AIMC Topic: Heuristics

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Application of deep learning for automatic segmentation of brain tumors on magnetic resonance imaging: a heuristic approach in the clinical scenario.

Neuroradiology Jan 26, 2021
PURPOSE: Accurate brain tumor segmentation on magnetic resonance imaging (MRI) has wide-ranging applications such as radiosurgery planning. Advances in artificial intelligence, especially deep learning (DL), allow development of automatic segmentatio...
Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Heuristics Magnetic Resonance Spectroscopy Humans Artificial Intelligence Brain Neoplasms
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The Space Between: Nature and Machine Heuristics in Evaluations of Organisms, Cyborgs, and Robots.

Cyberpsychology, behavior and social networking Jan 8, 2021
Cues delivered by agents are known to trigger mental shortcuts associated with ontological category or the kind of thing an agent is. Two such heuristics are key to considering organic and machine agents, and result in biased evaluations: the machine...
Middle Aged Robotics Heuristics Female Adult Male Cues Humans
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An integrated approach based on artificial intelligence and novel meta-heuristic algorithms to predict demand for dairy products: a case study.

Network (Bristol, England) Jan 4, 2021
This research specifically addresses the prediction of dairy product demand (DPD). Since dairy products have a short consumption period, it is important to have accurate information about their future demand. The main contribution of this research is...
Algorithms Heuristics Dairy Products Neural Networks, Computer Artificial Intelligence
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Multi-objective regression test suite optimization using three variants of adaptive neuro fuzzy inference system.

PloS one Dec 3, 2020
In the process of software development, regression testing is one of the major activities that is done after making modifications in the current system or whenever a software system evolves. But, the test suite size increases with the addition of new...
Reproducibility of Results Models, Theoretical Fuzzy Logic Algorithms Regression Analysis Heuristics
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Hybrid Harris hawks optimization with cuckoo search for drug design and discovery in chemoinformatics.

Scientific reports Sep 2, 2020
One of the major drawbacks of cheminformatics is a large amount of information present in the datasets. In the majority of cases, this information contains redundant instances that affect the analysis of similarity measurements with respect to drug d...
Machine Learning Algorithms Drug Design Humans Support Vector Machine Heuristics Cheminformatics
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Deep architectures for long-term stock price prediction with a heuristic-based strategy for trading simulations.

PloS one Oct 10, 2019
Stock price prediction is a popular yet challenging task and deep learning provides the means to conduct the mining for the different patterns that trigger its dynamic movement. In this paper, the task is to predict the close price for 25 companies e...
Time Factors Heuristics Commerce Romania Investments Neural Networks, Computer Computer Simulation Algorithms Reproducibility of Results Deep Learning
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Automatic and heuristic complete design for ANFIS classifier.

Network (Bristol, England) Aug 26, 2019
There is a variety of fuzzy classifiers, one of which is Adaptive Neuro-Fuzzy Inference system (ANFIS) classifier. One of the main challenges in designing such data classifiers is selection of effective and appropriate type and location of membership...
Fuzzy Logic Heuristics Pattern Recognition, Automated Neural Networks, Computer
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A Heuristic Approach to Overcome Architectural Barriers Using a Robotic Wheelchair.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Aug 9, 2019
The Mobility Enhancement roBotic (MEBot) wheelchair was developed to improve the safety and accessibility of wheelchair users when facing architectural barriers. MEBot uses pneumatic actuators attached to its frame and six wheels to provide curb asce...
Heuristics Wheelchairs Adult Male Middle Aged Architectural Accessibility Robotics Equipment Design Algorithms Female Aged Humans Software
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C-HMOSHSSA: Gene selection for cancer classification using multi-objective meta-heuristic and machine learning methods.

Computer methods and programs in biomedicine Jun 29, 2019
BACKGROUND AND OBJECTIVE: Over the last two decades, DNA microarray technology has emerged as a powerful tool for early cancer detection and prevention. It helps to provide a detailed overview of disease complex microenvironment. Moreover, online ava...
Databases, Factual Early Detection of Cancer Gene Expression Computer Simulation Machine Learning Heuristics Reproducibility of Results Female Software Oligonucleotide Array Sequence Analysis Sensitivity and Specificity Algorithms Predatory Behavior Humans Tumor Microenvironment Neoplasms Biomarkers, Tumor Social Behavior Computational Biology Animals Support Vector Machine Male
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Does integral affect influence intentions to use artificial intelligence for skin cancer screening? A test of the affect heuristic.

Psychology & health Mar 1, 2019
This study investigated how influences people's processing of messages about risks and benefits of using autonomous artificial intelligence (AI) technology to screen for skin cancer. We examined (emotion derived during decision making) separately ...
Humans Risk Assessment Intention Skin Neoplasms Artificial Intelligence Early Detection of Cancer Affect Adult Female Heuristics Male
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