Jesse Read - Publications, H-index & Citations

Jesse Read

institut polytechnique de paris

33H指数

141论文数

7.7K被引数

收录论文 26

发表时间

I-GLIDE: Input Groups for Latent Health Indicators in Degradation Estimation I-GLIDE：退化估计中潜在健康指标的输入分组

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI

IF0

2026-01-01

PREAI

Thil, Lucas; Read, Jesse; Kaddah, Rim; Doquet, Guillaume

SLEADE: Disagreement-Based Semi-Supervised Learning for Sparsely Labeled Evolving Data Streams SLEADE：基于分歧的稀疏标记演化数据流半监督学习

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-12-23

PREAI

Heitor Murilo Gomes; Jesse Read; Maciej Grzenda; Bernhard Pfahringer; Albert Bifet

Supervised Learning from Data Streams: An Overview and Update 数据流中的监督学习: 概述和更新

ACM Computing Surveys

IF28

2025-07-11

PREAI

Jesse Read; Indre Zliobaite

Autoreplicative random forests with applications to missing value imputation

MACHINE LEARNING

IF2.9

2024-08-01

PREAI

Antonenko, Ekaterina; Carreno, Ander; Read, Jesse

From multi-label learning to cross-domain transfer: a model-agnostic approach

APPLIED INTELLIGENCE

IF3.5

2023-08-03

OAAI

Read, Jesse

Multi-output regression with structurally incomplete target labels: A case study of modelling global vegetation cover

ECOLOGICAL INFORMATICS

IF7.3

2022-12-01

PREAI

Beigaite, Rita; Read, Jesse; Zliobaite, Indre

A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams 延迟部分标记数据流的半监督学习研究综述

ACM COMPUTING SURVEYS

IF28

2022-11-21

OAAI

Gomes, Heitor Murilo; Grzenda, Maciej; Mello, Rodrigo; Read, Jesse; Le Nguyen, Minh Huong; Bifet, Albert

Optimality in noisy importance sampling

SIGNAL PROCESSING

IF3.6

2022-05-01

OAAI

Llorente, Fernando; Martino, Luca; Read, Jesse; Delgado-Gomez, David

A joint introduction to Gaussian Processes and Relevance Vector Machines with connections to Kalman filtering and other kernel smoothers

INFORMATION FUSION

IF15.5

2021-10-01

OAAI

Martino, Luca; Read, Jesse

Probabilistic regressor chains with Monte Carlo methods

NEUROCOMPUTING

IF6.5

2020-11-01

OAAI

Read, Jesse; Martino, Luca

An empirical analysis of binary transformation strategies and base algorithms for multi-label learning

MACHINE LEARNING

IF2.9

2020-06-10

OAAI

Rivolli, Adriano; Read, Jesse; Soares, Carlos; Pfahringer, Bernhard; de Carvalho, Andre C. P. L. F.

Adaptive random forests for evolving data stream classification (vol 106, pg 1469, 2017)

MACHINE LEARNING

IF2.9

2019-03-13

OAAI

Gomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabricio; Pfahringer, Bernhard; Holmes, Geoff; Abdessalem, Talel

Error-space representations for multi-dimensional data streams with temporal dependence 具有时间依赖性的多维数据流的误差空间表示

PATTERN ANALYSIS AND APPLICATIONS

IF2

2018-07-30

PREAI

Read, Jesse; Tziortziotis, Nikolaos; Vazirgiannis, Michalis

A survey of evaluation methods for personal route and destination prediction from mobility traces

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2017-11-17

OAAI

Stegmann, Roelant A.; Zliobaite, Indre; Tolvanen, Tuukka; Hollmen, Jaakko; Read, Jesse

Adaptive random forests for evolving data stream classification

MACHINE LEARNING

IF2.9

2017-06-13

483

OAAI

Gomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabricio; Pfharinger, Bernhard; Holmes, Geoff; Abdessalem, Talel

Data stream classification using random feature functions and novel method combinations

JOURNAL OF SYSTEMS AND SOFTWARE

IF4.1

2017-05-01

OAAI

Marron, Diego; Read, Jesse; Bifet, Albert; Navarro, Nacho

Multi-label methods for prediction with sequential data

PATTERN RECOGNITION

IF7.6

2017-03-01

OAAI

Read, Jesse; Martino, Luca; Hollmen, Jaakko

Identifying the main drivers for the production and maturation of Scots pine tracheids along a temperature gradient

AGRICULTURAL AND FOREST METEOROLOGY

IF5.7

2017-01-01

PREAI

Kulmala, Liisa; Read, Jesse; Nojd, Pekka; Rathgeber, Cyrille B. K.; Cuny, Henri E.; Hollmen, Jaakko; Makinen, Harri

Labeling sensing data for mobility modeling

enterprise information systems

IF3.4

2016-04-01

PREAI

Read, Jesse; Zliobaite, Indre; Hollmen, Jaakko

Scalable multi-output label prediction: From classifier chains to classifier trellises

PATTERN RECOGNITION

IF7.6

2015-06-01

OAAI

Read, Jesse; Martino, Luca; Olmos, Pablo M.; Luengo, David

研究方向