Thomas Natschläger

48 papers A 1B 4C 1Journal 21Unranked 21

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