AIMC Topic: Heuristics
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Parameter identification of robot manipulators: a heuristic particle swarm search approach.
PloS one
Jun 3, 2015
Parameter identification of robot manipulators is an indispensable pivotal process of achieving accurate dynamic robot models. Since these kinetic models are highly nonlinear, it is not easy to tackle the matter of identifying their parameters. To so...
A general proof of consistency of heuristic classification for cognitive diagnosis models.
The British journal of mathematical and statistical psychology
Apr 15, 2015
The Asymptotic Classification Theory of Cognitive Diagnosis (Chiu et al., 2009, Psychometrika, 74, 633-665) determined the conditions that cognitive diagnosis models must satisfy so that the correct assignment of examinees to proficiency classes is g...
A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics data.
BMC genomics
Jan 15, 2015
BACKGROUND: Investigations into novel biomarkers using omics techniques generate large amounts of data. Due to their size and numbers of attributes, these data are suitable for analysis with machine learning methods. A key component of typical machin...
Enhancing Clinical Decision Support: A Heuristic Evaluation of Explainable AI in Healthcare Dashboards.
Studies in health technology and informatics
May 15, 2025
Explainable Artificial Intelligence (XAI) is crucial for enhancing transparency, interpretability and actionability of AI systems, particularly in healthcare. The SAD XAI Dashboard, a clinical decision support (CDS) tool for sepsis-associated deliriu...
Design of an interface to communicate artificial intelligence-based prognosis for patients with advanced solid tumors: a user-centered approach.
Journal of the American Medical Informatics Association : JAMIA
Dec 22, 2023
OBJECTIVES: To design an interface to support communication of machine learning (ML)-based prognosis for patients with advanced solid tumors, incorporating oncologists' needs and feedback throughout design.
Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning.
Journal of the American Medical Informatics Association : JAMIA
Nov 17, 2023
OBJECTIVE: Use heuristic, deep learning (DL), and hybrid AI methods to predict semantic group (SG) assignments for new UMLS Metathesaurus atoms, with target accuracy ≥95%.
An improved ant colony algorithm for integrating global path planning and local obstacle avoidance for mobile robot in dynamic environment.
Mathematical biosciences and engineering : MBE
Aug 25, 2022
To improve the path optimization effect and search efficiency of ant colony optimization (ACO), an improved ant colony algorithm is proposed. A collar path is generated based on the known environmental information to avoid the blindness search at ear...
Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics.
Database : the journal of biological databases and curation
Jul 1, 2022
The identification of chemicals in articles has attracted a large interest in the biomedical scientific community, given its importance in drug development research. Most of previous research have focused on PubMed abstracts, and further investigatio...
Effective method for detecting error causes from incoherent biological ontologies.
Mathematical biosciences and engineering : MBE
May 19, 2022
Computing the minimal axiom sets (MinAs) for an unsatisfiable class is an important task in incoherent ontology debugging. Ddebugging ontologies based on patterns (DOBP) is a pattern-based debugging method that uses a set of heuristic strategies base...
Predicting enhancer-promoter interactions by deep learning and matching heuristic.
Briefings in bioinformatics
Jul 20, 2021
Enhancer-promoter interactions (EPIs) play an important role in transcriptional regulation. Recently, machine learning-based methods have been widely used in the genome-scale identification of EPIs due to their promising predictive performance. In th...
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