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J

Jesse Read

institut polytechnique de paris

33H-index
141Paper Count
7.7KCitation Count
Published Papers 26
Publication Date
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I-GLIDE: Input Groups for Latent Health Indicators in Degradation Estimation
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
IF0
err2026-01-01
err0
PREAI
errThil, Lucas; Read, Jesse; Kaddah, Rim; Doquet, Guillaume
errShare
errSave
SLEADE: Disagreement-Based Semi-Supervised Learning for Sparsely Labeled Evolving Data Streams
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-12-23
err0
PREAI
errHeitor Murilo Gomes; Jesse Read; Maciej Grzenda; Bernhard Pfahringer; Albert Bifet
errShare
errSave
Supervised Learning from Data Streams: An Overview and Update
errACM Computing Surveys
IF28
err2025-07-11
err0
PREAI
errJesse Read; Indre Zliobaite
errShare
errSave
Autoreplicative random forests with applications to missing value imputation
errMACHINE LEARNING
IF2.9
err2024-08-01
err0
PREAI
errAntonenko, Ekaterina; Carreno, Ander; Read, Jesse
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errSave
From multi-label learning to cross-domain transfer: a model-agnostic approach
errAPPLIED INTELLIGENCE
IF3.5
err2023-08-03
err1
errOAAI
errRead, Jesse
errShare
errSave
Multi-output regression with structurally incomplete target labels: A case study of modelling global vegetation cover
errECOLOGICAL INFORMATICS
IF7.3
err2022-12-01
err2
PREAI
errBeigaite, Rita; Read, Jesse; Zliobaite, Indre
errShare
errSave
A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams
errACM COMPUTING SURVEYS
IF28
err2022-11-21
err18
errOAAI
errGomes, Heitor Murilo; Grzenda, Maciej; Mello, Rodrigo; Read, Jesse; Le Nguyen, Minh Huong; Bifet, Albert
errShare
errSave
Optimality in noisy importance sampling
errSIGNAL PROCESSING
IF3.6
err2022-05-01
err5
errOAAI
errLlorente, Fernando; Martino, Luca; Read, Jesse; Delgado-Gomez, David
errShare
errSave
A joint introduction to Gaussian Processes and Relevance Vector Machines with connections to Kalman filtering and other kernel smoothers
errINFORMATION FUSION
IF15.5
err2021-10-01
err43
errOAAI
errMartino, Luca; Read, Jesse
errShare
errSave
Probabilistic regressor chains with Monte Carlo methods
errNEUROCOMPUTING
IF6.5
err2020-11-01
err11
errOAAI
errRead, Jesse; Martino, Luca
errShare
errSave
An empirical analysis of binary transformation strategies and base algorithms for multi-label learning
errMACHINE LEARNING
IF2.9
err2020-06-10
err13
errOAAI
errRivolli, Adriano; Read, Jesse; Soares, Carlos; Pfahringer, Bernhard; de Carvalho, Andre C. P. L. F.
errShare
errSave
Adaptive random forests for evolving data stream classification (vol 106, pg 1469, 2017)
errMACHINE LEARNING
IF2.9
err2019-03-13
err12
errOAAI
errGomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabricio; Pfahringer, Bernhard; Holmes, Geoff; Abdessalem, Talel
errShare
errSave
Error-space representations for multi-dimensional data streams with temporal dependence
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2018-07-30
err3
PREAI
errRead, Jesse; Tziortziotis, Nikolaos; Vazirgiannis, Michalis
errShare
errSave
A survey of evaluation methods for personal route and destination prediction from mobility traces
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2017-11-17
err8
errOAAI
errStegmann, Roelant A.; Zliobaite, Indre; Tolvanen, Tuukka; Hollmen, Jaakko; Read, Jesse
errShare
errSave
Adaptive random forests for evolving data stream classification
errMACHINE LEARNING
IF2.9
err2017-06-13
err483
errOAAI
errGomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabricio; Pfharinger, Bernhard; Holmes, Geoff; Abdessalem, Talel
errShare
errSave
Data stream classification using random feature functions and novel method combinations
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2017-05-01
err10
errOAAI
errMarron, Diego; Read, Jesse; Bifet, Albert; Navarro, Nacho
errShare
errSave
Multi-label methods for prediction with sequential data
errPATTERN RECOGNITION
IF7.6
err2017-03-01
err21
errOAAI
errRead, Jesse; Martino, Luca; Hollmen, Jaakko
errShare
errSave
Identifying the main drivers for the production and maturation of Scots pine tracheids along a temperature gradient
errAGRICULTURAL AND FOREST METEOROLOGY
IF5.7
err2017-01-01
err14
PREAI
errKulmala, Liisa; Read, Jesse; Nojd, Pekka; Rathgeber, Cyrille B. K.; Cuny, Henri E.; Hollmen, Jaakko; Makinen, Harri
errShare
errSave
Labeling sensing data for mobility modeling
errenterprise information systems
IF3.4
err2016-04-01
err3
PREAI
errRead, Jesse; Zliobaite, Indre; Hollmen, Jaakko
errShare
errSave
Scalable multi-output label prediction: From classifier chains to classifier trellises
errPATTERN RECOGNITION
IF7.6
err2015-06-01
err64
errOAAI
errRead, Jesse; Martino, Luca; Olmos, Pablo M.; Luengo, David
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
E
Eibe Frank
H-index: 63 · Papers: 237
A
André C. P. L. F. de Carvalho
H-index: 60 · Papers: 731
P
Pedro Larrañaga
H-index: 58 · Papers: 430
B
Bernhard Pfahringer
H-index: 52 · Papers: 313
A
Albert Bifet
H-index: 49 · Papers: 366
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