Fredrik Svensson

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 17

Top Topics

Predictive Model

Conformal Prediction

Virtual Screening

Top Venues

J. Chem. Inf. Model.

J. Cheminformatics

Publications

Andrea Morger, Fredrik Svensson, Staffan Arvidsson McShane, Niharika Gauraha, Ulf Norinder, Ola Spjuth, Andrea Volkamer
Assessing the calibration in toxicological in vitro models with conformal prediction. J. Cheminformatics 13 (1) (2021)
Ulf Norinder, Ola Spjuth, Fredrik Svensson
Synergy conformal prediction applied to large-scale bioactivity datasets and in federated learning. J. Cheminformatics 13 (1) (2021)
Jin Zhang, Ulf Norinder, Fredrik Svensson
Deep Learning-Based Conformal Prediction of Toxicity. J. Chem. Inf. Model. 61 (6) (2021)
Ulf Norinder, Ola Spjuth, Fredrik Svensson
Using Predicted Bioactivity Profiles to Improve Predictive Modeling. J. Chem. Inf. Model. 60 (6) (2020)
Ulf Norinder, Ola Spjuth, Fredrik Svensson
Correction to "Using Predicted Bioactivity Profiles to Improve Predictive Modeling". J. Chem. Inf. Model. 60 (12) (2020)
Jin Zhang, Daniel Mucs, Ulf Norinder, Fredrik Svensson
LightGBM: An Effective and Scalable Algorithm for Prediction of Chemical Toxicity-Application to the Tox21 and Mutagenicity Data Sets. J. Chem. Inf. Model. 59 (10) (2019)
Ulf Norinder, Fredrik Svensson
Multitask Modeling with Confidence Using Matrix Factorization and Conformal Prediction. J. Chem. Inf. Model. 59 (4) (2019)
Fredrik Svensson, Avid M. Afzal, Ulf Norinder, Andreas Bender
Maximizing gain in high-throughput screening using conformal prediction. J. Cheminformatics 10 (1) (2018)
Lewis H. Mervin, Krishna C. Bulusu, Leen Kalash, Avid M. Afzal, Fredrik Svensson, Mike A. Firth, Ian P. Barrett, Ola Engkvist, Andreas Bender
Orthologue chemical space and its influence on target prediction. Bioinform. 34 (1) (2018)
Fredrik Svensson, Natália Aniceto, Ulf Norinder, Isidro Cortes-Ciriano, Ola Spjuth, Lars Carlsson, Andreas Bender
Conformal Regression for Quantitative Structure-Activity Relationship Modeling - Quantifying Prediction Uncertainty. J. Chem. Inf. Model. 58 (5) (2018)
Changge Ji, Fredrik Svensson, Azedine Zoufir, Andreas Bender
eMolTox: prediction of molecular toxicity with confidence. Bioinform. 34 (14) (2018)
Fredrik Svensson, Ulf Norinder, Andreas Bender
Improving Screening Efficiency through Iterative Screening Using Docking and Conformal Prediction. J. Chem. Inf. Model. 57 (3) (2017)
Leen Kalash, Cristina Val, Jhonny Azuaje, María I. Loza, Fredrik Svensson, Azedine Zoufir, Lewis H. Mervin, Graham Ladds, José Brea, Robert C. Glen, Eddy Sotelo, Andreas Bender
Computer-aided design of multi-target ligands at A1R, A2AR and PDE10A, key proteins in neurodegenerative diseases. J. Cheminformatics 9 (1) (2017)
Amardeep Mehta, Rami Baddour, Fredrik Svensson, Harald Gustafsson, Erik Elmroth
Calvin Constrained - A Framework for IoT Applications in Heterogeneous Environments. ICDCS (2017)
Ulf Norinder, Fredrik Svensson, Avid M. Afzal, Andreas Bender
Maximizing Gain in HTS Screening Using Conformal Prediction. COPA (2017)
Fredrik Svensson, Karin Engen, Thomas Lundbäck, Mats Larhed, Christian Sköld
Virtual Screening for Transition State Analogue Inhibitors of IRAP Based on Quantum Mechanically Derived Reaction Coordinates. J. Chem. Inf. Model. 55 (9) (2015)
Martin Lindh, Fredrik Svensson, Wesley Schaal, Jin Zhang, Christian Sköld, Peter Brandt, Anders Karlén
Toward a Benchmarking Data Set Able to Evaluate Ligand- and Structure-based Virtual Screening Using Public HTS Data. J. Chem. Inf. Model. 55 (2) (2015)
Daniel Hultqvist, Jacob Roll, Fredrik Svensson, Johan Dahlin, Thomas B. Schön
Detecting and positioning overtaking vehicles using 1D optical flow. Intelligent Vehicles Symposium (2014)
Fredrik Svensson, Anders Karlén, Christian Sköld
Virtual Screening Data Fusion Using Both Structure- and Ligand-Based Methods. J. Chem. Inf. Model. 52 (1) (2012)
Benneth Christiansson, Fredrik Svensson
Problems with non-open data standards in swedish municipals - when integrating and adopting systems. ICEIS (1) (2007)