Ivan Miguel Pires

134 papers A* 1C 10Misc 1Journal 67Unranked 49

Year	Rank	Type	Title / Venue / Authors
2026	C	`conf`	A Machine Learning Approach Using Logistic Regression to Analyze and Predict Online Consumer Behavior in E-Commerce. ICPRAM Zahra Ali, Abdul Ahad, Hina Tufail, Abdul Hannan, Paulo Jorge Coelho, Ivan Miguel Pires
2026	J	`jnl`	A lightweight ALO optimized and learnable skip-connection integrated ResNet architecture for breast cancer diagnosis. Biomed. Signal Process. Control. Hiren K. Mewada, Ivan Miguel Pires, Hiren Kumar Thakkar, Amit V. Patel
2026	—	`conf`	Enhanced Depression Detection through Sleep Data Analysis Using an Ensemble Model. BIOSTEC (4) Sarah Nasir, Ayesha Seerat, Muhammad Wasim, Paulo Jorge Coelho, Ivan Miguel Pires, Nuno M. Garcia
2026	J	`jnl`	Federated Convolutional Neural Networks (F-CNNs) for privacy-preserving multi-class skin lesion classification. Array Khadija Shahzad, Anum Khashir, Hina Tufail, Abdul Ahad, Zahra Ali, Filipe Madeira, Ivan Miguel Pires
2026	C	`conf`	RoBERTa-HS: A Fine Tuned Transformer Model for Hate Speech Detection with Sentiment and Contextual Features. ICPRAM Sehrash Safdar, Muhammad Wasim, Paulo Jorge Coelho, Ivan Miguel Pires
2025	—	`conf`	Advancing Gait Analysis in Physiotherapy: Sensor-Based Insights from the Ten Meter Walk Test. SSD Maykol Santos, Paulo Jorge Coelho, Ivan Miguel Pires
2025	J	`jnl`	Claim classification and BERT-based open information extraction from short news headlines. Iran J. Comput. Sci. Fiza Gulzar Hussain, Muhammad Wasim, Ivan Miguel Pires
2025	—	`conf`	Comparative analysis of machine learning algorithms for stress detection. CENTERIS/ProjMAN/HCist António Oseas Pataca, Ivan Miguel Pires
2025	J	`jnl`	Driving Healthcare Monitoring with IoT and Wearable Devices: A Systematic Review. ACM Comput. Surv. João Pedro Baiense, Eftim Zdravevski, Paulo Jorge Coelho, Ivan Miguel Pires, Fernando J. Velez
2025	J	`jnl`	Enhancing human activity recognition with machine learning: insights from smartphone accelerometer and magnetometer data. PeerJ Comput. Sci. Luis Augusto Silva Zendron, Paulo Jorge Coelho, Christophe Soares, Ivo Pereira, Ivan Miguel Pires
2025	J	`jnl`	Machine Learning Stroke Prediction in Smart Healthcare: Integrating Fuzzy K-Nearest Neighbor and Artificial Neural Networks with Feature Selection Techniques. Comput. Mater. Continua Abdul Ahad, Ira Puspitasari, Jiangbin Zheng, Shamsher Ullah, Farhan Ullah, Sheikh Tahir Bakhsh, Ivan Miguel Pires
2025	J	`jnl`	Prediction of perinatal depression among women in Pakistan using Hybrid RNN-LSTM model. PeerJ Comput. Sci. Amna Zafar, Muhammad Wasim, Beenish Ayesha Akram, Maham Riaz, Ivan Miguel Pires, Paulo Jorge Simões Coelho
2025	J	`jnl`	Ten Meter Walk Test for motor function assessment with technological devices based on lower members' movements: A systematic review. Comput. Biol. Medicine Maykol Santos, Eftim Zdravevski, Carlos Albuquerque, Paulo Jorge Simões Coelho, Ivan Miguel Pires
2025	J	`jnl`	Unraveling the inner world of PhD scholars with sentiment analysis for mental health prognosis. Behav. Inf. Technol. Rimsha Noreen, Amna Zafar, Talha Waheed, Muhammad Wasim, Abdul Ahad, Paulo Jorge Coelho, Ivan Miguel Pires
2025	J	`jnl`	Use of machine learning for predicting stress episodes based on wearable sensor data: A systematic review. Comput. Biol. Medicine António Oseas Pataca, Eftim Zdravevski, Paulo Jorge Coelho, Nuno M. Garcia, Margot Deruyck, Carlos Albuquerque, Ivan Miguel Pires
2024	—	`conf`	A low-cost device-based data approach to Eight Hop Test. CENTERIS/ProjMAN/HCist Luís Pimenta, Paulo Jorge Coelho, Norberto Jorge Gonçalves, José Paulo Lousado, Carlos Albuquerque, Nuno M. Garcia, Eftim Zdravevski, Petre Lameski, Ivan Miguel Pires
2024	—	`conf`	An Overview of Machine Learning Algorithms to Reduce Driver Fatigue and Distraction-Related traffic Accidents. ANT/EDI40 Maykol Santos, Paulo Jorge Coelho, Ivan Miguel Pires, Pedro Gonçalves, Gonçalo Paiva Dias
2024	J	`jnl`	Classification of Vascular Dementia on magnetic resonance imaging using deep learning architectures. Intell. Syst. Appl. Hina Tufail, Abdul Ahad, Mustahsan Hammad Naqvi, Rahman Maqsood, Ivan Miguel Pires
2024	—	`conf`	Cloud-Based Framework for Data Exchange to Enhance Global Healthcare. FNC/MobiSPC/SEIT Ammerha Naz, Muhammad Ali, Sehrish Munawar Cheema, Ivan Miguel Pires
2024	J	`jnl`	Controller-driven vector autoregression model for predicting content popularity in programmable named data networking devices. PeerJ Comput. Sci. Firdous Qaiser, Mudassar Hussain, Abdul Ahad, Ivan Miguel Pires
2024	—	`conf`	Deep Learning in Smart Healthcare: A GAN-based Approach for Imbalanced Alzheimer's Disease Classification. FNC/MobiSPC/SEIT Hina Tufail, Abdul Ahad, Ira Puspitasari, Ibraheem Shayea, Paulo Jorge Coelho, Ivan Miguel Pires
2024	—	`conf`	Enhancing Zero Trust Security in Edge Computing Environments: Challenges and Solutions. WorldCIST (3) Fiza Ashfaq, Abdul Ahad, Mudassar Hussain, Ibraheem Shayea, Ivan Miguel Pires
2024	—	`conf`	Evaluating the Performance of the YOLO Object Detection Framework on COCO Dataset and Real-World Scenarios. EUSPN/ICTH Miral Desai, Hiren K. Mewada, Ivan Miguel Pires, Sparsh Roy
2024	—	`conf`	Integrating AI and Telemedicine in Maternal-Infant Care: An Innovative Approach for Personalized Healthcare. FNC/MobiSPC/SEIT Luis Augusto Silva, Beatriz María Bermejo-Gil, Fátima Pérez-Robledo, Ivan Miguel Pires, Valderi Reis Quietinho Leithardt, Anita Maria da Rocha Fernandes
2024	—	`ed.`	IoT Technologies and Wearables for HealthCare - 10th EAI International Conference, HealthyIoT 2023, and 4th EAI International Conference, HealthWear 2023, Bratislava, Slovakia, October 24-26, 2023, Proceedings HealthyIoT / HealthWear Venere Ferraro, Mario Covarrubias, Eftim Zdravevski, Ivan Miguel Pires, José Manuel Marques Martins de Almeida, Norberto Jorge Gonçalves
2024	—	`conf`	Leveraging Mobile Device-Collected Up-Down Hop Test Data for Comprehensive Functional Mobility Assessment. FNC/MobiSPC/SEIT Ticiana Capris, Paulo Jorge Coelho, Ivan Miguel Pires, Carlos Augusto S. Cunha
2024	J	`jnl`	LocustLens: leveraging environmental data fusion and machine learning for desert locust swarm prediction. PeerJ Comput. Sci. Sidra Khan, Beenish Ayesha Akram, Amna Zafar, Muhammad Wasim, Khaldoon S. Khurshid, Ivan Miguel Pires
2024	J	`jnl`	Machine learning-based smart wearable system for cardiac arrest monitoring using hybrid computing. Biomed. Signal Process. Control. Abdul Hannan, Sehrish Munawar Cheema, Ivan Miguel Pires
2024	J	`jnl`	Methods for volume inference of non-medical objects from images: A short review. J. Ambient Intell. Smart Environ. Baticté Nabitchita, Norberto Jorge Gonçalves, Paulo Jorge Simões Coelho, Luís Pimenta, Eftim Zdravevski, Petre Lameski, Mónica Isabel Teixeira da Costa, Paulo Alexandre Neves, Ivan Miguel Pires
2024	J	`jnl`	Mobile Data Gathering and Preliminary Analysis for the Functional Reach Test. Sensors Luís Francisco, João Duarte, Carlos Albuquerque, Daniel Filipe Albuquerque, Ivan Miguel Pires, Paulo Jorge Simões Coelho
2024	—	`conf`	Multi- classification of skin lesions using a deep learning-based convolutional neural network. FNC/MobiSPC/SEIT Khadija Shahzad, Muhammad Wasim, Ivan Miguel Pires, Nuno M. Garcia
2024	—	`conf`	Quantum Convolutional Neural Network for Bone Fracture Classification from X-Ray Images. CENTERIS/ProjMAN/HCist Hiren K. Mewada, Ivan Miguel Pires, Mrugendrasinh Rahevar, Narendra Khatri
2024	J	`jnl`	Schizophrenia diagnosis based on diverse epoch size resting-state EEG using machine learning. PeerJ Comput. Sci. Athar Alazzawi, Saif Aljumaili, Adil Deniz Duru, Osman Nuri Uçan, Oguz Bayat, Paulo Jorge Simões Coelho, Ivan Miguel Pires
2024	J	`jnl`	Semantic features analysis for biomedical lexical answer type prediction using ensemble learning approach. Knowl. Inf. Syst. Fiza Gulzar Hussain, Muhammad Wasim, Sehrish Munawar Cheema, Ivan Miguel Pires
2024	J	`jnl`	Sensor-based systems for the measurement of Functional Reach Test results: a systematic review. PeerJ Comput. Sci. Luís Francisco, João Duarte, António Nunes Godinho, Eftim Zdravevski, Carlos Albuquerque, Ivan Miguel Pires, Paulo Jorge Simões Coelho
2024	—	`ed.`	Smart Objects and Technologies for Social Good - 9th EAI International Conference, GOODTECHS 2023, Leiria, Portugal, October 18-20, 2023, Proceedings GOODTECHS Paulo Jorge Simões Coelho, Ivan Miguel Pires, Nuno Vieira Lopes
2024	—	`conf`	Wearable solution for health monitoring of car drivers. ANT/EDI40 João Pedro Baiense, Paulo Jorge Coelho, Ivan Miguel Pires, Fernando José Velez
2023	J	`jnl`	A Comprehensive review on 5G-based Smart Healthcare Network Security: Taxonomy, Issues, Solutions and Future research directions. Array Abdul Ahad, Zahra Ali, Abdul Mateen, Mohammad Tahir, Abdul Hannan, Nuno M. Garcia, Ivan Miguel Pires
2023	J	`jnl`	A natural language interface for automatic generation of data flow diagram using web extraction techniques. J. King Saud Univ. Comput. Inf. Sci. Sehrish Munawar Cheema, Saman Tariq, Ivan Miguel Pires
2023	—	`conf`	An IoT-Based Framework for Sustainable Supply Chain Management System. EPIA (2) Muhammad Ali, Sehrish Munawar Cheema, Ivan Miguel Pires, Ammerha Naz, Zaheer Aslam, Nasir Ayub, Paulo Jorge Simões Coelho
2023	J	`jnl`	Editorial: Wearable and mobile data analysis methodologies for personalized medicine. Frontiers Digit. Health Ivan Miguel Pires, Ciprian Dobre, Eftim Zdravevski, Nuno M. Garcia
2023	—	`conf`	Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques. ICT Innovations Martin Kostadinov, Petre Lameski, Andrea Kulakov, Ivan Miguel Pires, Paulo Jorge Simões Coelho, Eftim Zdravevski
2023	—	`conf`	Feasibility analysis of an electrogastrography sensor for digestion detection. CIoT Paulo Alexandre Neves, Norberto Jorge Gonçalves, Pedro Varanda, João Simões, Filipe Pires, Nuno M. Garcia, Ricardo Costa, Eftim Zdravevski, Ivan Miguel Pires
2023	C	`conf`	Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment. WINCOM Zahra Ali, Abdul Ahad, Ibraheem Shayea, Ivan Miguel Pires
2023	J	`jnl`	Normalized effect size (NES): a novel feature selection model for Urdu fake news classification. PeerJ Comput. Sci. Muhammad Wasim, Sehrish Munawar Cheema, Ivan Miguel Pires
2023	—	`conf`	Preliminary Study on the Identification of Diseases by Electrocardiography Sensors' Data. IWBBIO (1) Rui João Pinto, Pedro Miguel Silva, Rui Pedro Duarte, Francisco Alexandre Marinho, António Jorge Gouveia, Norberto Jorge Gonçalves, Paulo Jorge Simões Coelho, Eftim Zdravevski, Petre Lameski, Nuno M. Garcia, Ivan Miguel Pires
2023	C	`conf`	Ransomware Detection and Classification using Ensemble Learning: A Random Forest Tree Approach. WINCOM Shahid Anwar, Abdul Ahad, Mudassar Hussain, Ibraheem Shayea, Ivan Miguel Pires
2023	—	`conf`	Self-reporting Tool for Cardiovascular Patients. WorldCIST (3) Hanna Vitaliyivna Denysyuk, João Amado, Norberto Jorge Gonçalves, Eftim Zdravevski, Nuno M. Garcia, Ivan Miguel Pires
2023	—	`ed.`	Smart Objects and Technologies for Social Goods - 8th EAI International Conference, GOODTECHS 2022, Aveiro, Portugal, November 16-18, 2022, Proceedings GOODTECHS Ivan Miguel Pires, Eftim Zdravevski, Nuno Cruz Garcia
2023	—	`conf`	Smart Wearables Data Collection and Analysis for Medical Applications: A Preliminary Approach for Functional Reach Test. IWBBIO (2) João Duarte, Luís Francisco, Ivan Miguel Pires, Paulo Jorge Simões Coelho
2023	C	`conf`	Towards Industry 4.0: Machine malfunction prediction based on IIoT streaming data. FedCSIS Dragana Nikolova, Petre Lameski, Ivan Miguel Pires, Eftim Zdravevski
2022	—	`conf`	A Convolutional Neural Network-enabled IoT framework to verify COVID-19 hygiene conditions and authorize access to facilities. FNC/MobiSPC/SEIT Ticiana Capris, Yuka Takagi, Diana Figueiredo, João Henriques, Ivan Miguel Pires
2022	J	`jnl`	Can the Eight Hop Test Be Measured with Sensors? A Systematic Review. Sensors Luís Pimenta, Nuno M. Garcia, Eftim Zdravevski, Ivan Chorbev, Vladimir Trajkovik, Petre Lameski, Carlos Albuquerque, Ivan Miguel Pires
2022	J	`jnl`	Detection and Mosaicing Techniques for Low-Quality Retinal Videos. Sensors José Camara, Bruno Silva, António Jorge Gouveia, Ivan Miguel Pires, Paulo Jorge Simões Coelho, António Cunha
2022	J	`jnl`	Development Technologies for the Monitoring of Six-Minute Walk Test: A Systematic Review. Sensors Ivan Miguel Pires, Hanna Vitaliyivna Denysyuk, María Vanessa Villasana, Juliana Sá, Diogo Luís Marques, José Francisco Morgado, Carlos Albuquerque, Eftim Zdravevski
2022	J	`jnl`	GAN-Based Image Colorization for Self-Supervised Visual Feature Learning. Sensors Sandra Treneska, Eftim Zdravevski, Ivan Miguel Pires, Petre Lameski, Sonja Gievska
2022	C	`conf`	Identification of Abnormal Behavior in Activities of Daily Life Using Novelty Detection. MobiQuitous Maurício Pasetto de Freitas, Vinícius de Aquino Piai, Rudimar L. S. Dazzi, Raimundo Celeste Ghizoni Teive, Wemerson Delcio Parreira, Anita Fernandes, Ivan Miguel Pires, Valderi Reis Quietinho Leithardt
2022	J	`jnl`	Literature Review on Artificial Intelligence Methods for Glaucoma Screening, Segmentation, and Classification. J. Imaging José Camara, Alexandre Neto, Ivan Miguel Pires, María Vanessa Villasana, Eftim Zdravevski, António Cunha
2022	—	`conf`	Medical and Healthcare Information Systems in Portugal: Short Literature Review. MobiHealth Bruna Rodrigues, Rita Matos, Silvana Guedes, Ivan Miguel Pires, António Jorge Gouveia
2022	—	`conf`	Preliminary Study on Gender Identification by Electrocardiography Data. HealthyIoT Eduarda Sofia Bastos, Rui Pedro Duarte, Francisco Alexandre Marinho, Luís Pimenta, António Jorge Gouveia, Norberto Jorge Gonçalves, Paulo Jorge Simões Coelho, Eftim Zdravevski, Petre Lameski, Nuno M. Garcia, Ivan Miguel Pires
2022	J	`jnl`	Smart Objects and Technologies for Social Good. Future Internet Ivan Miguel Pires
2022	J	`jnl`	Technological Solutions for Sign Language Recognition: A Scoping Review of Research Trends, Challenges, and Opportunities. IEEE Access Boban Joksimoski, Eftim Zdravevski, Petre Lameski, Ivan Miguel Pires, Francisco José Melero, Tomás Puebla Martinez, Nuno M. Garcia, Martin Mihajlov, Ivan Chorbev, Vladimir Trajkovik
2022	—	`conf`	The evolution of IS/IT in health care in last decades. FNC/MobiSPC/SEIT Cristiana Fernandes, Neuza Claro, Sara Monteiro, Ivan Miguel Pires, António Jorge Gouveia
2022	—	`conf`	The influence of cloud computing on the healthcare industry: a review of applications, opportunities, and challenges for the CIO. FNC/MobiSPC/SEIT Dilma Morais, Filipe G. Pinto, Ivan Miguel Pires, Nuno M. Garcia, António Jorge Gouveia
2022	J	`jnl`	Thought on Food: A Systematic Review of Current Approaches and Challenges for Food Intake Detection. Sensors Paulo Alexandre Neves, João Simões, Ricardo Costa, Luís Pimenta, Norberto Jorge Gonçalves, Carlos Albuquerque, Carlos Augusto S. Cunha, Eftim Zdravevski, Petre Lameski, Nuno M. Garcia, Ivan Miguel Pires
2022	—	`conf`	Why Web Accessibility Is Important for Your Institution. CENTERIS/ProjMAN/HCist Francisco Filipe, Ivan Miguel Pires, António Jorge Gouveia
2021	J	`jnl`	A Brief Review on the Sensor Measurement Solutions for the Ten-Meter Walk Test. Comput. Ivan Miguel Pires, Eurico Lopes, María Vanessa Villasana, Nuno M. Garcia, Eftim Zdravevski, Vasco Ponciano
2021	J	`jnl`	A Framework for Malicious Traffic Detection in IoT Healthcare Environment. Sensors Faisal Hussain, Syed Ghazanfar Abbas, Ghalib A. Shah, Ivan Miguel Pires, Ubaid U. Fayyaz, Farrukh Shahzad, Nuno M. Garcia, Eftim Zdravevski
2021	J	`jnl`	A Portable Smart Fitness Suite for Real-Time Exercise Monitoring and Posture Correction. Sensors Abdul Hannan, Muhammad Zohaib Shafiq, Faisal Hussain, Ivan Miguel Pires
2021	J	`jnl`	A Systematic Investigation of Models for Color Image Processing in Wound Size Estimation. Comput. Filipe Ferreira, Ivan Miguel Pires, Mónica Isabel Teixeira da Costa, Vasco Ponciano, Nuno M. Garcia, Eftim Zdravevski, Ivan Chorbev, Martin Mihajlov
2021	J	`jnl`	A Two-Fold Machine Learning Approach to Prevent and Detect IoT Botnet Attacks. IEEE Access Faisal Hussain, Syed Ghazanfar Abbas, Ivan Miguel Pires, Sabeeha Tanveer, Ubaid U. Fayyaz, Nuno M. Garcia, Ghalib A. Shah, Farrukh Shahzad
2021	J	`jnl`	An Experimental Study on the Validity and Reliability of a Smartphone Application to Acquire Temporal Variables during the Single Sit-to-Stand Test with Older Adults. Sensors Diogo Marques, Henrique Pereira Neiva, Ivan Miguel Pires, Eftim Zdravevski, Martin Mihajlov, Nuno M. Garcia, Juan Diego Ruiz-Cárdenas, Daniel Almeida Marinho, Mário Cardoso Marques
2021	—	`conf`	Biometric Data Capture as a Way to Identify Lack of Physical Activity in Daily Life. GOODTECHS Luís Marques, Luca Lopes, Miguel Ferreira, João Henriques, Ivan Miguel Pires, Filipe Caldeira, Cristina Wanzeller
2021	—	`conf`	COVID-19 Next Day Trend Forecast. GOODTECHS Marcelo Costa, Margarida Rodrigues, Pedro Baptista, João Henriques, Ivan Miguel Pires, Cristina Wanzeller, Filipe Caldeira
2021	J	`jnl`	Comparison of machine learning techniques for the identification of human activities from inertial sensors available in a mobile device after the application of data imputation techniques. Comput. Biol. Medicine Ivan Miguel Pires, Faisal Hussain, Gonçalo Marques, Nuno M. Garcia
2021	J	`jnl`	Experimental Study on Wound Area Measurement with Mobile Devices. Sensors Filipe Ferreira, Ivan Miguel Pires, Vasco Ponciano, Mónica Isabel Teixeira da Costa, María Vanessa Villasana, Nuno M. Garcia, Eftim Zdravevski, Petre Lameski, Ivan Chorbev, Martin Mihajlov, Vladimir Trajkovik
2021	—	`ed.`	IoT Technologies for HealthCare - 7th EAI International Conference, HealthyIoT 2020, Viana do Castelo, Portugal, December 3, 2020, Proceedings HealthyIoT Rossitza Goleva, Nuno Ricardo da Cruz Garcia, Ivan Miguel Pires
2021	—	`conf`	Management Technology for Institutional Environment in Pandemic Times. GOODTECHS Maria Eduarda Aragão, Maria Alice Lopes, Gustavo Neves Miranda, José Morgado, Francisco Miguel Morgado, Ivan Miguel Pires
2021	J	`jnl`	Mobile 5P-Medicine Approach for Cardiovascular Patients. Sensors Ivan Miguel Pires, Hanna Vitaliyivna Denysyuk, María Vanessa Villasana, Juliana Sá, Petre Lameski, Ivan Chorbev, Eftim Zdravevski, Vladimir Trajkovik, José Morgado, Nuno M. Garcia
2021	Misc	`conf`	Mobile Device Approach for the Measurement of Jump Flight Time. PAAMS Ivan Miguel Pires, Nuno M. Garcia, Maria Cristina Canavarro Teixeira
2021	C	`conf`	Premises Based Smart Door Chains System Using IoT Cloud. MobiQuitous Abdul Hannan, Faisal Hussain, Sehrish Munawar Cheema, Ivan Miguel Pires
2021	—	`ed.`	Smart Objects and Technologies for Social Good - 7th EAI International Conference, GOODTECHS 2021, Virtual Event, September 15-17, 2021, Proceedings GOODTECHS Ivan Miguel Pires, Susanna Spinsante, Eftim Zdravevski, Petre Lameski
2021	—	`conf`	The New Era of Technology Applied to Cardiovascular Patients: State-of-the-Art and Questionnaire Applied for a System Proposal. GOODTECHS María Vanessa Villasana, Juliana Sá, Ivan Miguel Pires, Carlos Albuquerque
2021	J	`jnl`	Towards Detecting Pneumonia Progression in COVID-19 Patients by Monitoring Sleep Disturbance Using Data Streams of Non-Invasive Sensor Networks. Sensors Ace Dimitrievski, Eftim Zdravevski, Petre Lameski, María Vanessa Villasana, Ivan Miguel Pires, Nuno M. Garcia, Francisco Flórez-Revuelta, Vladimir Trajkovik
2020	J	`jnl`	A Case Study on the Development of a Data Privacy Management Solution Based on Patient Information. Sensors Arielle Verri Lucca, Luis Augusto Silva, Rodrigo Luchtenberg, Leonardo Garcez, Xuzeng Mao, Raúl García Ovejero, Ivan Miguel Pires, Jorge Luis Victória Barbosa, Valderi Reis Quietinho Leithardt
2020	J	`jnl`	Air Pollution Prediction with Multi-Modal Data and Deep Neural Networks. Remote. Sens. Jovan Kalajdjieski, Eftim Zdravevski, Roberto Corizzo, Petre Lameski, Slobodan Kalajdziski, Ivan Miguel Pires, Nuno M. Garcia, Vladimir Trajkovik
2020	J	`jnl`	An Efficient Data Imputation Technique for Human Activity Recognition. CoRR Ivan Miguel Pires, Faisal Hussain, Nuno M. Garcia, Eftim Zdravevski
2020	—	`conf`	Approach for the Development of a System for COVID-19 Preliminary Test. SmartCity360° Ticiana Capris, Pedro Melo, Pedro Pereira, José Morgado, Nuno M. Garcia, Ivan Miguel Pires
2020	J	`jnl`	Circular Economy for Clothes Using Web and Mobile Technologies - A Systematic Review and a Taxonomy Proposal. Inf. Rui Faria, Inês Lopes, Ivan Miguel Pires, Gonçalo Marques, Solange Fernandes, Nuno M. Garcia, José Lucas, Aleksandar Jevremovic, Eftim Zdravevski, Vladimir Trajkovik
2020	—	`conf`	Control and Prevention of Personal Stress. IEEE BigData Hugo Marques, Hugo Carvalho, José Morgado, Nuno M. Garcia, Ivan Miguel Pires, Eftim Zdravevski
2020	—	`conf`	CoviHealth: A Pilot Study with Teenagers in Schools of Centre of Portugal. HealthyIoT María Vanessa Villasana, Ivan Miguel Pires, Juliana Sá, Nuno M. Garcia, Eftim Zdravevski, Ivan Chorbev, Petre Lameski
2020	—	`conf`	Diabetes Disease through Machine Learning: A comparative study. CSAI Gonçalo Marques, Ivan Miguel Pires, Nuno M. Garcia
2020	—	`conf`	Diseases identification with big data concept - The older people community. IEEE BigData André Esteves, Vasco Ponciano, Ivan Miguel Pires
2020	—	`conf`	E-health and M-health applications in Georgia: A review on the free available applications for Android Devices. IEEE BigData Salome Oniani, Gonçalo Marques, Ivan Miguel Pires, Salome Muhkashavria, Nuno M. Garcia
2020	J	`jnl`	Experimental Study for Determining the Parameters Required for Detecting ECG and EEG Related Diseases during the Timed-Up and Go Test. Comput. Vasco Ponciano, Ivan Miguel Pires, Fernando Reinaldo Ribeiro, María Vanessa Villasana, Maria Cristina Canavarro Teixeira, Eftim Zdravevski
2020	J	`jnl`	Homogeneous Data Normalization and Deep Learning: A Case Study in Human Activity Classification. Future Internet Ivan Miguel Pires, Faisal Hussain, Nuno M. Garcia, Petre Lameski, Eftim Zdravevski
2020	—	`conf`	Identification of Activities of Daily Living through Artificial Intelligence: an accelerometry-based approach. FNC/MobiSPC Ivan Miguel Pires, Gonçalo Marques, Nuno M. Garcia, Eftim Zdravevski
2020	J	`jnl`	Improving Human Activity Monitoring by Imputation of Missing Sensory Data: Experimental Study. Future Internet Ivan Miguel Pires, Faisal Hussain, Nuno M. Garcia, Eftim Zdravevski
2020	—	`ed.`	IoT Technologies for HealthCare - 6th EAI International Conference, HealthyIoT 2019, Braga, Portugal, December 4-6, 2019, Proceedings HealthyIoT Nuno M. Garcia, Ivan Miguel Pires, Rossitza Goleva
2020	J	`jnl`	Machine Learning Techniques with ECG and EEG Data: An Exploratory Study. Comput. Vasco Ponciano, Ivan Miguel Pires, Fernando Reinaldo Ribeiro, Nuno M. Garcia, María Vanessa Villasana, Eftim Zdravevski, Petre Lameski
2020	—	`conf`	Machine learning for the evaluation of the presence of heart disease. EUSPN/ICTH Ivan Miguel Pires, Gonçalo Marques, Nuno M. Garcia, Vasco Ponciano
2020	J	`jnl`	Mobile Applications for Training Plan Using Android Devices: A Systematic Review and a Taxonomy Proposal. Inf. Bruno F. Tavares, Ivan Miguel Pires, Gonçalo Marques, Nuno M. Garcia, Eftim Zdravevski, Petre Lameski, Vladimir Trajkovik, Aleksandar Jevremovic
2020	J	`jnl`	Mobile Computing Technologies for Health and Mobility Assessment: Research Design and Results of the Timed Up and Go Test in Older Adults. Sensors Vasco Ponciano, Ivan Miguel Pires, Fernando Reinaldo Ribeiro, María Vanessa Villasana, Rute Crisóstomo, Maria Cristina Canavarro Teixeira, Eftim Zdravevski
2020	—	`conf`	Personal Digital Life Coach for Physical Therapy. IEEE BigData Goce Popovski, Vasco Ponciano, Gonçalo Marques, Ivan Miguel Pires, Eftim Zdravevski, Nuno M. Garcia
2020	J	`jnl`	PriADA: Management and Adaptation of Information Based on Data Privacy in Public Environments. Comput. Hugo Lopes, Ivan Miguel Pires, Héctor Sánchez San Blas, Raúl García Ovejero, Valderi R. Q. Leithardt
2020	J	`jnl`	Sensors are Capable to Help in the Measurement of the Results of the Timed-Up and Go Test? A Systematic Review. J. Medical Syst. Vasco Ponciano, Ivan Miguel Pires, Fernando Reinaldo Ribeiro, Susanna Spinsante
2020	—	`conf`	Teenagers from Centre of Portugal: Nutrition and Physical Activity Data. CSAI Nuno M. Garcia, María Vanessa Villasana, Ivan Miguel Pires, Juliana Sá, Eftim Zdravevski, Ivan Chorbev, Petre Lameski
2019	—	`conf`	A review of frameworks on continuous data acquisition for e-Health and m-Health. GOODTECHS Salome Oniani, Ivan Miguel Pires, Nuno M. Garcia, Ia Mosashvili, Nuno Pombo
2019	J	`jnl`	An Efficient Machine Learning-based Elderly Fall Detection Algorithm. CoRR Faisal Hussain, Muhammad Basit Umair, Muhammad Ehatisham-ul-Haq, Ivan Miguel Pires, Tânia Valente, Nuno M. Garcia, Nuno Pombo
2019	—	`conf`	CoviHealth: Novel approach of a mobile application for nutrition and physical activity management for teenagers. GOODTECHS María Vanessa Villasana, Ivan Miguel Pires, Juliana Sá, Nuno M. Garcia, Nuno Pombo, Eftim Zdravevski, Ivan Chorbev
2019	—	`conf`	Is the Overfitting in a Neural Network a Reliable Model for the Recognition of Activities of Daily Living? GOODTECHS Lina Xu, Nuno Pombo, Ivan Miguel Pires, Nuno M. Garcia
2019	J	`jnl`	Pattern recognition techniques for the identification of Activities of Daily Living using mobile device accelerometer. PeerJ Prepr. Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Susanna Spinsante, Maria Cristina Canavarro Teixeira, Eftim Zdravevski
2019	—	`conf`	Smartphone-based automatic measurement of the results of the Timed-Up and Go test. GOODTECHS Vasco Ponciano, Ivan Miguel Pires, Fernando Reinaldo Ribeiro, Nuno M. Garcia, Nuno Pombo, Susanna Spinsante, Rute Crisóstomo
2019	J	`jnl`	Version Reporting and Assessment Approaches for New and Updated Activity and Heart Rate Monitors. Sensors Tim Collins, Sandra I. Woolley, Salome Oniani, Ivan Miguel Pires, Nuno M. Garcia, Sean J. Ledger, Anand Pandyan
2018	J	`jnl`	Approach for the Development of a Framework for the Identification of Activities of Daily Living Using Sensors in Mobile Devices. Sensors Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Susanna Spinsante
2018	—	`conf`	Conceptual Definition of a Platform for the Monitoring of the Subjects with Nephrolithiasis Based on the Energy Expenditure and the Activities of Daily Living Performed. PAAMS (Workshops) Ivan Miguel Pires, Tânia Valente, Nuno Pombo, Nuno M. Garcia
2018	C	`conf`	Framework for the Recognition of Activities of Daily Living and Their Environments in the Development of a Personal Digital Life Coach. DATA Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta
2018	J	`jnl`	Identification of activities of daily living through data fusion on motion and magnetic sensors embedded on mobile devices. Pervasive Mob. Comput. Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Susanna Spinsante, Maria Cristina Canavarro Teixeira
2018	C	`conf`	Limitations of the Use of Mobile Devices and Smart Environments for the Monitoring of Ageing People. ICT4AWE Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta
2018	C	`conf`	Measurement of the Reaction Time in the 30-S Chair Stand Test using the Accelerometer Sensor Available in off-the-Shelf Mobile Devices. ICT4AWE Ivan Miguel Pires, Diogo Marques, Nuno Pombo, Nuno M. Garcia, Mário Cardoso Marques, Francisco Flórez-Revuelta
2018	A*	`conf`	Multi-Sensor Mobile Platform for the Recognition of Activities of Daily Living and their Environments based on Artificial Neural Networks. IJCAI Ivan Miguel Pires, Nuno Pombo, Nuno M. Garcia, Francisco Flórez-Revuelta
2018	J	`jnl`	Pattern recognition techniques for the identification of Activities of Daily Living using mobile device accelerometer. PeerJ Prepr. Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Susanna Spinsante, Maria Cristina Canavarro Teixeira, Eftim Zdravevski
2018	J	`jnl`	Recognition of Activities of Daily Living Based on Environmental Analyses Using Audio Fingerprinting Techniques: A Systematic Review. Sensors Ivan Miguel Pires, Rui Santos, Nuno Pombo, Nuno M. Garcia, Francisco Flórez-Revuelta, Susanna Spinsante, Rossitza Goleva, Eftim Zdravevski
2018	J	`jnl`	Validation of a method for the estimation of energy expenditure during physical activity using a mobile device accelerometer. J. Ambient Intell. Smart Environ. Ivan Miguel Pires, Virginie Felizardo, Nuno Pombo, Mario Drobics, Nuno M. Garcia, Francisco Flórez-Revuelta
2017	J	`jnl`	A Multiple Source Framework for the Identification of Activities of Daily Living Based on Mobile Device Data. CoRR Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta
2017	J	`jnl`	Data Fusion on Motion and Magnetic Sensors embedded on Mobile Devices for the Identification of Activities of Daily Living. CoRR Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Susanna Spinsante
2017	—	`conf`	Limitations of Energy Expenditure Calculation Based on a Mobile Phone Accelerometer. HPCS Ivan Miguel Pires, Virginie Felizardo, Nuno Pombo, Nuno M. Garcia
2017	J	`jnl`	Pattern Recognition Techniques for the Identification of Activities of Daily Living using Mobile Device Accelerometer. CoRR Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Susanna Spinsante
2017	J	`jnl`	User Environment Detection with Acoustic Sensors Embedded on Mobile Devices for the Recognition of Activities of Daily Living. CoRR Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta
2016	J	`jnl`	From Data Acquisition to Data Fusion: A Comprehensive Review and a Roadmap for the Identification of Activities of Daily Living Using Mobile Devices. Sensors Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta
2016	—	`conf`	Identification of Activities of Daily Living Using Sensors Available in off-the-shelf Mobile Devices: Research and Hypothesis. ISAmI Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta
2016	J	`jnl`	Validation Techniques for Sensor Data in Mobile Health Applications. J. Sensors Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta, Natalia Díaz Rodríguez
2015	—	`conf`	Calculation of Jump Flight Time using a Mobile Device. HEALTHINF Ivan Miguel Pires, Nuno M. Garcia, Maria Cristina Canavarro Teixeira
2015	—	`conf`	Wound Area Assessment using Mobile Application. BIODEVICES Ivan Miguel Pires, Nuno M. Garcia