Search Results - "Quero, Javier Medina"

Sensor-Based Datasets for Human Activity Recognition - A Systematic Review of Literature by De-La-Hoz-Franco, Emiro, Ariza-Colpas, Paola, Quero, Javier Medina, Espinilla, Macarena

“…The research area of ambient assisted living has led to the development of activity recognition systems (ARS) based on human activity recognition (HAR). These…”
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Activity Recognition for IoT Devices Using Fuzzy Spatio-Temporal Features as Environmental Sensor Fusion by López Medina, Miguel Ángel, Espinilla, Macarena, Paggeti, Cristiano, Medina Quero, Javier

“…The IoT describes a development field where new approaches and trends are in constant change. In this scenario, new devices and sensors are offering higher…”
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Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors by Hamad, Rebeen Ali, Hidalgo, Alberto Salguero, Bouguelia, Mohamed-Rafik, Estevez, Macarena Espinilla, Quero, Javier Medina

“…Human activity recognition has become an active research field over the past few years due to its wide application in various fields such as health-care, smart…”
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A New Architecture Based on IoT and Machine Learning Paradigms in Photovoltaic Systems to Nowcast Output Energy by Almonacid-Olleros, Guillermo, Almonacid, Gabino, Fernandez-Carrasco, Juan Ignacio, Espinilla-Estevez, Macarena, Medina-Quero, Javier

“…The classic models used to predict the behavior of photovoltaic systems, which are based on the physical process of the solar cell, are limited to defining the…”
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Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices by Medina Quero, Javier, Fernández Olmo, María Rosa, Peláez Aguilera, María Dolores, Espinilla Estévez, Macarena

“…Cardiac rehabilitation is a key program which significantly reduces the mortality in at-risk patients with ischemic heart disease; however, there is a lack of…”
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Personalizing Activity Recognition With a Clustering Based Semi-Population Approach by Cruciani, Federico, Nugent, Chris D., Quero, Javier Medina, Cleland, Ian, Mccullagh, Paul, Synnes, Kare, Hallberg, Josef

“…Smartphone-based approaches for Human Activity Recognition have become prevalent in recent years. Despite the amount of research undertaken in the field,…”
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Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors by López-Medina, Miguel Ángel, Espinilla, Macarena, Nugent, Chris, Quero, Javier Medina

“…The automatic detection of falls within environments where sensors are deployed has attracted considerable research interest due to the prevalence and impact…”
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Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity by Medina Quero, Javier, Lopez Medina, Miguel Angel, Salguero Hidalgo, Alberto, Espinilla, Macarena

“…Predicting the urgency demand of patients at health centers in smart cities supposes a challenge for adapting emergency service in advance. In this paper, we…”
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Fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing by Bernal Monroy, Edna, Polo Rodríguez, Aurora, Espinilla Estevez, Macarena, Medina Quero, Javier

“…[Display omitted] •A fuzzy monitoring system which recognizes in-bed postures.•Integration of micro inertial sensors attached to patients’ clothes.•A…”
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DOLARS, a Distributed On-Line Activity Recognition System by Means of Heterogeneous Sensors in Real-Life Deployments-A Case Study in the Smart Lab of The University of Almería by Lupión, Marcos, Medina-Quero, Javier, Sanjuan, Juan F, Ortigosa, Pilar M

“…Activity Recognition (AR) is an active research topic focused on detecting human actions and behaviours in smart environments. In this work, we present the…”
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Gear Classification in Skating Cross-Country Skiing Using Inertial Sensors and Deep Learning by Pousibet-Garrido, Antonio, Polo-Rodríguez, Aurora, Moreno-Pérez, Juan Antonio, Ruiz-García, Isidoro, Escobedo, Pablo, López-Ruiz, Nuria, Marcen-Cinca, Noel, Medina-Quero, Javier, Carvajal, Miguel Ángel

“…The aim of this current work is to identify three different gears of cross-country skiing utilizing embedded inertial measurement units and a suitable deep…”
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uMoDT: an unobtrusive multi-occupant detection and tracking using robust Kalman filter for real-time activity recognition by Razzaq, Muhammad Asif, Quero, Javier Medina, Cleland, Ian, Nugent, Chris, Akhtar, Usman, Bilal, Hafiz Syed Muhammad, Rehman, Ubaid Ur, Lee, Sungyoung

“…Human activity recognition (HAR) is an important branch of human-centered research. Advances in wearable and unobtrusive technologies offer many opportunities…”
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Ambient Sound Recognition of Daily Events by Means of Convolutional Neural Networks and Fuzzy Temporal Restrictions by Polo-Rodriguez, Aurora, Vilchez Chiachio, Jose Manuel, Paggetti, Cristiano, Medina-Quero, Javier

“…The use of multimodal sensors to describe activities of daily living in a noninvasive way is a promising research field in continuous development. In this…”
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Challenges of ubiquitous and wearable solutions to address active ageing in the Andalusian community by Polo-Rodríguez, Aurora, Dionisio, Pietro, Agnoloni, Francesco, Gómez, Ana Perandrés, Paggetti, Cristiano, González López, Lucía, Lendínez, Alfonso Cruz, Espinilla-Estévez, Macarena, Medina-Quero, Javier

“…Active ageing is a multidimensional process for achieving the potential quality of life and meaning in the life cycle. In the context of the Andalusian region…”
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Monwatch: A fuzzy application to monitor the user behavior using wearable trackers by Martinez-Cruz, Carmen, Quero, Javier Medina, Serrano, Jose M., Gramajo, Sergio

“…Nowadays, the proliferation of wearable devices has enabled monitoring user behaviours and activities in a non-invasive, autonomous and straightforward way…”
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Domain Adaptation of Binary Sensors in Smart Environments Through Activity Alignment by Polo-Rodriguez, Aurora, Cruciani, Federico, Nugent, Chris D., Medina-Quero, Javier

“…Activity Recognition is an active research topic focused on detecting human actions and behaviours in smart environments. In most cases, the use of data-driven…”
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Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition by Medina-Quero, Javier, Zhang, Shuai, Nugent, Chris, Espinilla, M.

“…•We propose a representation based on Fuzzy Temporal Windows for binary-sensors.•Long Short-Term Memory is deployed as a means of sequence classifier.•A…”
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Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor by Quero, Javier Medina, Cruciani, Federico, Seidenari, Lorenzo, Espinilla, Macarena, Nugent, Chris

“…In this work, we propose a method to create and synthesize a new set of virtual images of daily objects within a smart environment partially automating the…”
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On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors by Lupión, Marcos, Polo-Rodríguez, Aurora, Medina-Quero, Javier, Sanjuan, Juan F., Ortigosa, Pilar M.

“…One of the main objectives of smart homes is to facilitate daily life by increasing user comfort, with the potential to play a key role in revolutionizing…”
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3D Human Pose Estimation from multi-view thermal vision sensors by Lupión, Marcos, Polo-Rodríguez, Aurora, Medina-Quero, Javier, Sanjuan, Juan F., Ortigosa, Pilar M.

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