Thomas Natschläger

Publication Activity (10 Years)

Years Active: 1996-2021
Publications (10 Years): 17

Top Topics

Component Analysis

Transfer Learning

Electricity Consumption

Top Venues

Publications

Andreas Schörgenhumer, Thomas Natschläger, Paul Grünbacher, Mario Kahlhofer, Peter Chalupar, Hanspeter Mössenböck
An Approach for Ranking Feature-based Clustering Methods and its Application in Multi-System Infrastructure Monitoring. SEAA (2021)
Werner Zellinger, Thomas Grubinger, Michael Zwick, Edwin Lughofer, Holger Schöner, Thomas Natschläger, Susanne Saminger-Platz
Multi-source transfer learning of time series in cyclical manufacturing. J. Intell. Manuf. 31 (3) (2020)
Werner Zellinger, Bernhard Alois Moser, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz
Robust unsupervised domain adaptation for neural networks via moment alignment. Inf. Sci. 483 (2019)
Georgios C. Chasparis, Mario Pichler, Thomas Natschläger
A Demand-Response Framework in Balance Groups through Direct Battery-Storage Control. ECC (2019)
Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger
Recommendation of Job Offers Using Random Forests and Support Vector Machines. EDBT/ICDT Workshops (2018)
Lisa Ehrlinger, Thomas Grubinger, Bence Varga, Mario Pichler, Thomas Natschläger, Jürgen Zeindl
Treating Missing Data in Industrial Data Analytics. ICDIM (2018)
Tharidu Fernando, Nikita Gureev, Mihhail Matskin, Michael Zwick, Thomas Natschläger
WorkflowDSL: Scalable Workflow Execution with Provenance for Data Analysis Applications. COMPSAC (1) (2018)
Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger
Automatic recommendation of prognosis measures for mechanical components based on massive text mining. Int. J. Web Inf. Syst. 14 (4) (2018)
Werner Zellinger, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning. CoRR (2017)
Werner Zellinger, Bernhard Alois Moser, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz
Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment. CoRR (2017)
Werner Zellinger, Thomas Grubinger, Edwin Lughofer, Thomas Natschläger, Susanne Saminger-Platz
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning. ICLR (Poster) (2017)
Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes
Multi-Domain Transfer Component Analysis for Domain Generalization. Neural Process. Lett. 46 (3) (2017)
Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger
Automatic recommendation of prognosis measures for mechanical components based on massive text mining. iiWAS (2017)
Georgios C. Chasparis, Thomas Natschläger
Supervisory Output Prediction for Bilinear Systems by Reinforcement Learning. CoRR (2016)
Thomas Grubinger, Georgios C. Chasparis, Thomas Natschläger
Generalized Online Transfer Learning for Climate Control in Residential Buildings. CoRR (2016)
Thomas Grubinger, Georgios C. Chasparis, Thomas Natschläger
Online transfer learning for climate control in residential buildings. ECC (2016)
Georgios C. Chasparis, Thomas Natschläger
Regression Models for Output Prediction of Thermal Dynamics in Buildings. CoRR (2016)
Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes
Domain Generalization Based on Transfer Component Analysis. IWANN (1) (2015)
Jorge Martínez Gil, Georgios C. Chasparis, Andreas Bögl, Christa Illibauer, Bernhard Freudenthaler, Thomas Natschläger
Framework for Fast Prototyping of Energy-Saving Controllers. DEXA Workshops (2015)
Bernhard Alois Moser, Thomas Natschläger
On Stability of Distance Measures for Event Sequences Induced by Level-Crossing Sampling. IEEE Trans. Signal Process. 62 (8) (2014)
Georgios C. Chasparis, Thomas Natschläger
Nonlinear system identification of thermal dynamics in buildings. ECC (2014)
Georgios C. Chasparis, Thomas Natschläger
Supervisory system identification for bilinear systems with application to thermal dynamics in buildings. ISIC (2014)
Jorge Martínez Gil, Georgios C. Chasparis, Bernhard Freudenthaler, Thomas Natschläger
Realistic User Behavior Modeling for Energy Saving in Residential Buildings. DEXA Workshops (2014)
Andreea-Hilda Kosorus, Mariya Zhariy, Thomas Natschläger, Bernhard Freudenthaler, Josef Küng
On the Relevance of Graphical Causal Models for Failure Detection for Industrial Machinery. EUROCAST (1) (2013)
Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger
Modeling User Behavior through Electricity Consumption Patterns. DEXA Workshops (2013)
Rudolf Ramler, Thomas Natschläger
Applying Heuristic Approaches for Predicting Defect-Prone Software Components. EUROCAST (1) (2011)
Rudolf Ramler, Claus Klammer, Thomas Natschläger
The usual suspects: a case study on delivered defects per developer. ESEM (2010)
Rudolf Ramler, Stefan Larndorfer, Thomas Natschläger
What Software Repositories Should Be Mined for Defect Predictors?. EUROMICRO-SEAA (2009)
Dejan Pecevski, Thomas Natschläger, Klaus Schuch
PCSIM: a parallel simulation environment for neural circuits fully integrated with Python. Frontiers Neuroinformatics 3 (2009)
Rudolf Ramler, Klaus Wolfmaier, Erwin Stauder, Felix Kossak, Thomas Natschläger
Key Questions in Building Defect Prediction Models in Practice. PROFES (2009)
Rudolf Ramler, Klaus Wolfmaier, Thomas Natschläger
Observing Distributions in Size Metrics: Experience from Analyzing Large Software Systems. COMPSAC (2) (2007)
Romain Brette, Michelle Rudolph, Ted Carnevale, Michael L. Hines, David Beeman, James M. Bower, Markus Diesmann, Abigail Morrison, Philip H. Goodman, Frederick C. Harris Jr., Milind Zirpe, Thomas Natschläger, Dejan Pecevski, Bard Ermentrout, Mikael Djurfeldt, Anders Lansner, Olivier Rochel, Thierry Viéville, Eilif Mueller, Andrew P. Davison, Sami El Boustani, Alain Destexhe
Simulation of networks of spiking neurons: A review of tools and strategies. J. Comput. Neurosci. 23 (3) (2007)
Thomas Natschläger, Wolfgang Maass
Dynamics of information and emergent computation in generic neural microcircuit models. Neural Networks 18 (10) (2005)
Thomas Natschläger, Felix Kossak, Mario Drobics
Extracting knowledge and computable models from data - needs, expectations, and experience. FUZZ-IEEE (2004)
Nils Bertschinger, Thomas Natschläger
Real-Time Computation at the Edge of Chaos in Recurrent Neural Networks. Neural Comput. 16 (7) (2004)
Nils Bertschinger, Thomas Natschläger, Robert Legenstein
At the Edge of Chaos: Real-time Computations and Self-Organized Criticality in Recurrent Neural Networks. NIPS (2004)
Thomas Natschläger, Wolfgang Maass
Information Dynamics and Emergent Computation in Recurrent Circuits of Spiking Neurons. NIPS (2003)
Wolfgang Maass, Thomas Natschläger, Henry Markram
A Model for Real-Time Computation in Generic Neural Microcircuits. NIPS (2002)
Thomas Natschläger, Wolfgang Maass
Spiking neurons and the induction of finite state machines. Theor. Comput. Sci. 287 (1) (2002)
Wolfgang Maass, Thomas Natschläger, Henry Markram
Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations. Neural Comput. 14 (11) (2002)
Thomas Natschläger, Wolfgang Maass
Computing the Optimally Fitted Spike Train for a Synapse. Neural Comput. 13 (11) (2001)
Wolfgang Maass, Thomas Natschläger
A Model for Fast Analog Computation Based on Unreliable Synapses. Neural Comput. 12 (7) (2000)
Thomas Natschläger, Wolfgang Maass
Finding the Key to a Synapse. NIPS (2000)
Thomas Natschläger, Wolfgang Maass, Eduardo D. Sontag, Anthony M. Zador
Processing of Time Series by Neural Circuits with Biologically Realistic Synaptic Dynamics. NIPS (2000)
Thomas Natschläger, Berthold Ruf
Pattern analysis with spiking neurons using delay coding. Neurocomputing (1999)
Thomas Natschläger, Wolfgang Maass
Fast analog computation in networks of spiking neurons using unreliable synapses. ESANN (1999)
Thomas Natschläger, Michael Schmitt
Erratum: Exact VC-Dimension of Boolean Monomials. Inf. Process. Lett. 60 (2) (1996)
Thomas Natschläger, Michael Schmitt
Exact VC-Dimension of Boolean Monomials. Inf. Process. Lett. 59 (1) (1996)