Ano (publicação definitiva)	Tipo de publicação	Autores	Título	Publicada em...	Quartil	Citações Web of Science®	Citações Scopus	Citações Google Scholar	Ver Mais
2026	Artigo em revista científica	Noetzold, D. Leithardt, V. R. Q.; Barbosa, J. L. V.	Performance monitoring and self-adaptation in smart environments: A systematic literature review	Telecommunication Systems	Q2	0	0	--
2026	Artigo em revista científica	Noetzold, D. Leithardt, V. R. Q.; Paz Santana, J F. de. Barbosa, J. L. V.	Oraculum: A model for self-adaptive system optimization in smart environments	Expert Systems with Applications	Q1	0	--	0
2026	Artigo em revista científica	Carvalho, J. P. M. Stefenon, S. F. Leithardt, V. R. Q.; Seman, L. O. Yow, K.-C. Paz Santana, J. F. de.	Input attention, squeeze and excitation, and spatial transformer of YOLO for fault detection using UAV	Ain Shams Engineering Journal	Q1	0	0	0
2026	Artigo em revista científica	Seman, L. O. Buratto, W. G. Villarrubia Gonzalez, G. Leithardt, V. R. Q.; Nied, A. Stefenon, S. F.	Differentiable neural search architecture with zero-cost metrics for insulator fault prediction	Results in Engineering	Q1	0	0	0
2025	Artigo em revista científica	Noetzold, D. Rossetto, A. G. de M. Barbosa, J. L. V. Leithardt, V. R. Q.;	Investigation and optimization of StringDeduplication with custom heuristic in different versions of the JVM	IEEE Latin America Transactions	Q2	0	1	2
2025	Artigo em revista científica	Neto, E. G. V. Peixoto Jr., S. A. Leithardt, V. R. Q.; Santana, J. F. P. Anjos, J. C. S. dos.	Adding data quality to federated learning performance improvement	IEEE Access	Q1	1	1	1
2025	Artigo em revista científica	Dos Santos, R. P. Matos-Carvalho, J. Leithardt, V.;	Deep learning in time series forecasting with transformer models and RNNs	PeerJ Computer Science	Q1	5	7	7
2025	Artigo em revista científica	Stefenon, S. F. Seman, L. O. Yamaguchi, C. K. Coelho, L. dos S. Mariani, V. C. Matos-Carvalho, J. P. Leithardt, V. R. Q.;	Neural hierarchical interpolation time series for reservoir level multi-horizon forecasting in hydroelectric power plants	IEEE Access	Q1	15	16	21
2024	Artigo em revista científica	Noetzold, D. Rossetto, A. G. D. M. Leithardt, V. R. Q.; Costa, H. J. de M.	Enhancing infrastructure observability: Machine learning for proactive monitoring and anomaly detection	Journal of Internet Services and Applications	Q2	3	2	6
2024	Artigo em revista científica	Soares, C. C. S. Silva, L. A. Fernandes, A. Villarrubia González, G. Leithardt, V. R. Q.; Parreira, W. D.	Intelligent sensors in assistive systems for deaf people: A comprehensive review	PeerJ Computer Science	Q1	1	1	2
2024	Artigo em revista científica	Noetzold, D. Rossetto, A. G. de M. Silva, L. A. Crocker, P. Leithardt, V. R. Q.;	JVM optimization: An empirical analysis of JVM configurations for enhanced web application performance	SoftwareX	Q2	3	1	1
2024	Artigo em revista científica	Stefenon, S. F. Seman, L. O. Klaar, A. C. R. García Ovejero, R. Leithardt, V. R. Q.;	Hypertuned-YOLO for interpretable distribution power grid fault location based on EigenCAM	Ain Shams Engineering Journal	Q1	36	40	56
2024	Artigo em revista científica	Fernandes, A. M. R. Leithardt, V. R. Q.; Santana, J. F. P.	Novelty detection algorithms to help identify abnormal activities in the daily lives of elderly people	IEEE Latin America Transactions	Q2	2	5	7
2023	Artigo em revista científica	Fernanda C. Orlandi Julio C. S. dos Anjos de Paz Santana, Juan Francisco Valderi R. Q. Leithardt; Claudio F. R. Geyer	Entropy to mitigate non-IID data problem on Federated Learning for the Edge Intelligence environment	IEEE Access	Q1	25	32	41
2023	Artigo em revista científica	Luís Augusto Silva Valderi R. Q. Leithardt; Vivian Félix López Batista Villarrubia Gonzalez, Gabriel de Paz Santana, Juan Francisco	Automated Road Damage Detection Using UAV Images and Deep Learning Techniques	IEEE Access	Q1	60	88	106
2023	Artigo em revista científica	Rubens Vicente De Liz Bomer Zeferino, Cesar Albenes Laio Oriel Seman Valderi R. Q. Leithardt;	Worst-Case Communication Time Analysis for On-Chip Networks with Finite Buffers	IEEE Access	Q1	0	3	5
2023	Artigo em revista científica	Hussain, Faisal Goncalves, Norberto Jorge Alexandre, Daniel Coelho, Paulo Jorge Albuquerque, Carlos Valderi R. Q. Leithardt; Pires, Ivan Miguel	A smartphone accelerometer data-driven approach to recognize activities of daily life: A comparative study	Smart Health	Q1	2	5	7
2023	Artigo em revista científica	Morais, Rui Crocker, Paul Valderi R. Q. Leithardt;	Nero: A Deterministic Leaderless Consensus Algorithm for DAG-Based Cryptocurrencies	Algorithms	Q1	7	10	17
2023	Artigo em revista científica	Santos, Rogério P. dos Fachada, N. Beko, Marko Valderi R. Q. Leithardt;	A Rapid Review on the Use of Free and Open Source Technologies and Software Applied to Precision Agriculture Practices	Journal of Sensor and Actuator Networks	Q1	10	13	21
2023	Artigo em revista científica	Starke, Leandro Hoppe, Aurélio Faustino Sartori, Andreza Stefenon, Stefano Frizzo de Paz Santana, Juan Francisco Valderi R. Q. Leithardt;	Interference recommendation for the pump sizing process in progressive cavity pumps using graph neural networks	Scientific Reports	Q1	14	12	20
2023	Artigo em revista científica	Corso, Marcelo Picolotto Stefenon, Stefano Frizzo Singh, Gurmail Matsuo, Marcos Vinicius Perez, Fábio Luis Valderi R. Q. Leithardt;	Evaluation of visible contamination on power grid insulators using convolutional neural networks	Electrical Engineering	Q2	35	35	50
2023	Artigo em revista científica	Humberto Jorge De Moura Costa Cristiano Andre Da Costa Rodolfo Stoffel Antunes Rodrigo Da Rosa Righi Crocker, Paul Valderi R. Q. Leithardt;	ID-Care: a Model for Sharing Wide Healthcare Data	IEEE Access	Q1	3	6	8
2023	Artigo em revista científica	Frederico Ferlini Felipe Viel Laio Oriel Seman Hector Pettenghi Eduardo Augusto Bezerra Valderi R. Q. Leithardt;	A Methodology for Accelerating FPGA Fault Injection Campaign Using ICAP	Electronics	Q2	9	11	15
2023	Artigo em revista científica	Anubis G. de Moraes Rossetto Thauany C. Martins Luís Augusto Silva Daiana R. F. Leithardt Beatriz María Bermejo-Gil Valderi R. Q. Leithardt;	An analysis of the use of augmented reality and virtual reality as educational resources	Computer Applications in Engineering Education	Q1	15	28	47
2023	Artigo em revista científica	Westarb, Gustavo Stefenon, Stefano Frizzo Hoppe, Aurélio Faustino Sartori, Andreza Klaar, Anne Carolina Rodrigues Valderi R. Q. Leithardt;	Complex graph neural networks for medication interaction verification	Journal of Intelligent and Fuzzy Systems	Q1	12	11	17
2023	Artigo em revista científica	Felipe Viel Renato Cotrim Maciel Laio Oriel Seman Zeferino, Cesar Albenes Eduardo Augusto Bezerra Valderi R. Q. Leithardt;	Hyperspectral Image Classification: An Analysis Employing CNN, LSTM, Transformer, and Attention Mechanism	IEEE Access	Q1	47	54	68
2022	Artigo em revista científica	Victória Branca Moron Débora Nice Ferrari Barbosa Gustavo Roese Sanfelice Jorge Luis Victória Barbosa Daiana R. F. Leithardt Valderi R. Q. Leithardt;	Executive Functions, Motor Development, and Digital Games Applied to Elementary School Children: A Systematic Mapping Study	Education Sciences	Q1	12	10	19
2022	Artigo em revista científica	Joelton Cezar Vieira Sartori, Andreza Stefenon, Stefano Frizzo Perez, Fábio Luis Gabriel Schneider de Jesus Valderi R. Q. Leithardt;	Low-Cost CNN for Automatic Violence Recognition on Embedded System	IEEE Access	Q1	30	55	79
2022	Artigo em revista científica	Stefenon, Stefano Frizzo Rafael Bruns Sartori, Andreza Luiz Henrique Meyer Ovejero, Raúl García Valderi R. Q. Leithardt;	Analysis of the Ultrasonic Signal in Polymeric Contaminated Insulators Through Ensemble Learning Methods	IEEE Access	Q1	38	41	57
2022	Artigo em revista científica	Nemesio Fava Sopelsa Neto Stefenon, Stefano Frizzo Luiz Henrique Meyer Ovejero, Raúl García Valderi R. Q. Leithardt;	Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models	Sensors	Q1	58	60	91
2022	Artigo em revista científica	Nathielle Waldrigues Branco Mariana Santos Matos Cavalca Stefenon, Stefano Frizzo Valderi R. Q. Leithardt;	Wavelet LSTM for Fault Forecasting in Electrical Power Grids	Sensors	Q1	54	59	79
2022	Artigo em revista científica	Stefenon, Stefano Frizzo Laio Oriel Seman Bruno Antonio Pavan Ovejero, Raúl García Valderi R. Q. Leithardt;	Optimal design of electrical power distribution grid spacers using finite element method	IET Generation, Transmission & Distribution	Q1	28	30	44
2022	Artigo em revista científica	Maurício Pasetto de Freitas Vinícius Aquino Piai Ricardo Heffel Farias Da Rocha Fernandes, Anita Maria Anubis Graciela de Moraes Rossetto Valderi R. Q. Leithardt;	Artificial Intelligence of Things Applied to Assistive Technology: A Systematic Literature Review	Sensors	Q1	47	70	135
2022	Artigo em revista científica	Vinicius Almeida Dos Santos Wemerson Delcio Parreira Da Rocha Fernandes, Anita Maria Ovejero, Raúl García Valderi R. Q. Leithardt;	Improving Speaker Recognition in Environmental Noise With Adaptive Filter	IEEE Access	Q1	4	3	8
2022	Artigo em revista científica	Humberto Jorge De Moura Costa Cristiano Andre Da Costa Rodrigo Da Rosa Righi Rodolfo Stoffel Antunes de Paz Santana, Juan Francisco Valderi R. Q. Leithardt;	A Fog and Blockchain Software Architecture for a Global Scale Vaccination Strategy	IEEE Access	Q1	17	24	31
2022	Artigo em revista científica	Anubis Graciela de Moraes Rossetto Sega, Christofer L. Valderi R. Q. Leithardt;	An Architecture for Managing Data Privacy in Healthcare with Blockchain	Sensors	Q1	26	35	51
2022	Artigo em revista científica	Pereira, F. Crocker, Paul Valderi R. Q. Leithardt;	PADRES: Tool for PrivAcy, Data REgulation and Security	SoftwareX	Q2	36	38	53
2022	Artigo em revista científica	Kassiano J. Matteussi Julio C. S. dos Anjos Valderi R. Q. Leithardt; Claudio F. R. Geyer	Performance Evaluation Analysis of Spark Streaming Backpressure for Data-Intensive Pipelines	Sensors	Q1	8	8	20
2022	Artigo em revista científica	Lima, Robson Filippetto, Alexsandro S. Heckler, Wesllei Jorge Luis Victória Barbosa Valderi R. Q. Leithardt;	Towards ubiquitous requirements engineering through recommendations based on context histories	PeerJ Computer Science	Q2	6	6	12
2021	Artigo em revista científica	Luiz Henrique Salazar Valderi R. Q. Leithardt; Wemerson Delcio Parreira Da Rocha Fernandes, Anita Maria Jorge Luis Victória Barbosa Sérgio Duarte Correia	Application of Machine Learning Techniques to Predict a Patient’s No-Show in the Healthcare Sector	Future Internet	Q2	29	40	61
2021	Artigo em revista científica	Stefenon, Stefano Frizzo Corso, Marcelo Picolotto Nied, Ademir Perez, Fábio Luis Kin‐Choong Yow Villarrubia Gonzalez, Gabriel Valderi R. Q. Leithardt;	Classification of insulators using neural network based on computer vision	IET Generation, Transmission & Distribution	Q1	47	54	74
2021	Artigo em revista científica	Francisco Garcia Encinas Luís Augusto Silva Mendes, André Sales Villarrubia Gonzalez, Gabriel Valderi R. Q. Leithardt; de Paz Santana, Juan Francisco	Singular Spectrum Analysis for Source Separation in Drone-Based Audio Recording	IEEE Access	Q1	9	10	16
2021	Artigo em revista científica	Fernandes, Filipe Stefenon, Stefano Frizzo Laio Oriel Seman Nied, Ademir Ferreira, Fernanda Cristina Silva Subtil, Maria Cristina Mazzetti Klaar, Anne Carolina Rodrigues Valderi R. Q. Leithardt;	Long short-term memory stacking model to predict the number of cases and deaths caused by COVID-19	Journal of Intelligent & Fuzzy Systems	Q2	30	34	53
2021	Artigo em revista científica	Mateos Matilla, Diego Lozano Murciego, Álvaro Jiménez-Bravo, Diego M. Mendes, André Sales Valderi R. Q. Leithardt;	Low-cost Edge Computing devices and novel user interfaces for monitoring pivot irrigation systems based on Internet of Things and LoRaWAN technologies	Biosystems Engineering	Q1	29	27	53
2021	Artigo em revista científica	Lídia Martins da Silva Lucas Pfeiffer Salomão Dias Sandro José Rigo Jorge Luis Victória Barbosa Daiana R. F. Leithardt Valderi R. Q. Leithardt;	A Literature Review on Intelligent Services Applied to Distance Learning	Education Sciences	Q1	16	16	35
2021	Artigo em revista científica	Lídia Martins da Silva Lucas P. S. DIAS Jorge Luis Victória Barbosa Sandro José Rigo Julio C. S. dos Anjos Claudio F. R. Geyer Valderi R. Q. Leithardt;	Learning analytics and collaborative groups of learners in distance education: a systematic mapping study	Informatics in Education	Q1	17	19	36
2021	Artigo em revista científica	Corso, Marcelo Picolotto Perez, Fábio Luis Stefenon, Stefano Frizzo Kin-Choong Yow Ovejero, Raúl García Valderi R. Q. Leithardt;	Classification of Contaminated Insulators Using k-Nearest Neighbors Based on Computer Vision	Computers	Q2	56	61	83
2021	Artigo em revista científica	Leandro Pinto Fava João Carlos Furtado Gilson Augusto Helfer Jorge Luis Victória Barbosa Beko, Marko Sérgio Duarte Correia Valderi R. Q. Leithardt;	A Multi-Start Algorithm for Solving the Capacitated Vehicle Routing Problem with Two-Dimensional Loading Constraints	Symmetry	Q1	13	12	17
2021	Artigo em revista científica	Gilson Augusto Helfer Jorge Luis Victória Barbosa Douglas Alves Adilson Ben da Costa Beko, Marko Valderi R. Q. Leithardt;	Multispectral Cameras and Machine Learning Integrated into Portable Devices as Clay Prediction Technology	Journal of Sensor and Actuator Networks	Q1	15	22	28
2021	Artigo em revista científica	Bruno Guilherme Martini Gilson Augusto Helfer Jorge Luis Victória Barbosa Regina Célia Espinosa Modolo Marcio Rosa da Silva Rodrigo Marques de Figueiredo Mendes, André Sales Luís Augusto Silva et al.	IndoorPlant: A Model for Intelligent Services in Indoor Agriculture Based on Context Histories	Sensors	Q1	33	40	62
2021	Artigo em revista científica	Nemesio Fava Sopelsa Neto Stefenon, Stefano Frizzo Luiz Henrique Meyer Rafael Bruns Nied, Ademir Laio Oriel Seman Villarrubia Gonzalez, Gabriel Valderi R. Q. Leithardt; et al.	A Study of Multilayer Perceptron Networks Applied to Classification of Ceramic Insulators Using Ultrasound	Applied Sciences	Q2	52	56	78
2021	Artigo em revista científica	Ochoa, Iago Sestrem Valderi R. Q. Leithardt; Leonardo Calbusch de Paz Santana, Juan Francisco Wemerson Delcio Parreira Laio Oriel Seman Zeferino, Cesar Albenes	Performance and Security Evaluation on a Blockchain Architecture for License Plate Recognition Systems	Applied Sciences	Q2	18	21	28
2021	Artigo em revista científica	Savanna Denega Machado João Elison da Rosa Tavares Márcio Garcia Martins Jorge Luis Victória Barbosa Villarrubia Gonzalez, Gabriel Valderi R. Q. Leithardt;	Ambient Intelligence Based on IoT for Assisting People with Alzheimer’s Disease Through Context Histories	Electronics	Q2	32	44	62
2021	Artigo em revista científica	Stefenon, Stefano Frizzo Ribeiro, Matheus Henrique Dal Molin Nied, Ademir Viviana Cocco Mariani Leandro Dos Santos Coelho Valderi R. Q. Leithardt; Luís Augusto Silva Laio Oriel Seman	Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting	IEEE Access	Q1	79	78	95
2021	Artigo em revista científica	Julio C. S. dos Anjos João L. G. Gross Kassiano J. Matteussi Villarrubia Gonzalez, Gabriel Valderi R. Q. Leithardt; Claudio F. R. Geyer	An Algorithm to Minimize Energy Consumption and Elapsed Time for IoT Workloads in a Hybrid Architecture	Sensors	Q1	34	36	62
2021	Artigo em revista científica	Ivo Sérgio Guimarães Brites Lídia Martins da Silva Jorge Luis Victória Barbosa Sandro José Rigo Sérgio Duarte Correia Valderi R. Q. Leithardt;	Machine Learning and IoT Applied to Cardiovascular Diseases Identification through Heart Sounds: A Literature Review	Informatics	Q1	24	31	69
2020	Artigo em revista científica	Paulo Ricardo Rodrigues De Souza Kassiano J. Matteussi Alexandre Da Silva Veith Breno F. Zanchetta Valderi R. Q. Leithardt; Lozano Murciego, Álvaro Edison Pignaton De Freitas Julio C. S. dos Anjos et al.	Boosting Big Data Streaming Applications in Clouds With BurstFlow	IEEE Access	Q1	20	21	27
2020	Artigo em revista científica	Ricardo Gaussmann Dennis Coelho Anita Fernandes Crocker, Paul Valderi R. Q. Leithardt;	Estimated Maintenance Costs of Brazilian Highways Using Machine Learning Algorithms	Journal of Information Systems Engineering and Management	Q3	1	3	6
2020	Artigo em revista científica	Julio C. S. dos Anjos Kassiano J. Matteussi De Souza, Paulo R. R. Grabher, Gabriel J. A. Guilherme A. Borges Jorge Luis Victória Barbosa Villarrubia Gonzalez, Gabriel Valderi R. Q. Leithardt; et al.	Data Processing Model to Perform Big Data Analytics in Hybrid Infrastructures	IEEE Access	Q1	15	28	42
2020	Artigo em revista científica	Luiz Henrique Salazar Anita Fernandes Rudimar Dazzi Nuno Garcia Valderi R. Q. Leithardt;	Using Different Models of Machine Learning to Predict Attendance at Medical Appointments	Journal of Information Systems Engineering and Management	Q3	21	26	32
2020	Artigo em revista científica	Valderi R. Q. Leithardt; Santos, Rogério P. dos Pedro Miguel Silva Felipe Viel Zeferino, Cesar Albenes Silva, J	A Solution for Dynamic Management of User Profiles in IoT Environments	IEEE LATIN AMERICA TRANSACTIONS	Q2	36	37	68
2020	Artigo em revista científica	Stefenon, Stefano Frizzo Laio Oriel Seman Clodoaldo Schutel Furtado Neto Nied, Ademir Darlan Mateus Seganfredo Felipe Garcia da Luz Pablo Henrique Sabino González, José Torreblanca et al.	Electric Field Evaluation Using the Finite Element Method and Proxy Models for the Design of Stator Slots in a Permanent Magnet Synchronous Motor	Electronics	Q2	30	31	44
2020	Artigo em revista científica	Lucas D. L. da Silva Thiago F. Pereira Valderi R. Q. Leithardt; Laio Oriel Seman Zeferino, Cesar Albenes	Hybrid Impedance-Admittance Control for Upper Limb Exoskeleton Using Electromyography	Applied Sciences	Q2	19	21	32
2020	Artigo em revista científica	Arielle Verri Lucca Guilherme Mariano Sborz Valderi R. Q. Leithardt; Beko, Marko Zeferino, Cesar Albenes Wemerson Delcio Parreira	A Review of Techniques for Implementing Elliptic Curve Point Multiplication on Hardware	Journal of Sensor and Actuator Networks	Q1	38	46	67
2020	Artigo em revista científica	Jonas Cesconetto Luís Augusto Silva Fabricio Bortoluzzi María Navarro-Cáceres Zeferino, Cesar Albenes Valderi R. Q. Leithardt;	PRIPRO—Privacy Profiles: User Profiling Management for Smart Environments	Electronics	Q2	16	14	24
2020	Artigo em revista científica	Felipe Viel Luís Augusto Silva Valderi R. Q. Leithardt; de Paz Santana, Juan Francisco Raimundo Celeste Ghizoni Teive Zeferino, Cesar Albenes	An Efficient Interface for the Integration of IoT Devices with Smart Grids	Sensors	Q1	19	23	33
2020	Artigo em revista científica	Ochoa, Iago Sestrem Luís Augusto Silva Gabriel de Mello Nuno M. Garcia de Paz Santana, Juan Francisco Valderi R. Q. Leithardt;	A Cost Analysis of Implementing a Blockchain Architecture in a Smart Grid Scenario Using Sidechains	Sensors	Q1	31	14	48
2020	Artigo em revista científica	João Antônio Martins Ochoa, Iago Sestrem Luís Augusto Silva Mendes, André Sales Villarrubia Gonzalez, Gabriel de Paz Santana, Juan Francisco Valderi R. Q. Leithardt;	PRIPRO: A Comparison of Classification Algorithms for Managing Receiving Notifications in Smart Environments	Applied Sciences	Q2	10	8	21
2020	Artigo em revista científica	Mendes, André Sales Jiménez-Bravo, Diego M. María Navarro-Cáceres Valderi R. Q. Leithardt; Villarrubia Gonzalez, Gabriel	Multi-Agent Approach Using LoRaWAN Devices: An Airport Case Study	Electronics	Q2	24	22	41
2020	Artigo em revista científica	Hugo Lopes Pires, Ivan Miguel Héctor Sánchez San Blas Raúl García-Ovejero Valderi R. Q. Leithardt;	PriADA: Management and Adaptation of Information Based on Data Privacy in Public Environments	Computers	Q2	25	28	39
2019	Artigo em revista científica	Ochoa, Iago Sestrem Luís Augusto Silva Gabriel de Mello Bruno Alves da Silva de Paz Santana, Juan Francisco Villarrubia Gonzalez, Gabriel Nuno M. Garcia Valderi R. Q. Leithardt;	PRICHAIN: A Partially Decentralized Implementation of UbiPri Middleware Using Blockchain	Sensors	Q1	7	12	19
2019	Artigo em revista científica	Luís Augusto Silva Valderi R. Q. Leithardt; Carlos O. Rolim Villarrubia Gonzalez, Gabriel Claudio F. R. Geyer Silva, Jorge Sá	PRISER: Managing Notification in Multiples Devices with Data Privacy Support	Sensors	Q1	24	26	37
2019	Artigo em revista científica	Saraiva, Daniel Valderi R. Q. Leithardt; Paula, Diandre De Mendes, André Sales Villarrubia Gonzalez, Gabriel Crocker, Paul Andrew	PRISEC: Comparison of Symmetric Key Algorithms for IoT Devices	Sensors	Q1	71	85	118
2016	Artigo em revista científica	Carlos Oberdan Rolim Rossetto, Anubis G. de M. Valderi R. Q. Leithardt; Guilherme A. Borges Claudio F. R. Geyer Tatiana F.M. {dos Santos} Adriano M. Souza	Situation awareness and computational intelligence in opportunistic networks to support the data transmission of urban sensing applications	Computer Networks	Q1	19	19	29
2026	Capítulo de livro	Luis Augusto Silva Zendron Lozano Murciego, Álvaro Diego Manuel Jiménez Bravo Da Rocha Fernandes, Anita Maria Valderi R. Q. Leithardt; Villarrubia Gonzalez, Gabriel	Innovative Mosquito Breeding Site Detection	Lecture Notes in Networks and Systems	--	--	0	--
2024	Capítulo de livro	Deon, Samara de Lima, José Donizetti Dranka, Geremi Gilson Ribeiro, Matheus Henrique Dal Molin dos Anjos, Julio Cesar Santos de Paz Santana, Juan Francisco Valderi R. Q. Leithardt;	Ensemble Learning Models for Wind Power Forecasting	New Trends in Disruptive Technologies, Tech Ethics, and Artificial Intelligence	--	1	--	1
2023	Capítulo de livro	Apolinário, Vitor Antonio Bianco, Guilherme Dal Duarte, Denio Valderi R. Q. Leithardt;	Exploring Feature Extraction to Vulnerability Prediction Problem	New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence	--	2	--	4
2023	Capítulo de livro	Santos, Rogério P. dos Beko, Marko Valderi R. Q. Leithardt;	Machine Learning for Automatic Weather Stations: A Case Study	New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence	--	1	--	3
2023	Capítulo de livro	Freitas, Mauricio Anita Fernandes Valderi R. Q. Leithardt;	Identification of Abnormal Behavior in Activities of Daily Life Using Novelty Detection	Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering	--	0	2	3
2023	Capítulo de livro	João L. Daré Pinto Anubis G. de Moraes Rossetto Luís Augusto Silva Valderi R. Q. Leithardt;	Spearmint: A Decentralized Solution for Recording Evidence of Cyberbullying	New Trends in Disruptive Technologies, Tech Ethics and Artificial Intelligence	--	0	--	0
2022	Capítulo de livro	Suzin, Jaine Cristina Zeferino, Cesar Albenes Valderi R. Q. Leithardt;	Digital Statelessness	The Gap Between Technological Advancement and the Full Guarantee of Human Rights	--	4	--	--
2021	Capítulo de livro	Mendes Luis Augusto Silva Héctor Sánchez San Blas Valderi R. Q. Leithardt; Villarubia González	Physical Movement Helps Learning: Teaching Using Tracking Objects with Depth Camera	Trends and Applications in Information Systems and Technologies	--	6	5	12
2019	Capítulo de livro	Ochoa, Iago Sestrem Valderi R. Q. Leithardt;	FakeChain: A Blockchain Architecture to Ensure Trust in Social Media Networks	Quality of Information and Communications Technology	--	26	34	41
2016	Capítulo de livro	Rossetto, Anubis G. de M. Valderi R. Q. Leithardt; Geyer, C.F.R.	A failure detector based on processes’ relevance and the confidence degree in the system for self-healing in ubiquitous environments	Pervasive Computing	--	--	0	0
2015	Capítulo de livro	Carlos O. Rolim Valderi R. Q. Leithardt; Claudio Fernando Resin Geyer	An Ubiquitous Service-Oriented Architecture for Urban Sensing	Agent Technology for Intelligent Mobile Services and Smart Societies	--	--	1	4
2026	Publicação em atas de evento científico	Darlan Noetzold de Paz Santana, Juan Francisco Valderi R. Q. Leithardt; Jorge Luis Victória Barbosa	DN25: An adaptive quantum cryptography protocol for secure and efficient communication	Workshop of Research in Science and Engineering	--	--	--	--
2025	Publicação em atas de evento científico	Costa, P. Noetzold, D. García Ovejero, R. Martín Esteban, R. Leithardt, V.;	Prisec II: A comprehensive model for IoT security	Proceedings of the 5th Int. Conference on Disruptive Technologies, Tech Ethics and Artificial Intelligence (DiTTEt 2025)	Q3	0	--	2
2025	Publicação em atas de evento científico	Darlan Noetzold Valderi R. Q. Leithardt; de Paz Santana, Juan Francisco Jorge Luis Victória Barbosa	A Self-Adaptive Architecture for Predictive and Reinforcement-Based Optimization in Smart Environments	2025 International Symposium on Networks, Computers and Communications (ISNCC)	--	--	0	0
2025	Publicação em atas de evento científico	Humza Sohail Valderi R. Q. Leithardt; Trigo, A.;	PRISEC III: Cryptographic Techniques for Enhanced Security	2025 25th International Conference on Control Systems and Computer Science (CSCS)	--	--	0	2
2025	Publicação em atas de evento científico	Leonardo M. Marson Humberto Jorge De Moura Costa Valderi R. Q. Leithardt; Crocker, Paul Andrew	Detecting Faults in Furniture Parts Using Neural Networks in a Mobile App	2025 25th International Conference on Control Systems and Computer Science (CSCS)	--	--	0	0
2025	Publicação em atas de evento científico	Darlan Noetzold Jorge Luis Victória Barbosa de Paz Santana, Juan Francisco Valderi R. Q. Leithardt;	Q-OPSEC: An Architecture Proposal for Adaptive AI Middleware for Quantum Cryptography	2025 International Conference on Electrical and Computer Engineering Researches (ICECER)	--	--	--	0
2025	Publicação em atas de evento científico	Matos-Carvalho, João P. Stefenon, Stefano Frizzo Kin-Choong Yow Kin-Choong Yow Ovejero, Raúl García Valderi R. Q. Leithardt;	N-BEATS neural network applied for insulator fault prediction considering EMD methods	2025 5th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)	--	--	1	0
2025	Publicação em atas de evento científico	Yamaguchi, C. Stefenon, S. de Paz Santana, J. F. Leithardt, V.;	Are graph neural networks better than standard classifiers?	Proceedings of the 5th Int. Conference on Disruptive Technologies, Tech Ethics and Artificial Intelligence (DiTTEt 2025)	Q3	1	--	1
2024	Publicação em atas de evento científico	Santos, R. Beko, M. Matos-Carvalho, J. P. Leithardt, V.;	Arquiteturas de deep learning multi-input para a otimização da irrigação de precisão	19th Iberian Conference on Information Systems and Technologies (CISTI) - Iberian Proceedings of CISTI 2024	--	--	--	0
2024	Publicação em atas de evento científico	Santos, Rafael Dos Moutinho, Filipe Prazeres, José Valderi R. Q. Leithardt; Matos-Carvalho, João P.	Horses Identification Through Deep Learning Algorithms	2024 8th International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE)	--	--	1	1
2024	Publicação em atas de evento científico	Luís Augusto Silva Beatriz María Bermejo-Gil Robledo, Fátima Pérez Pires, Ivan Miguel Valderi R. Q. Leithardt; Da Rocha Fernandes, Anita Maria	Integrating AI and Telemedicine in Maternal-Infant Care: An Innovative Approach for Personalized Healthcare	Procedia Computer Science	Q2	2	3	5
2023	Publicação em atas de evento científico	Alejano, F. Iglesia, D. Mateos, M. Rivero, A. Leithardt, V.;	Enhancing the interoperability of heterogeneous hardware in the Industry: A multi-agent system proposal	Proceedings - 2023 6th Conference on Cloud and Internet of Things, CIoT 2023	--	0	0	1
2023	Publicação em atas de evento científico	Noetzold, D. Rossetto, A. Izquierdo, L. Leithardt, V.;	Use of spyware integrated with prediction models for computer monitoring	2023 18th Iberian Conference on Information Systems and Technologies (CISTI)	Q4	--	1	3
2023	Publicação em atas de evento científico	Jiménez-Bravo, D. Bajo, J. Dopazo, E. De Paz, J. Leithardt, V.;	Dimensionality-reducing classifiers for Spanish winter maintenance of roadways	Proceedings - 2023 6th Conference on Cloud and Internet of Things, CIoT 2023	--	0	0	0
2023	Publicação em atas de evento científico	Santos, P. Costa, H. Leithardt, V.; Ferreira, P.	An alternative to FaaS cold start latency of low request frequency applications	Proceedings of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2023)	--	--	1	2
2023	Publicação em atas de evento científico	De Souza, G. Lopes, M. Fernandes, A. Leithardt, V.; Crocker, P.	Comparison between sentiment analysis approaches applied to digital games	2023 18th Iberian Conference on Information Systems and Technologies (CISTI)	--	--	0	0
2023	Publicação em atas de evento científico	Santos, R. Beko, M. Leithardt, V.;	Package proposal for data pre-processing for machine learning applied to precision irrigation	Proceedings - 2023 6th Conference on Cloud and Internet of Things, CIoT 2023	--	3	5	7
2022	Publicação em atas de evento científico	Sega, C. Rossetto, A. Correia, S. Leithardt, V.;	An architectural proposal to protect the privacy of health data stored in the blockchain	Iberian Conference on Information Systems and Technologies, CISTI	--	--	3	3
2022	Publicação em atas de evento científico	Correia, S. Perez, R. Matos-Carvalho, J. Leithardt, V.;	µJSON, a lightweight compression scheme for embedded GNSS data transmission on IoT nodes	5th Conference on Cloud and Internet of Things, CIoT 2022	--	2	5	7
2022	Publicação em atas de evento científico	Santos, R. Leithardt, V.; Beko, M.	Analysis of MQTT-SN and LWM2M communication protocols for precision agriculture IoT devices	Iberian Conference on Information Systems and Technologies, CISTI	Q4	--	7	11
2021	Publicação em atas de evento científico	Perez, R. Correia, S. Valderi, R.;	Lossless compression scheme for efficient GNSS data transmission on IoT devices	International Conference on Electrical, Computer, and Energy Technologies, ICECET 2021	--	3	5	7
2021	Publicação em atas de evento científico	Cardoso, M. H. Fernandes, A. Marin, G Leithardt, V.; Crocker, P.	Comparison between different approaches to sentiment analysis in the context of the Portuguese language	2021 16th Iberian Conference on Information Systems and Technologies (CISTI)	--	--	3	4
2020	Publicação em atas de evento científico	Mateos Matilla, D. Diego Manuel Jiménez Bravo Murciego, Á. Leithardt, V.; Sales Mendes, A.	Low cost center pivot irrigation monitoring systems based on IoT and LoRaWAN technologies	2020 IEEE International Workshop on Metrology for Agriculture and Forestry, MetroAgriFor 2020 - Proceedings	--	8	7	14
2019	Publicação em atas de evento científico	Ochoa, I Calbusch, L Viecelli, K de Paz, J Leithardt, V.; Zeferino, C.	Privacy in the internet of things: A study to protect user's data in LPR systems using blockchain	17th International Conference on Privacy, Security and Trust, PST 2019: Proceedings	--	5	13	19
2018	Publicação em atas de evento científico	Viel, F. Silva, A. Leithardt, V.; Zeferino, C.	Internet of things: Concepts, architectures and technologies	13th IEEE International Conference on Industry Applications, INDUSCON 2018 - Proceedings	--	13	9	27
2018	Publicação em atas de evento científico	Ochoa, I. Leithardt, V.; Zeferino, Cesar Albenes Silva, J.	Data transmission performance analysis with smart grid protocol and cryptography algorithms	13th IEEE International Conference on Industry Applications, INDUSCON 2018 - Proceedings	--	7	12	18
2025	Artigo sem avaliação científica	Stefenon, Stefano Frizzo Matos-Carvalho, João P. Valderi R. Q. Leithardt; Kin-Choong Yow	CNN-TFT explained by SHAP with multi-head attention weights for time series forecasting	ARXIV	--	--	--	3
2025	Artigo sem avaliação científica	Darlan Noetzold Anubis Graciela de Moraes Rossetto Valderi R. Q. Leithardt;	A Spyware Platform and Predictive Models for Monitoring Computers	Elsevier SSRN	--	--	--	0
2025	Artigo sem avaliação científica	Matos-Carvalho, João P. Stefenon, Stefano Frizzo Valderi R. Q. Leithardt; Kin-Choong Yow	Time series forecasting based on optimized LLM for fault prediction in distribution power grid insulators	arXiv is a free distribution service and an open-access archive for nearly 2.4 million scholarly articles	--	4	--	10
2025	Artigo sem avaliação científica	Darlan Noetzold Valderi R. Q. Leithardt; Jorge Luis Victória Barbosa	OntOraculum: A Semantic Ontology for Monitoring and Optimizing Performance Metrics in Smart Environments	SSRN Electronic Journal	--	--	--	0
2024	Artigo sem avaliação científica	Rodrigo Craveiro Rodrigues Pedro Miguel Calhau Mateus Valderi R. Q. Leithardt;	Prichain II: CloudGuardian Cloud Security Proposal with Blockchain	arxiv.org	--	0	--	1
2024	Artigo sem avaliação científica	Valderi R. Q. Leithardt; Pedro Costa	Prisec II -- A Comprehensive Model for IoT Security: Cryptographic Algorithms and Cloud Integration	arxiv.org/	--	--	--	2
2024	Artigo sem avaliação científica	Maykon Mota Pereira Valderi R. Q. Leithardt;	Fake News Management an Approach Using Collaborative Networks	SSRN Electronic Journal	--	0	--	1
2024	Artigo sem avaliação científica	Ernesto Gurgel Valente Neto A. Peixoto Valderi R. Q. Leithardt; dos Anjos, Julio Cesar Santos F. de Paz Santana	A New Methodology for Edge Intelligence Data Quality Evaluation in Idd and Non-Iid Dataset in Federated Learning	SSRN - Elsevier	--	--	--	0
2024	Comunicação em evento científico	Santos, Rogério P. dos Beko, Marko Valderi R. Q. Leithardt;	Uma Solução Integrada de Machine Learning e Deep Learning para Melhorar a Eficiência da Irrigação de Precisão	Anais da XXIV Escola Regional de Alto Desempenho da Região Sul (ERAD-RS 2024)	--	--	--	0
2024	Comunicação em evento científico	Anita Fernandes Valderi R. Q. Leithardt; de Paz Santana, Juan Francisco	An Approach to Home Environment Monitoring of People with Disabilities Through AioT	Anais da XXIV Escola Regional de Alto Desempenho da Região Sul (ERAD-RS 2024)	--	--	--	0
2022	Comunicação em evento científico	Santos, Rogério P. dos Beko, Marko Valderi R. Q. Leithardt;	Modelo de Machine Learning em Tempo Real para Agricultura de Precisão	Anais da XXII Escola Regional de Alto Desempenho da Região Sul (ERAD-RS 2022)	--	--	--	8
2025	Editor de revista científica	Valderi R. Q. Leithardt; Crocker, Paul Raúl García-Ovejero	Future Internet - Secure Communication Protocols for Future Computing	--	--	--	--	--
2025	Editor de revista científica	Valderi R. Q. Leithardt;	Data Privacy, Security, and Trust in New Technological Trends—2nd Edition	--	--	--	--	--
2025	Editor de revista científica	Valderi R. Q. Leithardt; de Paz Santana, Juan Francisco Loures, L.	Discover Internet of Things	--	Q1	--	0	--
2023	Editor de revista científica	Valderi R. Q. Leithardt;	Data Privacy, Security, and Trust in New Technological Trends	--	--	--	--	--
2023	Artigo de revisão	Hanna Vitaliyivna Denysyuk Rui João Pinto Pedro Miguel Silva Rui Pedro Duarte Francisco Alexandre Marinho Luis Pimenta Gouveia, A Valderi R. Q. Leithardt;	Algorithms for automated diagnosis of cardiovascular diseases based on ECG data: A comprehensive systematic review	Heliyon	Q1	30	41	59
2025	Periódico generalista	Regiane Brasilina de Oliveira Valderi R. Q. Leithardt;	Gestão integrada de riscos em ambientes universitários: cibersegurança, informação e privacidade de dados	Brazilian Journal of Development	--	0	--	0
2022	Periódico generalista	Carolina Tavares Duarte Valderi R. Q. Leithardt; Crocker, Paul Jorge Luis Victória Barbosa Daniel Hernadez de La Iglesia Augusto Silva	Uma Proposta de Solução Abordando o Contexto de Notícias Falsas em Países de Língua Portuguesa	RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao	--	--	1	1
2021	Periódico generalista	Steffens Henrique Maria da Rocha Fernandes Lyra Luis Scaranto Dazzi Valderi R. Q. Leithardt; Crocker Correia	Classifying Garments from Fashion-MNIST Dataset Through CNNs	Advances in Science, Technology and Engineering Systems Journal	--	14	--	58
2018	Periódico generalista	Valderi R. Q. Leithardt; Luis Augusto Silva	PRISER - Utilização de BLE para localização e notificação com base na privacidade de dados	ReABTIC	--	2	--	--
2026	Relatório	Mendonça Crocker Valderi R. Q. Leithardt;	Comparative Performance Dataset: Post-Quantum Cryptography Standards vs. Classical Cryptographic Baselines	--	--	--	--	--
2026	Relatório	Darlan Noetzold Valderi R. Q. Leithardt;	Fundamentals, Recent Advances, and Challenges Regarding Cryptographic Algorithms for the Quantum Computing Era	--	--	--	--	0
2026	Relatório	Darlan Noetzold Jorge Luis Victória Barbosa F. de Paz Santana Valderi R. Q. Leithardt;	A Comprehensive Dataset for Context-Aware Security Monitoring for Anomaly Detection	--	--	--	--	--