Mathématiques et Informatique pour la Complexité et les Systèmes (MICS)

Laboratory presentation

MICS designs, models, and simulates complex systems in varied fields (ranging from biology to finance). The EDP/HPC team focuses on the analysis of partial differential equations in several domains (medicine, finance, physics), the LogiMAS team studies modelling and data visualisation in business intelligence, and the Statistics and probabilities team studies random processes (with applications ranging from microlocal analysis to statistics applied to the industry)

The 20 latest publications

Title Authors Publication date Source
A novel batch-effect correction method for scRNA-seq data based on Adversarial Information Factorization Lily Monnier, Paul Henry Cournède 02/01/24 PLoS Computational Biology
Symbolic Path-Guided Test Cases for Models with Data and Time Pascale Le Gall, Thang Nguyen 01/01/24 Lecture Notes in Computer Science
When is cross impact relevant? Damien Challet 01/01/24 Quantitative Finance
Computer-aided Diagnosis System for Lung Fibrosis: from the Effect of Radiomic Features and Multi-layer-perceptron Mixers to Pre-clinical Evaluation Stergios Christodoulidis 01/01/24 IEEE Access
Improving HLA typing imputation accuracy and eplet identification with local next-generation sequencing training data Romain Lhotte, V. Letort-Le Chevalier, Lionel Gabet, Paul Henry Cournède 01/01/24 HLA
A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation Géraud Faye, W. Ouerdane 11/01/23 Data and Knowledge Engineering
BR55 Ultrasound Molecular Imaging of Clear Cell Renal Cell Carcinoma Reflects Tumor Vascular Expression of VEGFR-2 in a Patient-Derived Xenograft Model Paul Henry Cournède 11/01/23 International Journal of Molecular Sciences
Noisy and Unbalanced Multimodal Document Classification: Textbook Exercises as a Use Case Céline Hudelot, V. Mousseau 09/20/23 ACM International Conference Proceeding Series
Synergic prognostic value of 3D CT scan subcutaneous fat and muscle masses for immunotherapy-treated cancer Younes Belkouchi, Hugues Talbot 09/07/23 Journal for ImmunoTherapy of Cancer
New calibration setup for quantitative DCE-US imaging protocol: Toward standardization Paul Henry Cournède 09/01/23 Medical Physics
A biology-driven deep generative model for cell-type annotation in cytometry Quentin Blampey, Paul Henry Cournède 09/01/23 Briefings in Bioinformatics
Resistance to Selective FGFR Inhibitors in FGFR-Driven Urothelial Cancer Damien Vasseur, Jean Yves Scoazec 09/01/23 Cancer Discovery
Efficient computation of arbitrary control dependencies Jean Christophe Léchenet, Pascale Le Gall 08/21/23 Theoretical Computer Science
High speed human action recognition using a photonic reservoir computer Piotr Antonik 08/01/23 Neural Networks
Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial Vianney Baris, Pierre Laplante, P. L. Kannouche 08/01/23 Nature Medicine
Machine learning identifies a profile of inadequate responder to methotrexate in rheumatoid arthritis Paul Henry Cournède 07/01/23 Rheumatology
Optimizing IFN alpha therapy against Myeloproliferative Neoplasms Gurvan Hermange, Paul Henry Cournède 07/01/23 Journal of Pharmacology and Experimental Therapeutics
Rethinking Iconic Species Reforestation in West Africa: Seed Shape Harnessing Is Strategic for Enhanced Germination and Vigorous Growth in Khaya senegalensis and Parkia biglobosa V. Letort-Le Chevalier 07/01/23 Forests
Reaching Individually Stable Coalition Structures Anaëlle Wilczynski 06/24/23 ACM Transactions on Economics and Computation
Multiple criteria sorting models and methods. Part II: theoretical results and general issues V. Mousseau, W. Ouerdane 06/01/23 4OR

Number of publications of the laboratory by scientific field (2016-2021)

Every paper can be classified in one or more scientific fields. The figure below shows the lab's number of publications in each scientific field, according to the ASJC classification (Elsevier)