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Amaury Lendasse

Aalto University

44H-index
343Paper Count
8.6KCitation Count
Published Papers 61
Publication Date
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Ensemble Learning with Highly Variable Class-Based Performance
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2024-09-24
err0
errOAAI
errWarner, Brandon; Ratner, Edward; Carlous-Khan, Kallin; Douglas, Christopher; Lendasse, Amaury
errShare
errSave
Quantifying Time-Frequency Co-movement Impact of COVID-19 on US and China Stock Market Toward Investor Sentiment Index
errFRONTIERS IN PUBLIC HEALTH
IF3.4
err2021-09-10
err6
errOAAI
errNian, Rui; Xu, Yijin; Yuan, Qiang; Feng, Chen; Lendasse, Amaury
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errSave
A modified Lanczos Algorithm for fast regularization of extreme learning machines
errNEUROCOMPUTING
IF6.5
err2020-11-01
err13
PREAI
errHu, Renjie; Ratner, Edward; Stewart, David; Bjork, Kaj-Mikael; Lendasse, Amaury
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errSave
ELM-SOM plus : A continuous mapping for visualization
errNEUROCOMPUTING
IF6.5
err2019-11-01
err11
PREAI
errHu, Renjie; Ratner, Karl; Ratner, Edward; Miche, Yoan; Bjork, Kaj-Mikael; Lendasse, Amaury
errShare
errSave
Segmentation of Sidescan Sonar Imagery Using Markov Random Fields and Extreme Learning Machine
errIEEE JOURNAL OF OCEANIC ENGINEERING
IF5.3
err2019-04-01
err20
PREAI
errSong, Yan; He, Bo; Zhao, Ying; Li, Guangliang; Sha, Qixin; Shen, Yue; Yan, Tianhong; Nian, Rui; Lendasse, Amaury
errShare
errSave
Domain Adaption via Feature Selection on Explicit Feature Map
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2019-04-01
err35
errOAAI
errDeng, Wan-Yu; Lendasse, Amaury; Ong, Yew-Soon; Tsang, Ivor Wai-Hung; Chen, Lin; Zheng, Qing-Hua
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errSave
A Framework for Privacy Quantification: Measuring the Impact of Privacy Techniques Through Mutual Information, Distance Mapping, and Machine Learning
errCOGNITIVE COMPUTATION
IF4.3
err2018-11-12
err3
PREAI
errMiche, Yoan; Ren, Wei; Oliver, Ian; Holtmanns, Silke; Lendasse, Amaury
errShare
errSave
Anomaly-Based Intrusion Detection Using Extreme Learning Machine and Aggregation of Network Traffic Statistics in Probability Space
errCOGNITIVE COMPUTATION
IF4.3
err2018-06-05
err42
PREAI
errAtli, Buse Gul; Miche, Yoan; Kalliola, Aapo; Oliver, Ian; Holtmanns, Silke; Lendasse, Amaury
errShare
errSave
Generating Word Embeddings from an Extreme Learning Machine for Sentiment Analysis and Sequence Labeling Tasks
errCOGNITIVE COMPUTATION
IF4.3
err2018-03-02
err39
PREAI
errLauren, Paula; Qu, Guangzhi; Yang, Jucheng; Watta, Paul; Huang, Guang-Bin; Lendasse, Amaury
errShare
errSave
Adaptive and online network intrusion detection system using clustering and Extreme Learning Machines
errJOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS
IF3.7
err2018-03-01
err55
PREAI
errRoshan, Setareh; Miche, Yoan; Akusok, Anton; Lendasse, Amaury
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errSave
Discriminant document embeddings with an extreme learning machine for classifying clinical narratives
errNEUROCOMPUTING
IF6.5
err2018-02-01
err31
PREAI
errLauren, Paula; Qu, Guangzhi; Zhang, Feng; Lendasse, Amaury
errShare
errSave
Parameter-free image segmentation with SLIC
errNEUROCOMPUTING
IF6.5
err2018-02-01
err29
PREAI
errBoemer, Fabian; Ratner, Edward; Lendasse, Amaury
errShare
errSave
Gaussian derivative models and ensemble extreme learning machine for texture image classification
errNEUROCOMPUTING
IF6.5
err2018-02-01
err33
PREAI
errSong, Yan; Zhang, Shujing; He, Bo; Sha, Qixin; Shen, Yue; Yan, Tianhong; Nian, Rui; Lendasse, Amaury
errShare
errSave
Per-sample prediction intervals for extreme learning machines
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2018-01-30
err4
PREAI
errAkusok, Anton; Miche, Yoan; Bjork, Kaj-Mikael; Lendasse, Amaury
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errSave
Extreme Learning Machines for VISualization plus R: Mastering Visualization with Target Variables
errCOGNITIVE COMPUTATION
IF4.3
err2017-12-22
err0
PREAI
errGritsenko, Andrey; Akusok, Anton; Baek, Stephen; Miche, Yoan; Lendasse, Amaury
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errSave
Advances in extreme learning machines (ELM2015)
errNEUROCOMPUTING
IF6.5
err2017-10-01
err6
PREAI
errLendasse, Amaury; Vong, Chi Man; Toh, Kar-Ann; Miche, Yoan; Huang, Guang-Bin
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errSave
Adding reliability to ELM forecasts by confidence intervals
errNEUROCOMPUTING
IF6.5
err2017-01-01
err6
PREAI
errAkusok, Anton; Gritsenko, Andrey; Miche, Yoan; Bjork, Kaj-Mikael; Nian, Rui; Lauren, Paula; Lendasse, Amaury
errShare
errSave
ELMVIS plus : Fast nonlinear visualization technique based on cosine distance and extreme learning machines
errNEUROCOMPUTING
IF6.5
err2016-09-01
err15
PREAI
errAkusok, Anton; Baek, Stephen; Miche, Yoan; Bjork, Kaj-Mikael; Nian, Rui; Lauren, Paula; Lendasse, Amaury
errShare
errSave
Manifold learning in local tangent space via extreme learning machine
errNEUROCOMPUTING
IF6.5
err2016-01-01
err20
PREAI
errWang, Qian; Wang, Weiguo; Nian, Rui; He, Bo; Shen, Yue; Bjork, Kaj-Mikael; Lendasse, Amaury
errShare
errSave
Advances in extreme learning machines (ELM2014)
errNEUROCOMPUTING
IF6.5
err2016-01-01
err3
PREAI
errLendasse, Amaury; Man, Vong Chi; Miche, Yoan; Huang, Guang-Bin
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Yew-Soon Ong
H-index: 81 · Papers: 779
G
Guang-Bin Huang
H-index: 74 · Papers: 286
I
Ivor W. Tsang
H-index: 69 · Papers: 536
E
Erkki Oja
H-index: 59 · Papers: 351
J
John A. Lee
H-index: 55 · Papers: 541
View more