AIMC Topic: Heuristics

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MCN portfolio: An efficient portfolio prediction and selection model using multiserial cascaded network with hybrid meta-heuristic optimization algorithm.

Network (Bristol, England) May 8, 2024
Generally, financial investments are necessary for portfolio management. However, the prediction of a portfolio becomes complicated in several processing techniques which may cause certain issues while predicting the portfolio. Moreover, the error an...
Humans Neural Networks, Computer Financial Management Heuristics Investments Algorithms Forecasting
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Evaluating Urine Cytology Slide Digitization Efficiency: A Comparative Study Using an Artificial Intelligence-Based Heuristic Scanning Simulation and Multiple Z-Plane Scanning.

Acta cytologica Apr 22, 2024
INTRODUCTION: Digitizing cytology slides presents challenges because of their three-dimensional features and uneven cell distribution. While multi-Z-plane scan is a prevalent solution, its adoption in clinical digital cytopathology is hindered by pro...
Image Interpretation, Computer-Assisted Urine Urinalysis Artificial Intelligence Urothelium Algorithms Cytodiagnosis Humans Reproducibility of Results Heuristics Urinary Bladder Neoplasms
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Advanced hybrid attention-based deep learning network with heuristic algorithm for adaptive CT and PET image fusion in lung cancer detection.

Medical engineering & physics Mar 4, 2024
Lung cancer is one of the most deadly diseases in the world. Lung cancer detection can save the patient's life. Despite being the best imaging tool in the medical sector, clinicians find it challenging to interpret and detect cancer from Computed Tom...
Heuristics Positron-Emission Tomography Humans Deep Learning Algorithms Lung Neoplasms Tomography, X-Ray Computed
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Do large language models show decision heuristics similar to humans? A case study using GPT-3.5.

Journal of experimental psychology. General Feb 8, 2024
A Large Language Model (LLM) is an artificial intelligence system trained on vast amounts of natural language data, enabling it to generate human-like responses to written or spoken language input. Generative Pre-Trained Transformer (GPT)-3.5 is an e...
Humans Artificial Intelligence Language Affect Communication Heuristics
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Continuous Atrial Fibrillation Monitoring From Photoplethysmography: Comparison Between Supervised Deep Learning and Heuristic Signal Processing.

JACC. Clinical electrophysiology Feb 7, 2024
BACKGROUND: Continuous monitoring for atrial fibrillation (AF) using photoplethysmography (PPG) from smartwatches or other wearables is challenging due to periods of poor signal quality during motion or suboptimal wearing. As a result, many consumer ...
Photoplethysmography Monitoring, Physiologic Humans Deep Learning Heuristics Atrial Fibrillation
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Modified Meta Heuristic BAT with ML Classifiers for Detection of Autism Spectrum Disorder.

Biomolecules Dec 29, 2023
ASD (autism spectrum disorder) is a complex developmental and neurological disorder that impacts the social life of the affected person by disturbing their capability for interaction and communication. As it is a behavioural disorder, early treatment...
Quality of Life Autism Spectrum Disorder Adolescent Humans Adult Benchmarking Algorithms Heuristics
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AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach.

BMC medical informatics and decision making Dec 1, 2023
BACKGROUND: Automated coaches (eCoach) can help people lead a healthy lifestyle (e.g., reduction of sedentary bouts) with continuous health status monitoring and personalized recommendation generation with artificial intelligence (AI). Semantic ontol...
Information Storage and Retrieval Semantics Algorithms Heuristics Humans Artificial Intelligence
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An event-triggered collaborative neurodynamic approach to distributed global optimization.

Neural networks : the official journal of the International Neural Network Society Oct 19, 2023
In this paper, we propose an event-triggered collaborative neurodynamic approach to distributed global optimization in the presence of nonconvexity. We design a projection neural network group consisting of multiple projection neural networks coupled...
Heuristics Neural Networks, Computer
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Enhancing percutaneous coronary intervention with heuristic path planning and deep-learning-based vascular segmentation.

Computers in biology and medicine Oct 4, 2023
Percutaneous coronary intervention (PCI) is a minimally invasive technique for treating vascular diseases. PCI requires precise and real-time visualization and guidance to ensure surgical safety and efficiency. Existing mainstream guiding methods rel...
Deep Learning Percutaneous Coronary Intervention Heuristics Coronary Vessels Male Middle Aged Algorithms Female Humans
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Forecasting actual evapotranspiration without climate data based on stacked integration of DNN and meta-heuristic models across China from 1958 to 2021.

Journal of environmental management Sep 7, 2023
As a non-linear phenomenon that varies along with agro-climatic conditions alongside many other factors, Evapotranspiration (ET) process represents a complexity when be assessed especially if there is a data scarcity in the weather data. However, eve...
China Random Forest Heuristics Neural Networks, Computer Machine Learning
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