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Data Analytics and Machine Learning in Education

Applied sciences, 2023-02, Vol.13 (3), p.1418

2023

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Q-Learnheuristics: Towards Data-Driven Balanced Metaheuristics

Mathematics (Basel), 2021-08, Vol.9 (16), p.1839

2021

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Railway Subgrade Defect Automatic Recognition Method Based on Improved Faster R-CNN

Scientific programming, 2018-01, Vol.2018, p.1-12

2018

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Edge computing design space exploration for heart rate monitoring

Integration (Amsterdam), 2022-05, Vol.84, p.171-179

2022

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Data Science and AI-Based Optimization in Scientific Programming

Scientific Programming, 2019-01, Vol.2019, p.1-3

2019

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Leveraging Image Visual Features in Content-Based Recommender System

Scientific programming, 2018-01, Vol.2018, p.1-8

2018

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Application of the Polyhedral Conic Functions Method in the Text Classification and Comparative Analysis

Scientific programming, 2018-01, Vol.2018, p.1-11

2018

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Toward a Robust Multi-Objective Metaheuristic for Solving the Relay Node Placement Problem in Wireless Sensor Networks

Sensors (Basel, Switzerland), 2019-02, Vol.19 (3), p.677

2019

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Comparison Between Stochastic Gradient Descent and VLE Metaheuristic for Optimizing Matrix Factorization

Optimization and Learning, p.153-164

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A New Metaheuristic Inspired by the Vapour-Liquid Equilibrium for Continuous Optimization

Applied sciences, 2018-11, Vol.8 (11), p.2080

2018

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Fear Recognition for Women Using a Reduced Set of Physiological Signals

Sensors (Basel, Switzerland), 2021-02, Vol.21 (5), p.1587

2021

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Towards an Machine Learning-Based Edge Computing Oriented Monitoring System for the Desert Border Surveillance Use Case

IEEE access, 2020, Vol.8, p.218304-218322

2020

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A gravitational search algorithm for solving the relay node placement problem in wireless sensor networks

International journal of communication systems, 2017-01, Vol.30 (2), p.np-n/a

2017

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A Novel Data Processing Technique for Expert Resonant Nano-Pillars Transducers: A Case Study Measuring Ethanol in Water and Wine Liquid Matrices

IEEE access, 2019, Vol.7, p.129778-129788

2019

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Analyzing the effects of binarization techniques when solving the set covering problem through swarm optimization

Expert systems with applications, 2017-03, Vol.70, p.67-82

2017

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A Trajectory Algorithm to Solve the Relay Node Placement Problem in Wireless Sensor Networks

Theory and Practice of Natural Computing, p.145-156

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A Machine Learning-Based Methodology for in-Process Fluid Characterization With Photonic Sensors

IEEE sensors journal, 2021-11, Vol.21 (22), p.26059-26073

2021

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Solving the Manufacturing Cell Design Problem through an Autonomous Water Cycle Algorithm

Applied sciences, 2019-11, Vol.9 (22), p.4736

2019

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A Trajectory-Based Heuristic to Solve a Three-Objective Optimization Problem for Wireless Sensor Network Deployment

Applications of Evolutionary Computation, p.27-38

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A Machine-Learning-Based Distributed System for Fault Diagnosis With Scalable Detection Quality in Industrial IoT

IEEE internet of things journal, 2021-03, Vol.8 (6), p.4339-4352

2021

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Energy Prediction of Access Points in Wi-Fi Networks According to Users’ Behaviour

Applied sciences, 2017-08, Vol.7 (8), p.825

2017

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Bindi: Affective Internet of Things to Combat Gender-Based Violence

IEEE internet of things journal, 2022-11, Vol.9 (21), p.21174-21193

2022

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Studying the multiobjective variable neighbourhood search algorithm when solving the relay node placement problem in Wireless Sensor Networks

Soft computing (Berlin, Germany), 2016-01, Vol.20 (1), p.67-86

2016

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Fine-grained parallelization of fitness functions in bioinformatics optimization problems: gene selection for cancer classification and biclustering of gene expression data

BMC bioinformatics, 2016-08, Vol.17 (1), p.330-330, Article 330

2016

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On the Use of Perfect Sequences and Genetic Algorithms for Estimating the Indoor Location of Wireless Sensors

International journal of distributed sensor networks, 2015-01, Vol.2015 (4), p.720574

2015

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Data Analytics and Machine Learning in Education

Q-Learnheuristics: Towards Data-Driven Balanced Metaheuristics

Railway Subgrade Defect Automatic Recognition Method Based on Improved Faster R-CNN

Edge computing design space exploration for heart rate monitoring

Data Science and AI-Based Optimization in Scientific Programming

Leveraging Image Visual Features in Content-Based Recommender System

Application of the Polyhedral Conic Functions Method in the Text Classification and Comparative Analysis

Toward a Robust Multi-Objective Metaheuristic for Solving the Relay Node Placement Problem in Wireless Sensor Networks

Comparison Between Stochastic Gradient Descent and VLE Metaheuristic for Optimizing Matrix Factorization

A New Metaheuristic Inspired by the Vapour-Liquid Equilibrium for Continuous Optimization

Fear Recognition for Women Using a Reduced Set of Physiological Signals

Towards an Machine Learning-Based Edge Computing Oriented Monitoring System for the Desert Border Surveillance Use Case

A gravitational search algorithm for solving the relay node placement problem in wireless sensor networks

A Novel Data Processing Technique for Expert Resonant Nano-Pillars Transducers: A Case Study Measuring Ethanol in Water and Wine Liquid Matrices

Analyzing the effects of binarization techniques when solving the set covering problem through swarm optimization

A Trajectory Algorithm to Solve the Relay Node Placement Problem in Wireless Sensor Networks

A Machine Learning-Based Methodology for in-Process Fluid Characterization With Photonic Sensors

Solving the Manufacturing Cell Design Problem through an Autonomous Water Cycle Algorithm

A Trajectory-Based Heuristic to Solve a Three-Objective Optimization Problem for Wireless Sensor Network Deployment

A Machine-Learning-Based Distributed System for Fault Diagnosis With Scalable Detection Quality in Industrial IoT

Energy Prediction of Access Points in Wi-Fi Networks According to Users’ Behaviour

Bindi: Affective Internet of Things to Combat Gender-Based Violence

Studying the multiobjective variable neighbourhood search algorithm when solving the relay node placement problem in Wireless Sensor Networks

Fine-grained parallelization of fitness functions in bioinformatics optimization problems: gene selection for cancer classification and biclustering of gene expression data

On the Use of Perfect Sequences and Genetic Algorithms for Estimating the Indoor Location of Wireless Sensors

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