Fredrik Svensson

According to our database, Fredrik Svensson authored at least 20 papers between 2007 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Deep Learning-Based Conformal Prediction of Toxicity.

Jin Zhang, Ulf Norinder, Fredrik Svensson

J. Chem. Inf. Model., 2021

Synergy conformal prediction applied to large-scale bioactivity datasets and in federated learning.

Ulf Norinder, Ola Spjuth, Fredrik Svensson

J. Cheminformatics, 2021

Assessing the calibration in toxicological in vitro models with conformal prediction.

Andrea Morger, Fredrik Svensson, Staffan Arvidsson McShane, Niharika Gauraha, Ulf Norinder, Ola Spjuth, Andrea Volkamer

J. Cheminformatics, 2021

2020

Correction to "Using Predicted Bioactivity Profiles to Improve Predictive Modeling".

Ulf Norinder, Ola Spjuth, Fredrik Svensson

J. Chem. Inf. Model., 2020

Using Predicted Bioactivity Profiles to Improve Predictive Modeling.

Ulf Norinder, Ola Spjuth, Fredrik Svensson

J. Chem. Inf. Model., 2020

2019

LightGBM: An Effective and Scalable Algorithm for Prediction of Chemical Toxicity-Application to the Tox21 and Mutagenicity Data Sets.

Jin Zhang, Daniel Mucs, Ulf Norinder, Fredrik Svensson

J. Chem. Inf. Model., 2019

Multitask Modeling with Confidence Using Matrix Factorization and Conformal Prediction.

Ulf Norinder, Fredrik Svensson

J. Chem. Inf. Model., 2019

2018

Conformal Regression for Quantitative Structure-Activity Relationship Modeling - Quantifying Prediction Uncertainty.

Fredrik Svensson, Natália Aniceto, Ulf Norinder, Isidro Cortes-Ciriano, Ola Spjuth, Lars Carlsson, Andreas Bender

J. Chem. Inf. Model., 2018

Maximizing gain in high-throughput screening using conformal prediction.

Fredrik Svensson, Avid M. Afzal, Ulf Norinder, Andreas Bender

J. Cheminformatics, 2018

Orthologue chemical space and its influence on target prediction.

Lewis H. Mervin, Krishna C. Bulusu, Leen Kalash, Avid M. Afzal, Fredrik Svensson, Mike A. Firth, Ian P. Barrett, Ola Engkvist, Andreas Bender

Bioinform., 2018

eMolTox: prediction of molecular toxicity with confidence.

Changge Ji, Fredrik Svensson, Azedine Zoufir, Andreas Bender

Bioinform., 2018

2017

Improving Screening Efficiency through Iterative Screening Using Docking and Conformal Prediction.

Fredrik Svensson, Ulf Norinder, Andreas Bender

J. Chem. Inf. Model., 2017

Computer-aided design of multi-target ligands at A1R, A2AR and PDE10A, key proteins in neurodegenerative diseases.

Leen Kalash, Cristina Val, Jhonny Azuaje, Maria Isabel Loza, Fredrik Svensson, Azedine Zoufir, Lewis H. Mervin, Graham Ladds, José M. Brea, Robert C. Glen, Eddy Sotelo, Andreas Bender

J. Cheminformatics, 2017

Calvin Constrained - A Framework for IoT Applications in Heterogeneous Environments.

Amardeep Mehta, Rami Baddour, Fredrik Svensson, Harald Gustafsson, Erik Elmroth

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Maximizing Gain in HTS Screening Using Conformal Prediction.

Ulf Norinder, Fredrik Svensson, Avid M. Afzal, Andreas Bender

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017

2015

Virtual Screening for Transition State Analogue Inhibitors of IRAP Based on Quantum Mechanically Derived Reaction Coordinates.

Fredrik Svensson, Karin Engen, Thomas Lundbäck, Mats Larhed, Christian Sköld

J. Chem. Inf. Model., 2015

Toward a Benchmarking Data Set Able to Evaluate Ligand- and Structure-based Virtual Screening Using Public HTS Data.

Martin Lindh, Fredrik Svensson, Wesley Schaal, Jin Zhang, Christian Sköld, Peter Brandt, Anders Karlén

J. Chem. Inf. Model., 2015

2014

Detecting and positioning overtaking vehicles using 1D optical flow.

Daniel Hultqvist, Jacob Roll, Fredrik Svensson, Johan Dahlin, Thomas B. Schön

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

2012

Virtual Screening Data Fusion Using Both Structure- and Ligand-Based Methods.

Fredrik Svensson, Anders Karlén, Christian Sköld

J. Chem. Inf. Model., 2012

2007

Problems with non-open data standards in swedish municipals - when integrating and adopting systems.

Benneth Christiansson, Fredrik Svensson

Proceedings of the ICEIS 2007, 2007