Guoyi Liu, Kryztof Pawlak, Sanjiv Sharma   +4 more
wiley   +1 more source

Decision Tree Learning Algorithm for Classifying Knee Injury Status Using Return-to-Activity Criteria [PDF]

, 2020
Céline I. Girard, Claire E. Warren, Nicholas J. Romanchuk, Michael J. Del Bel, Sasha Carsen, Adrian D. C. Chan, Daniel L. Benoit   +6 more
openalex   +1 more source

Molecular Simulations of Polymer‐based Drug Nanocarriers: From Physical and Structural Properties to Controlled Release

Advanced Healthcare Materials, EarlyView.
Polymer‐based drug delivery systems can effectively overcome the limitations of free drugs in terms of solubility, stability, and plasma half‐life, yet their development has traditionally relied on time‐consuming trial‐and‐error approaches. This review highlights recent advances in applying molecular simulation to the design of polymer‐based drug ...
Ping Gao, Xin Jiang, Jinyu Li, Julien Nicolas, Tâp Ha‐Duong   +4 more
wiley   +1 more source

Smart Catheters for Diagnosis, Monitoring, and Therapy

Advanced Healthcare Materials, EarlyView.
This study presents a comprehensive review of smart catheters, an emerging class of medical devices that integrate embedded sensors, robotics, and communication systems, offering increased functionality and complexity to enable real‐time health monitoring, diagnostics, and treatment. Abstract This review explores smart catheters as an emerging class of
Azra Yaprak Tarman, Samiha Ahmed, Majed Othman Althumayri, Megan Guy, Darlenne Chavez Lugo, Frances S. Ligler, George T. Ligler, Rahmi Oklu, Hiroshi Kawahira, Michael J. McShane, Jun Kameoka, Jonathan Bova, Hatice Ceylan Koydemir   +12 more
wiley   +1 more source

Harnessing the Power of Choices in Decision Tree Learning [PDF]

, 2023
Guy Blanc, Jane Lange, Chirag Pabbaraju, Colin E. Sullivan, Li-Yang Tan, Mohit Tiwari   +5 more
openalex   +1 more source

Hierarchically MOF‐Based Porous Monolith Composites for Atmospheric Water Harvesting

Advanced Materials, EarlyView.
This review explores the design of hierarchical porous materials for atmospheric water harvesting, focusing on metal‐organic frameworks (MOFs) and porous monoliths. Emphasis is placed on integrating MOF nanoscale porosity with the microscale channels of monolithic scaffolds to enhance sorption‐desorption performance.
Mahyar Panahi‐Sarmad, Tianyu Guo, Seyyed Alireza Hashemi, Ahmadreza Ghaffarkhah, Stefan Wuttke, Mohammad Arjmand, Orlando J. Rojas, Feng Jiang   +7 more
wiley   +1 more source

Comparison Of Lung Cancer Classification Using Decision Tree And Random Forest

Komputika
Kanker paru-paru merupakan penyebab utama kematian akibat kanker di berbagai usia, dengan faktor risiko seperti merokok, polusi udara, dan penyakit kronis. Kanker paru-paru ditandai oleh pertumbuhan sel tidak terkendali di jaringan paru-paru, yang dapat
Rabiatul Adawiyah, Dwi Cahya Julia Kartikasari   +1 more
doaj   +1 more source