AIMC Topic: Travel

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Identification of COVID-19 can be quicker through artificial intelligence framework using a mobile phone-based survey when cities and towns are under quarantine.

Infection control and hospital epidemiology Mar 3, 2020
We propose the use of a machine learning algorithm to improve possible COVID-19 case identification more quickly using a mobile phone-based web survey. This method could reduce the spread of the virus in susceptible populations under quarantine.
Cities Quarantine Coronavirus Infections Risk Assessment China Health Surveys Cell Phone Betacoronavirus Pneumonia, Viral Early Diagnosis Symptom Assessment Travel Humans Machine Learning Pandemics COVID-19 SARS-CoV-2
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Gender and active travel: a qualitative data synthesis informed by machine learning.

The international journal of behavioral nutrition and physical activity Dec 21, 2019
BACKGROUND: Innovative approaches are required to move beyond individual approaches to behaviour change and develop more appropriate insights for the complex challenge of increasing population levels of activity. Recent research has drawn on social p...
Humans Young Adult Adult Male Machine Learning Female Aged Sex Distribution Child Middle Aged United Kingdom Qualitative Research Travel Adolescent
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Assessment of factors affecting tourism satisfaction using K-nearest neighborhood and random forest models.

BMC research notes Nov 19, 2019
OBJECTIVE: This study aimed to identify factors affecting the satisfaction of tourists traveling to the city of Hamadan as Asian urban tourism capital in 2018. The data a random sample of 300 tourists were collected using a designed questionnaire. We...
Iran Travel Surveys and Questionnaires Cities Personal Satisfaction Machine Learning Female Aged Adult Male Humans Middle Aged
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Multi-features taxi destination prediction with frequency domain processing.

PloS one Mar 22, 2018
The traditional taxi prediction methods model the taxi trajectory as a sequence of spatial points. It cannot represent two-dimensional spatial relationships between trajectory points. Therefore, many methods transform the taxi GPS trajectory into a t...
Travel Transportation Geographic Information Systems Image Processing, Computer-Assisted Automobiles Humans Neural Networks, Computer Algorithms Forecasting
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An Application of Self-Organizing Map for Multirobot Multigoal Path Planning with Minmax Objective.

Computational intelligence and neuroscience Jun 2, 2016
In this paper, Self-Organizing Map (SOM) for the Multiple Traveling Salesman Problem (MTSP) with minmax objective is applied to the robotic problem of multigoal path planning in the polygonal domain. The main difficulty of such SOM deployment is dete...
Humans Robotics Motion Pattern Recognition, Automated Neural Networks, Computer Artificial Intelligence Algorithms Space Perception Travel
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A Collaborative Location Based Travel Recommendation System through Enhanced Rating Prediction for the Group of Users.

Computational intelligence and neuroscience Mar 16, 2016
Rapid growth of web and its applications has created a colossal importance for recommender systems. Being applied in various domains, recommender systems were designed to generate suggestions such as items or services based on user interests. Basical...
Internet Travel Software Algorithms Artificial Intelligence Models, Theoretical
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List-Based Simulated Annealing Algorithm for Traveling Salesman Problem.

Computational intelligence and neuroscience Mar 13, 2016
Simulated annealing (SA) algorithm is a popular intelligent optimization algorithm which has been successfully applied in many fields. Parameters' setting is a key factor for its performance, but it is also a tedious work. To simplify parameters sett...
Neural Networks, Computer Algorithms Travel
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Solving the Traveling Salesman's Problem Using the African Buffalo Optimization.

Computational intelligence and neuroscience Jan 10, 2016
This paper proposes the African Buffalo Optimization (ABO) which is a new metaheuristic algorithm that is derived from careful observation of the African buffalos, a species of wild cows, in the African forests and savannahs. This animal displays unc...
Humans Problem Solving Travel Animals Neural Networks, Computer Models, Theoretical Algorithms Buffaloes Computer Simulation
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The Edge-Disjoint Path Problem on Random Graphs by Message-Passing.

PloS one Dec 28, 2015
We present a message-passing algorithm to solve a series of edge-disjoint path problems on graphs based on the zero-temperature cavity equations. Edge-disjoint paths problems are important in the general context of routing, that can be defined by inc...
Travel Artificial Intelligence Automobiles Algorithms Computer Graphics Computer Simulation Computer Communication Networks
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A Neural Network Approach to Intention Modeling for User-Adapted Conversational Agents.

Computational intelligence and neuroscience Dec 27, 2015
Spoken dialogue systems have been proposed to enable a more natural and intuitive interaction with the environment and human-computer interfaces. In this contribution, we present a framework based on neural networks that allows modeling of the user's...
Electronic Data Processing Travel Humans User-Computer Interface Neural Networks, Computer Models, Theoretical Algorithms Intention Computer Simulation Communication
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