logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
J

João Gama

University of Porto

62H-index
623Paper Count
2.2WCitation Count
Published Papers 74
Publication Date
logo
Unsupervised Concept Drift Detector for Data Streams With Varying Feature Spaces
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-04-07
err0
PREAI
errRuirui Zhao; Jianbin Sun; Jiang Jiang; João Gama
errShare
errSave
A Deep Learning Framework for Forecasting Medium-Term Covariance in Multiasset Portfolios
errJournal of Forecasting
IF2.7
err2026-02-01
err0
errOAAI
errPedro Reis; Ana Paula Serra; João Gama
errShare
errSave
Interpretable Predictive Maintenance: Combining Anomaly Detection with Quantitative Root Cause Analysis
errPROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT II
IF0
err2026-01-01
err0
PREAI
errBarbosa, Ines; Gama, Joao; Veloso, Bruno
errShare
errSave
Network-based Anomaly Detection in Waste Transportation Data with Limited Supervision
errAPPLIED NETWORK SCIENCE
IF1.5
err2025-11-20
err0
errOAAI
errShaji, Nirbhaya; Tabassum, Shazia; Ribeiro, Rita P.; Gama, Joao; Gorgulho, Joana; Garcia, Ana; Santana, Pedro
errShare
errSave
Fish swarm parameter self-tuning for data streams
errData Mining and Knowledge Discovery
IF4.3
err2025-11-11
err0
PREAI
errBruno Veloso; Hugo Amorim Neto; Fernando Buarque; João Gama
errShare
errSave
Building of transformer-based RUL predictors supported by explainability techniques: application on real industrial datasets
errInformation Fusion
IF15.5
err2025-11-07
err0
errOAAI
errRicardo Dintén; Marta Zorrilla; Bruno Veloso; João Gama
errShare
errSave
RMIDDM: an unsupervised and interpretable concept drift detection method for data streams
errData Mining and Knowledge Discovery
IF4.3
err2025-09-18
err0
PREAI
errRuivaldo Neto; Brenno Alencar; Heitor Murilo Gomes; Albert Bifet; João Gama; Guilherme Cassales; Ricardo Rios
errShare
errSave
Salvador Urban Network Transportation (SUNT): A Landmark Spatiotemporal Dataset for Public Transportation
errScientific Data
IF6.9
err2025-07-30
err0
errOAAI
errMarcos V. Ferreira; Matheus Souza; Tatiane N. Rios; Islame F. C. Fernandes; Jorge Nery; João Gama; Albert Bifet; Ricardo A. Rios
errShare
errSave
Online learning from drifting capricious data streams with flexible Hoeffding tree
errInformation Processing & Management
IF6.9
err2025-06-07
err0
PREAI
errRuirui Zhao; Yaqian You; Jianbin Sun; João Gama; Jiang Jiang
errShare
errSave
AI's effect on innovation capacity in the context of industry 5.0: a scoping review
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2024-07-26
err1
errOAAI
errBecue, Adrien; Gama, Joao; Brito, Pedro Quelhas
errShare
errSave
SWINN: Efficient nearest neighbor search in sliding windows using graphs
errINFORMATION FUSION
IF15.5
err2024-01-01
err0
errOAAI
errMastelini, Saulo Martiello; Veloso, Bruno; Halford, Max; de Carvalho, Andre Carlos Ponce de Leon Ferreira; Gama, Joao
errShare
errSave
Guest Editorial: Special Issue on Stream Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-10-01
err0
errOAAI
errLu, Jie; Gama, Joao; Yao, Xin; Minku, Leandro
errShare
errSave
Towards federated learning: An overview of methods and applications
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2023-01-10
err8
PREAI
errSilva, Paula Raissa; Vinagre, Joao; Gama, Joao
errShare
errSave
Social network analytics and visualization: Dynamic topic-based influence analysis in evolving micro-blogs
errEXPERT SYSTEMS
IF2.3
err2022-11-27
err6
PREAI
errTabassum, Shazia; Gama, Joao; Azevedo, Paulo J.; Cordeiro, Mario; Martins, Carlos; Martins, Andre
errShare
errSave
Identification of morphologically cryptic species with computer vision models: wall lizards (Squamata: Lacertidae: Podarcis) as a case study
errZOOLOGICAL JOURNAL OF THE LINNEAN SOCIETY
IF2.8
err2022-10-28
err9
PREAI
errPinho, Catarina; Kaliontzopoulou, Antigoni; Ferreira, Carlos A.; Gama, Joao
errShare
errSave
Host-based IDS: A review and open issues of an anomaly detection system in IoT
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-08-01
err47
PREAI
errMartins, Ines; Resende, Joao S.; Sousa, Patricia R.; Silva, Simao; Antunes, Luis; Gama, Joao
errShare
errSave
Data-Driven Predictive Maintenance
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2022-07-01
err4
PREAI
errGama, Joao; Ribeiro, Rita P.; Veloso, Bruno
errShare
errSave
Methods and tools for causal discovery and causal inference
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2022-01-19
err86
errOAAI
errNogueira, Ana Rita; Pugnana, Andrea; Ruggieri, Salvatore; Pedreschi, Dino; Gama, Joao
errShare
errSave
Hyperparameter self-tuning for data streams
errINFORMATION FUSION
IF15.5
err2021-12-01
err23
errOAAI
errVeloso, Bruno; Gama, Joao; Malheiro, Benedita; Vinagre, Joao
errShare
errSave
A Survey on Data-Driven Predictive Maintenance for the Railway Industry
errSENSORS
IF3.5
err2021-08-26
err54
errOAAI
errDavari, Narjes; Veloso, Bruno; Costa, Gustavo de Assis; Pereira, Pedro Mota; Ribeiro, Rita P.; Gama, Joao
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
X
Xin Yao
H-index: 116 · Papers: 1.5K
H
Heleen Riper
H-index: 85 · Papers: 431
J
Jie Lü
H-index: 80 · Papers: 1.1K
S
Sašo Džeroski
H-index: 64 · Papers: 599
A
André C. P. L. F. de Carvalho
H-index: 60 · Papers: 731
View more