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Raghvendra Mall
Raghvendra Mall
Principal Scientist, Biotech Research Center, Technology Innovation Institute, Abu Dhabi, U.A.E.
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Unsupervised learning algorithms
ME Celebi, K Aydin
Springer 9, 103, 2016
3262016
Assessment of network module identification across complex diseases
S Choobdar, ME Ahsen, J Crawford, M Tomasoni, T Fang, D Lamparter, ...
Nature methods 16 (9), 843-852, 2019
263*2019
The future of sleep health: a data-driven revolution in sleep science and medicine
I Perez-Pozuelo, B Zhai, J Palotti, R Mall, M Aupetit, JM Garcia-Gomez, ...
NPJ digital medicine 3 (1), 42, 2020
1862020
DeepSol: A Deep Learning Framework for Sequence-Based Protein Solubility Prediction
S Khurana, R Rawi, K Kunji, GY Chuang, H Bensmail, R Mall
Bioinformatics, 2018
1682018
A metabolic function of FGFR3-TACC3 gene fusions in cancer
V Frattini, SM Pagnotta, Tala, JJ Fan, MV Russo, SB Lee, L Garofano, ...
Nature 553 (7687), 222-227, 2018
1532018
Fasting-Mimicking Diet Is Safe and Reshapes Metabolism and Antitumor Immunity in Patients with Cancer
C Vernieri, G Fuca, F Ligorio, V Huber, A Vingiani, F Iannelli, A Raimondi, ...
Cancer Discovery 12 (1), 90-107, 2022
1262022
Discovering cluster dynamics using kernel spectral methods
R Langone, R Mall, J Vandewalle, JAK Suykens
111*2014
Very Sparse LSSVM Reductions for Large Scale Data
R Mall, JAK Suykens
IEEE Transactions of Neural Networks and Learning Systems, 2014
932014
PaRSnIP: sequence-based protein solubility prediction using gradient boosting machine
R Rawi, R Mall, K Kunji, CH Shen, PD Kwong, GY Chuang
Bioinformatics 34 (7), 1092-1098, 2018
882018
Kernel spectral clustering for big data networks
R Mall, R Langone, JAK Suykens
Entropy 15 (5), 1567-1586, 2013
862013
ZBP1-dependent inflammatory cell death, PANoptosis, and cytokine storm disrupt IFN therapeutic efficacy during coronavirus infection
R Karki*, SJ Lee*, R Mall, N Pandian, Y Wang, BR Sharma, ...
Science Immunology, eabo6294, 2022
822022
Benchmark on a large cohort for sleep-wake classification with machine learning techniques
J Palotti, R Mall, M Aupetit, M Rueschman, M Singh, A Sathyanarayana, ...
NPJ digital medicine 2 (1), 50, 2019
722019
Oncogenic states dictate the prognostic and predictive connotations of intratumoral immune response
J Roelands, W Hendrickx, G Zoppoli, R Mall, M Saad, K Halliwill, ...
Journal for immunotherapy of cancer 8 (1), 2020
632020
Multi-class semi-supervised learning based upon kernel spectral clustering
S Mehrkanoon, C Alzate, R Mall, R Langone, JAK Suykens
IEEE TNNLS, 2014
602014
Exploring New Approaches towards the Formability of Mixed-Ion Perovskite by DFT and Machine Learning
H Park, R Mall, FH Alharbi, S Sanvito, N Tabet, H Bensmail, F El-Mellouhi
Physical Chemistry Chemical Physics, 2018
552018
RGBM: regularized gradient boosting machines for identification of the transcriptional regulators of discrete glioma subtypes
R Mall, L Cerulo, L Garofano, V Frattini, K Kunji, H Bensmail, TS Sabedot, ...
Nucleic acids research 46 (7), e39-e39, 2018
492018
Machine learning accelerated recovery of the cubic structure in mixed-cation perovskite thin films
A Ali, H Park, R Mall, B Aïssa, S Sanvito, H Bensmail, A Belaidi, ...
Chemistry of Materials 32 (7), 2998-3006, 2020
442020
DeepCrystal: A Deep Learning Framework for Sequence-based Protein Crystallization Prediction
A Elbasir, B Moovarkumudalvan, K Kunji, PR Kolatkar, H Bensmail, R Mall
Bioinformatics, 2018
442018
Variations to incremental growing neural gas algorithm based on label maximization
JC Lamirel, R Mall, P Cuxac, G Safi
The 2011 International Joint Conference on Neural Networks, 956-965, 2011
422011
Kernel spectral clustering and applications
R Langone, R Mall, C Alzate, JAK Suykens
Unsupervised learning algorithms, 135-161, 2016
382016
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학술자료 1–20