Concepedia

Alex Aussem

AA

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Publications

17

Citations

677

H-Index

16

Active since

1995

Affiliations

Université Claude Bernard Lyon 1(Current)

Laboratoire d'Informatique en Images et Systèmes d'Information

Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes

Centre National de la Recherche Scientifique

Institut National des Sciences Appliquées de Lyon

Alex Aussem is an author at Université Claude Bernard Lyon 1 specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningData MiningKnowledge DiscoveryComputer SciencePattern RecognitionPredictive AnalyticsFeature SelectionStatistics

Publications per year

1995–2020

17

Publications

17

Combining Neural Network Forecasts on Wavelet-transformed Time Series

Alex Aussem, Fionn Murtagh · Connection Science · 1997 · 100 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +12

A hybrid algorithm for Bayesian network structure learning with application to multi-label learning

Maxime Gasse, Alex Aussem, Haytham Elghazel · Expert Systems with Applications · 2014 · 86 citations · Full text

Bayesian Network Structure, Machine Learning, Data Science +12

Unsupervised feature selection with ensemble learning

Haytham Elghazel, Alex Aussem · Machine Learning · 2013 · 78 citations

Engineering, Machine Learning, Data Science +8

Dynamical recurrent neural networks towards prediction and modeling of dynamical systems

Alex Aussem · Neurocomputing · 1999 · 55 citations

Engineering, Machine Learning, Predictive Analytics +10

Ensemble multi-label text categorization based on rotation forest and latent semantic indexing

Haytham Elghazel, Alex Aussem, Ouadie Gharroudi et al. · Expert Systems with Applications · 2016 · 52 citations

Natural Language Processing, Classification Method, Engineering +11

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