Andreas Rauber

Orcid: 0000-0002-9272-6225

Affiliations:
  • TU Wien, Vienna, Austria


According to our database1, Andreas Rauber authored at least 286 papers between 1998 and 2023.

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Bibliography

2023
Detecting Adversarial Examples Using Surrogate Models.
Mach. Learn. Knowl. Extr., December, 2023

Transliterating Latin to Amharic scripts using user-defined rules and character mappings.
Int. J. Digit. Libr., March, 2023

Maintainable Log Datasets for Evaluation of Intrusion Detection Systems.
IEEE Trans. Dependable Secur. Comput., 2023

Decoding the Unknown: Unveiling Industrial Time Series Classification with Counterfactuals.
ERCIM News, 2023

I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences.
ACM Comput. Surv., 2023

Predictability and Comprehensibility in Post-Hoc XAI Methods: A User-Centered Analysis.
CoRR, 2023

Identifying Appropriate Intellectual Property Protection Mechanisms for Machine Learning Models: A Systematization of Watermarking, Fingerprinting, Model Access, and Attacks.
CoRR, 2023

Using Semi-automatic Annotation Platform to Create Corpus for Argumentative Zoning.
Proceedings of the Linking Theory and Practice of Digital Libraries: 27th International Conference on Theory and Practice of Digital Libraries, 2023

Reproducible Query Processing and Data Citation of in Situ Soil Moisture Data.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

2022
Automating Research Data Management Using Machine-Actionable Data Management Plans.
ACM Trans. Manag. Inf. Syst., 2022

Dealing with Security Alert Flooding: Using Machine Learning for Domain-independent Alert Aggregation.
ACM Trans. Priv. Secur., 2022

DBRepo: a Semantic Digital Repository for Relational Databases.
Int. J. Digit. Curation, 2022

Interpolating Strange Attractors via Fractional Brownian Bridges.
Entropy, 2022

OSSDIP: Open Source Secure Data Infrastructure and Processes Supporting Data Visiting.
Data Sci. J., 2022

A Reproducibility Study on User-centric MIR Research and Why it is Important.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

A Framework for Automatic Labeling of Log Datasets from Model-driven Testbeds for HIDS Evaluation.
Proceedings of the Sat-CPS@CODASPY 2022: Proceedings of the 2022 ACM Workshop on Secure and Trustworthy Cyber-Physical Systems, 2022

A Platform for Argumentative Zoning Annotation and Scientific Summarization.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Adaptive Attacks and Targeted Fingerprinting of Relational Data.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Have it Your Way: Generating Customized Log Datasets With a Model-Driven Simulation Testbed.
IEEE Trans. Reliab., 2021

Improving data quality in large-scale repositories through conflict resolution.
Int. J. Digit. Libr., 2021

Topic Modeling for Amharic User Generated Texts.
Inf., 2021

A data-visiting infrastructure for providing access to preserved databases that cannot be shared or made publicly accessible.
Proceedings of the 17th International Conference on Digital Preservation, 2021

FDA-DBRepo: A Data Preservation Repository Supporting FAIR Principles, Data Versioning and Reproducible Queries.
Proceedings of the 17th International Conference on Digital Preservation, 2021

Multi-channel Convolutional Neural Network for Hate Speech Detection in Social Media.
Proceedings of the Advances of Science and Technology - 9th EAI International Conference, 2021

Iterative Selection of Categorical Variables for Log Data Anomaly Detection.
Proceedings of the Computer Security - ESORICS 2021, 2021

Explainable cyber-physical energy systems based on knowledge graph.
Proceedings of the MSCPES@CPSIoTWeek '21: Proceedings of the 9th Workshop on Modeling and Simulation of Cyber-Physical Energy Systems, Virtual Event, May 19, 2021

Training Effective Neural Networks on Structured Data with Federated Learning.
Proceedings of the Advanced Information Networking and Applications, 2021

2020
System log clustering approaches for cyber security applications: A survey.
Comput. Secur., 2020

Have It Your Way: Generating Customized Log Data Sets with a Model-driven Simulation Testbed.
Proceedings of the 20th IEEE International Conference on Software Quality, 2020

Visualizing Syscalls using Self-organizing Maps for System Intrusion Detection.
Proceedings of the 6th International Conference on Information Systems Security and Privacy, 2020

ARTU / TU Wien and Artificial Researcher@ LongSumm 20.
Proceedings of the First Workshop on Scholarly Document Processing, 2020

2019
Report on CLEF 2019.
SIGIR Forum, 2019

Transparency in Algorithmic Decision Making.
ERCIM News, 2019

Inspecting the Behaviour of Deep Learning Neural Networks.
ERCIM News, 2019

On the Unsolved Problem of Shot Boundary Detection for Music Videos.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Setting Up Open Access Repositories.
Proceedings of the 16th International Conference on Digital Preservation, 2019

Dictionary Based Amharic Sentiment Lexicon Generation.
Proceedings of the Information and Communication Technology for Development for Africa, 2019

Data Identification and Process Monitoring for Reproducible Earth Observation Research.
Proceedings of the 15th International Conference on eScience, 2019

A Framework for Cyber Threat Intelligence Extraction from Raw Log Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Introduction to the Special Issue on Reproducibility in Information Retrieval: Tools and Infrastructures.
ACM J. Data Inf. Qual., 2018

Introduction to the Special Issue on Reproducibility in Information Retrieval: Evaluation Campaigns, Collections, and Analyses.
ACM J. Data Inf. Qual., 2018

A faceted approach to reachability analysis of graph modelled collections.
Int. J. Multim. Inf. Retr., 2018

A Multi-modal Deep Neural Network approach to Bird-song identification.
CoRR, 2018

Defining requirements for machine-actionable data management plans.
Proceedings of the 15th International Conference on Digital Preservation, 2018

Research Data Preservation Using Process Engines and Machine-Actionable Data Management Plans.
Proceedings of the Digital Libraries for Open Knowledge, 2018

Reproducing a Neural Question Answering Architecture Applied to the SQuAD Benchmark Dataset: Challenges and Lessons Learned.
Proceedings of the Advances in Information Retrieval, 2018

2017
Using ontologies for verification and validation of workflow-based experiments.
J. Web Semant., 2017

Harnessing Music-Related Visual Stereotypes for Music Information Retrieval.
ACM Trans. Intell. Syst. Technol., 2017

The Challenge of Test Data Quality in Data Processing.
ACM J. Data Inf. Qual., 2017

Information Integration for Machine Actionable Data Management Plans.
Int. J. Digit. Curation, 2017

Enabling Reproducibility for Small and Large Scale Research Data Sets.
D Lib Mag., 2017

Low-rank decomposition meets kernel learning: A generalized Nyström method.
Artif. Intell., 2017

Linked data processing provenance: towards transparent and reusable linked data integration.
Proceedings of the International Conference on Web Intelligence, 2017

A Text Extraction Software Benchmark Based on a Synthesized Dataset.
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017

Multi-Temporal Resolution Convolutional Neural Networks for Acoustic Scene Classification.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017

2016
Identification of Reproducible Subsets for Data Citation, Sharing and Re-Use.
Bull. IEEE Tech. Comm. Digit. Libr., 2016

Identifying impact of software dependencies on replicability of biomedical workflows.
J. Biomed. Informatics, 2016

The Benchmarking Forum at IPRES 2015.
D Lib Mag., 2016

Reproducibility of Data-Oriented Experiments in e-Science (Dagstuhl Seminar 16041).
Dagstuhl Reports, 2016

Precise Data Identification Services for Long Tail Research Data.
Proceedings of the 13th International Conference on Digital Preservation, 2016

Comparing Shallow versus Deep Neural Network Architectures for Automatic Music Genre Classification.
Proceedings of the 9th Forum Media Technology 2016 and 2nd All Around Audio Symposium 2016, 2016

Random Walks Analysis on Graph Modelled Multimodal Collections.
Proceedings of the Semantic Keyword-Based Search on Structured Data Sources, 2016

When is the Time Ripe for Natural Language Processing for Patent Passage Retrieval?
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Resilience within Ultrascale Computing System: Challenges and Opportunities from Nesus Project.
Supercomput. Front. Innov., 2015

ECIR 2015: 37th European Conference on Information Retrieval.
SIGIR Forum, 2015

Achieving human and machine accessibility of cited data in scholarly publications.
PeerJ Comput. Sci., 2015

Using ontologies to capture the semantics of a (business) process for digital preservation.
Int. J. Digit. Libr., 2015

Guest editors' introduction to the special issue on the digital libraries conference 2014.
Int. J. Digit. Libr., 2015

Raising resilience of web service dependent repository systems.
Int. J. Web Inf. Syst., 2015

Ensuring sustainability of web services dependent processes.
Int. J. Comput. Sci. Eng., 2015

Scientific Data Sharing and Re-use - Introduction to the Special Theme.
ERCIM News, 2015

Asking the Right Questions - Query-Based Data Citation to Precisely Identify Subsets of Data.
ERCIM News, 2015

Beyond Data: Process Sharing and Reuse.
ERCIM News, 2015

Leveraging Metropolis-Hastings Algorithm on Graph-based Model for Multimodal IR.
Proceedings of the First International Workshop on Graph Search and Beyond, 2015

Repeatability and Re-usability in Scientific Processes: Process Context, Data Identification and Verification.
Proceedings of the Selected Papers of the XVII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2015), 2015

Benchmarking Forum.
Proceedings of the 12th International Conference on Digital Preservation, 2015

Benchmarks for Digital Preservation Tools.
Proceedings of the 12th International Conference on Digital Preservation, 2015

PatNet: A Lexical Database for the Patent Domain.
Proceedings of the Advances in Information Retrieval, 2015

An Audio-Visual Approach to Music Genre Classification through Affective Color Features.
Proceedings of the Advances in Information Retrieval, 2015

Reachability Analysis of Graph Modelled Collections.
Proceedings of the Advances in Information Retrieval, 2015

Data Access and Reproducibility in Privacy Sensitive eScience Domains.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

A Quantitative Study on the Re-executability of Publicly Shared Scientific Workflows.
Proceedings of the 11th IEEE International Conference on e-Science, 2015

Effect of Log-Based Query Term Expansion on Retrieval Effectiveness in Patent Searching.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

LifeCLEF 2015: Multimedia Life Species Identification Challenges.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

LifeCLEF Bird Identification Task 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Visual Methods for Analyzing Probabilistic Classification Data.
IEEE Trans. Vis. Comput. Graph., 2014

Bridging structured and unstructured data via hybrid semantic search and interactive ontology-enhanced query formulation.
Knowl. Inf. Syst., 2014

Automatic ranking of retrieval models using retrievability measure.
Knowl. Inf. Syst., 2014

Using query logs of USPTO patent examiners for automatic query expansion in patent searching.
Inf. Retr., 2014

Process Management Plans.
Int. J. Digit. Curation, 2014

Are Species Identification Tools Biodiversity-friendly?
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014

A Combined Approach of Structured and Non-structured IR in Multimodal Domain.
Proceedings of the International Conference on Multimedia Retrieval, 2014

LifeCLEF: Multimedia life species identification.
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, 2014

Insight to Hyponymy Lexical Relation Extraction in the Patent Genre Versus Other Text Genres.
Proceedings of the First International Workshop on Patent Mining and Its Applications (IPaMin 2014) co-located with Konvens 2014, 2014

A context model for digital preservation of processes and its application to a digital library system.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Which One to Choose: Random Walks or Spreading Activation?
Proceedings of the Multidisciplinary Information Retrieval, 2014

Post OCR Correction of Swedish Patent Text - The Difference between Reading Tongue 'Lästunga' and Security Tab 'Låstunga'.
Proceedings of the Multidisciplinary Information Retrieval, 2014

VPlan - Ontology for Collection of Process Verification Data.
Proceedings of the 11th International Conference on Digital Preservation, 2014

Risk Driven Selection of Preservation Activities for Increasing Sustainability of Open Source Systems and Workflows.
Proceedings of the 11th International Conference on Digital Preservation, 2014

Automatic Discovery of Preservation Alternatives Supported by Community Maintained Knowledge Bases.
Proceedings of the 11th International Conference on Digital Preservation, 2014

Digital Preservation: Are We Succeeding?: Panel - iPES 2014 - Melbourne.
Proceedings of the 11th International Conference on Digital Preservation, 2014

Preserving Data to Preserving Research: Curation of Process and Context.
Proceedings of the 11th International Conference on Digital Preservation, 2014

Resilient Web Services for Timeless Business Processes.
Proceedings of the 16th International Conference on Information Integration and Web-based Applications & Services, 2014

Process Migration Framework - Virtualising and Documenting Business Processes.
Proceedings of the 18th IEEE International Enterprise Distributed Object Computing Conference Workshops and Demonstrations, 2014

Ontologies for Describing the Context of Scientific Experiment Processes.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

A Scalable Framework for Dynamic Data Citation of Arbitrary Structured Data.
Proceedings of the DATA 2014, 2014

A Hybrid Approach for Multi-faceted IR in Multimodal Domain.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

LifeCLEF 2014: Multimedia Life Species Identification Challenges.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

LifeCLEF Bird Identication Task 2014.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Real-Time Screen Watermarking Using Overlaying Layer.
Proceedings of the Ninth International Conference on Availability, 2014

2013
A Framework for Automated Verification in Software Escrow.
Proceedings of the 10th International Conference on Digital Preservation, 2013

Digital Preservation of a Process and its Application to e-Science Experiments.
Proceedings of the 10th International Conference on Digital Preservation, 2013

Framework for Verification of Preserved and Redeployed Processes.
Proceedings of the 10th International Conference on Digital Preservation, 2013

Improving Decision Support for Software Component Selection through Systematic Cross-Referencing and Analysis of Multiple Decision Criteria.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

From Preserving Data to Preserving Research: Curation of Process and Context.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2013

Evaluation of Preserved Scientific Processes.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2013

Exploring Patent Passage Retrieval Using Nouns Phrases.
Proceedings of the Advances in Information Retrieval, 2013

Citable by Design - A Model for Making Data in Dynamic Environments Citable.
Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013

Mining Query Logs of USPTO Patent Examiners.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

Scalable data citation in dynamic, large databases: Model and reference implementation.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
A Measurement Framework for Evaluating Emulators for Digital Preservation.
ACM Trans. Inf. Syst., 2012

Introduction to the focused issue on music DLs.
Int. J. Digit. Libr., 2012

Media Search Cluster White Paper on "Search Computing".
ERCIM News, 2012

Inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method
CoRR, 2012

Acquiring Lexical Knowledge from Query Logs for Query Expansion in Patent Searching.
Proceedings of the Sixth IEEE International Conference on Semantic Computing, 2012

Digital Curation as a Key Component in Research Infrastructures: From Data Preservation to Processes Preservation and Verification.
Proceedings of the 14th All-Russian Scientific Conference "Digital libraries: Advanced Methods and Technologies, 2012

Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Towards Time-resilient MIR Processes.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Analyzing Query Logs of USPTO Examiners to Identify Useful Query Terms in Patent Documents for Query Expansion in Patent Searching: A Preliminary Study.
Proceedings of the Multidisciplinary Information Retrieval, 2012

Business Process Preservation: How to capture, document & evaluate?.
Proceedings of the 9th International Conference on Digital Preservation, 2012

On the Complexity of Process Preservation: A Case Study on an E-Science Experiment.
Proceedings of the 9th International Conference on Digital Preservation, 2012

The Applicability of Workflow Management Systems for the Preservation of Business Processes.
Proceedings of the 9th International Conference on Digital Preservation, 2012

Evaluating an Emulation Environment: Automation and Significant Key Characteristics.
Proceedings of the 9th International Conference on Digital Preservation, 2012

Improved Nystrom Low-rank Decomposition with Priors.
Proceedings of the 29th International Conference on Machine Learning, 2012

Evaluating Emulation and Migration: Birds of a Feather?
Proceedings of the Outreach of Digital Libraries: A Globalized Resource Network, 2012

Digital Preservation in Data-Driven Science: On the Importance of Process Capture, Preservation and Validation.
Proceedings of the 2nd International Workshop on Semantic Digital Archives, 2012

Preserving Scientific Processes from Design to Publications.
Proceedings of the Theory and Practice of Digital Libraries, 2012

Music Information Technology and Professional Stakeholder Audiences: Mind the Adoption Gap.
Proceedings of the Multimodal Music Processing, 2012

Report on the CLEF-IP 2012 Experiments: Exploring Passage Retrieval with the PIPExtractor.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Capturing the Temporal Domain in Echonest Features for Improved Classification Effectiveness.
Proceedings of the Adaptive Multimedia Retrieval: Semantics, 2012

2011
Decision criteria in digital preservation: What to measure and how.
J. Assoc. Inf. Sci. Technol., 2011

On the relationship between query characteristics and IR functions retrieval bias.
J. Assoc. Inf. Sci. Technol., 2011

Migrating Home Computer Audio Waveforms to Digital Objects: A Case Study on Digital Archaeology.
Int. J. Digit. Curation, 2011

On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Preservation decisions: terms and conditions apply.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Music Genre Classification by Ensembles of Audio and Lyrics Features.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Simulating the Effect of Preservation Actions on Repository Evolution.
Proceedings of the 8th International Conference on Digital Preservation, 2011

A cost model for small scale automated digital preservation archives.
Proceedings of the 8th International Conference on Digital Preservation, 2011

Re-awakening the Philips Videopac: From an old tape to a vintage feeling on a modern screen.
Proceedings of the 8th International Conference on Digital Preservation, 2011

Design Decisions in Emulator Construction: A Case Study on Home Computer Software Preservation.
Proceedings of the 8th International Conference on Digital Preservation, 2011

4th international workshop on patent information retrieval (PaIR'11).
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond?
Proceedings of the Advances in Music Information Retrieval, 2010

Improving Retrievability and Recall by Automatic Corpus Partitioning.
Trans. Large Scale Data Knowl. Centered Syst., 2010

On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections.
Signal Process., 2010

Guest Editors' introduction to the focussed issue on the 14th European Conference on Digital Libraries (ECDL 2010).
Int. J. Digit. Libr., 2010

Improving component selection and monitoring with controlled experimentation and automated measurements.
Inf. Softw. Technol., 2010

Keeping the Game Alive: Evaluating Strategies for the Preservation of Console Video Games.
Int. J. Digit. Curation, 2010

Digital Preservation: Introduction to the Special Theme.
ERCIM News, 2010

HOPPLA - Archiving System for Small Institutions.
ERCIM News, 2010

Trustworthy Preservation Planning with Plato.
ERCIM News, 2010

A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Connecting Preservation Planning And Plato With Digital Repository Interfaces.
Proceedings of the 7th International Conference on Digital Preservation, 2010

Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees.
Proceedings of the Artificial Neural Networks, 2010

Same Same But Different - Comparing Rendering Environments for Interactive Digital Objects.
Proceedings of the Digital Heritage - Third International Conference, 2010

Automating Logical Preservation for Small Institutions with Hoppla.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

A Functionality Perspective on Digital Library Interoperability.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

Improving Retrievability of Patents in Prior-Art Search.
Proceedings of the Advances in Information Retrieval, 2010

10291 Report - Automation in Digital Preservation.
Proceedings of the Automation in Digital Preservation, 18.07. - 23.07.2010, 2010

10291 Abstracts Collection - Automation in Digital Preservation.
Proceedings of the Automation in Digital Preservation, 18.07. - 23.07.2010, 2010

Clubmixer: A Presentation Platform for MIR Projects.
Proceedings of the Adaptive Multimedia Retrieval. Context, Exploration, and Fusion, 2010

2009
Digital Preservation.
Proceedings of the Handbook of Research on Digital Libraries: Design, 2009

Map-Based User Interfaces for Music Information Retrieval.
Proceedings of the Handbook of Research on Digital Libraries: Design, 2009

Music Information Retrieval.
Proceedings of the Handbook of Research on Digital Libraries: Design, 2009

Creating ambient music spaces in real and virtual worlds.
Multim. Tools Appl., 2009

Systematic planning for digital preservation: evaluating potential strategies and building preservation plans.
Int. J. Digit. Libr., 2009

Webarchivierung und Web Archive Mining: Notwendigkeit, Probleme und Lösungsansätze.
HMD Prax. Wirtsch., 2009

From TIFF to JPEG 2000? Preservation Planning at the Bavarian State Library Using a Collection of Digitized 16th Century Printings.
D Lib Mag., 2009

Analytic Comparison of Self-Organising Maps.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Requirements modelling and evaluation for digital preservation: a COTS selection method based on controlled experimentation.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Digital Archeology: Recovering Digital Objects from Audio Waveforms.
Proceedings of the 6th International Conference on Digital Preservation, 2009

An Extensible Monitoring Framework for Measuring and Evaluating Tool Performance in a Service-Oriented Architecture.
Proceedings of the Web Engineering, 9th International Conference, 2009

Interacting with (semi-) automatically extracted context of digital objects.
Proceedings of the 1st Workshop on Context, Information and Ontologies, 2009

Hoppla - Digital Preservation Support for Small Institutions.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

Data Recovery from Distributed Personal Repositories.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

Adding Quality-Awareness to Evaluate Migration Web-Services and Remote Emulation for Digital Preservation.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

Analyzing Document Retrievability in Patent Retrieval Settings.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Identification of low/high retrievable patents using content-based features.
Proceedings of the 2nd International Workshop on Patent Information Retrieval, 2009

Improving retrievability of patents with cluster-based pseudo-relevance feedback documents selection.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Classification and Clustering of Music for Novel Music Access Applications.
Proceedings of the Machine Learning Techniques for Multimedia, 2008

Decision Manifolds - A Supervised Learning Algorithm Based on Self-Organization.
IEEE Trans. Neural Networks, 2008

Systematic Characterisation of Objects in Digital Preservation: The eXtensible Characterisation Languages.
J. Univers. Comput. Sci., 2008

Automating the Management of Scientific Conferences using Information Mining Techniques.
J. Digit. Inf. Manag., 2008

Map-based Interfaces for Information Management in Large Text Collections.
J. Digit. Inf. Manag., 2008

A generic XML language for characterising objects to support digital preservation.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Combination of audio and lyrics features for genre classification in digital audio collections.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Ambient music experience in real and virtual worlds using audio similarity.
Proceedings of the 1st ACM Workshop on Semantic Ambient Media Experiences, 2008

Map-based music interfaces for mobile devices.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Personal & soho archiving.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Plato: a preservation planning tool.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Plato: a service oriented decision support system for preservation planning.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Rhyme and Style Features for Musical Genre Classification by Song Lyrics.
Proceedings of the ISMIR 2008, 2008

Evaluating Strategies for the Preservation of Console Video Games.
Proceedings of the 5th International Conference on Digital Preservation, 2008

Plato: A Preservation Planning Tool Integrating Preservation Action Services.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2008

Distributed Preservation Services: Integrating Planning and Actions.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2008

User Interaction for Mobile Devices.
Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

Multimodal Analysis of Text and Audio Features for Music Information Retrieval.
Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

2007
Editorial.
Int. J. Digit. Libr., 2007

Multi-Modal Music Information Retrieval - Visualisation and Evaluation of Clusterings by Both Audio and Lyrics.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

How to choose a digital preservation strategy: evaluating a preservation planning procedure.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007

Improving Genre Classification by Combination of Audio and Symbolic Descriptors Using a Transcription Systems.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Preservation Planning in the OAIS Model.
Proceedings of the 4th International Conference on Digital Preservation, 2007

The Metro Visualisation of Component Planes for Self-Organising Maps.
Proceedings of the International Joint Conference on Neural Networks, 2007

Visualising Class Distribution on Self-organising Maps.
Proceedings of the Artificial Neural Networks, 2007

Preserving Interactive Multimedia Art: A Case Study in Preservation Planning.
Proceedings of the Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers, 2007

Supporting Information Management in Digital Libraries with Map-Based Interfaces.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2007

Integration of Text and Audio Features for Genre Classification in Music Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2007

Evaluating Preservation Strategies for Electronic Theses and Dissertations.
Proceedings of the Digital Libraries: Research and Development, 2007


Shaping 3D multimedia environments: the MediaSquare.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Advanced visualization of Self-Organizing Maps with vector fields.
Neural Networks, 2006

The Map of Mozart.
Proceedings of the ISMIR 2006, 2006

Visually Profiling Radio Stations.
Proceedings of the ISMIR 2006, 2006

Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities.
Proceedings of the First IEEE International Conference on Digital Information Management (ICDIM), 2006

The DELOS Testbed for Choosing a Digital Preservation Strategy.
Proceedings of the Digital Libraries: Achievements, 2006

Adding SOMLib Capabilities to the Greenstone Digital Library System.
Proceedings of the Digital Libraries: Achievements, 2006

Emotional Descriptors for Map-Based Access to Music Libraries.
Proceedings of the Digital Libraries: Achievements, 2006

Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification.
Proceedings of the 14th European Signal Processing Conference, 2006

Web-Based Multiple Choice Question Answering for English and Arabic Questions.
Proceedings of the Advances in Information Retrieval, 2006

2005
Serendipity in Text and Audio Information Spaces: Organizing and Exploring High-Dimensional Data with the Growing Hierarchical Self-Organizing Map.
Proceedings of the Classification and Clustering for Knowledge Discovery, 2005

Anwendung der Nutzwertanalyse zur Bewertung von Strategien zur langfristigen Erhaltung digitaler Objekte.
ZfBB, 2005

A Vector Field Visualization Technique for Self-organizing Maps.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

PlaySOM and PocketSOMPlayer, Alternative Interfaces to Large Music Collections.
Proceedings of the ISMIR 2005, 2005

Evaluation of Feature Extractors and Psycho-Acoustic Transformations for Music Genre Classification.
Proceedings of the ISMIR 2005, 2005

Sound Re-synthesis from rhythm Pattern Features - audible insight into a Music Feature Extraction Process.
Proceedings of the 2005 International Computer Music Conference, 2005

Graph projection techniques for Self-Organizing Maps.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

Supporting ECDL'05 Using TCeReview.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2005

2004
Using Utility Analysis to Evaluate and Compare Preservation Strategies.
Proceedings of the 1st International Conference on Digital Preservation, 2004

DELOS: Network of Excellence on Digital Libraries, with a focus on the Preservation Cluster.
Proceedings of the 1st International Conference on Digital Preservation, 2004

'SemanticLIFE' - A Framework for Managing Information of A Human Lifetime.
Proceedings of the iiWAS'2004, 2004

Preserving Digital Media: Towards a Preservation Solution Evaluation Metric.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

2003
Text Mining in the SOMLib Digital Library System: The Representation of Topics and Genres.
Appl. Intell., 2003

2002
The growing hierarchical self-organizing map: exploratory analysis of high-dimensional data.
IEEE Trans. Neural Networks, 2002

Uncovering hierarchical structure in data using the growing hierarchical self-organizing map.
Neurocomputing, 2002

Uncovering Information Hidden in Web Archives: A Glimpse at Web Analysis Building on Data Warehouses.
D Lib Mag., 2002

Content-based music indexing and organization.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Content-based organization and visualization of music archives.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Using Psycho-Acoustic Models and Self-Organizing Maps to Create a Hierarchical Structuring of Music by Musical Styles.
Proceedings of the ISMIR 2002, 2002

Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps.
Proceedings of the Artificial Neural Networks, 2002

Organizing and Exploring High-Dimensional Data with the Growing Hierarchical Self-Organizing Map.
Proceedings of the FSDK'02, 2002

Austrian Online Archive Processing: Analyzing Archives of the World Wide Web.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2002

Putting the World Wide Web into a Data Warehouse: A DWH-Based Approach to Web Analysis.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002

2001
Recent Advances with the Growing Hierarchical Self-Organizing Map.
Proceedings of the Advances in Self-Organising Maps, 2001

Self-Organizing Maps for Content-Based Music Clustering.
Proceedings of the 12th Italian Workshop on Neural Nets, 2001

User Interfaces for Digital Libraries.
Proceedings of the Mensch-Computer Interktion (MCI) im 21. Jahrhundert / Human-Computer Interaction (HCI) in the 21st Century, 2001

Integrating automatic genre analysis into digital libraries.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001

Hierarchical Clustering of Document Archives with the Growing Hierarchical Self-Organizing Map.
Proceedings of the Artificial Neural Networks, 2001

Automatic text representation, classification and labeling in European law.
Proceedings of the Eigths International Conference on Artificial Intelligence and Law, 2001

Automatically Analyzing and Organizing Music Archives.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2001

Improving the Quality of Labels for Self-Organising Maps Using Fine-Tuning.
Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

Business, Culture, Politics, and Sports - How to Find Your Way through a Bulk of News? On Content-Based Hierarchical Structuring and Organization of Large Document Archives.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

2000
Cluster Analysis as a First Step in the Knowledge Discovery Process.
J. Adv. Comput. Intell. Intell. Informatics, 2000

Visualizing Electronic Document Repositories: Drawing Books and Papers in a Digital Library.
Proceedings of the Advances in Visual Information Management, 2000

Uncovering the Hierarchical Structure of Text Archives by Using an Unsupervised Neural Network with Adaptive Architecture.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Digital Libraries - Classification and Visualization Techniques.
Proceedings of the 2000 Kyoto International Conference on Digital Libraries: Research and Practice, 2000

parSOM: A Parallel Implementation of the Self-Organizing Map Exploiting Cache Effects: Making the SOM Fit for Interactive High-Performance Data Analysis.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

The Growing Hierarchical Self-Organizing Map.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

parSOM: Using Parallelism to Overcome Memory Latency in Self-Organizing Neural Networks.
Proceedings of the High-Performance Computing and Networking, 8th International Conference, 2000

Using Growing hierarchical self-organizing maps for document classification.
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

Automatically Detecting and Organizing Documents into Topic Hierarchies: A Neural Network Based Approach to Bookshelf Creation and Arrangement.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2000

Optimizing the parSOM Neural Network Implementation for Data Mining with Distributed Memory Systems and Cluster Computing.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

Some Remarks on Vector Representations of Legal Documents.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

"'Andreas Rauber'? Conference Pages Are over There, German Documents on the Lower Left, .." - An "Old-Fashioned" Approach to Web Search Results Visualization.
Proceedings of the 11th International Workshop on Database and Expert Systems Applications (DEXA'00), 2000

Providing Topically Sorted Access to Subsequently Releases Newspaper Editions or: How to Build Your Private Digital Library.
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000

Representation of Document Archives for Interactive Exploration.
Proceedings of the First DELOS Network of Excellence Workshop on Information Seeking, 2000

1999
Mining Text Archives: Creating Readable Maps to Structure and Describe Document Collections.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Automatic Labeling of Self-Organizing Maps: Making a Treasure-Map Reveal Its Secrets.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

LabelSOM: on the labeling of self-organizing maps.
Proceedings of the International Joint Conference Neural Networks, 1999

Self-Organization of Distributed Document Archives.
Proceedings of the 1999 International Database Engineering and Applications Symposium, 1999

The SOMLib Digital Library System.
Proceedings of the Research and Advanced Technology for Digital Libraries, 1999

SOMLib: A Digital Library System Based on Neural Networks.
Proceedings of the Fourth ACM conference on Digital Libraries, 1999

An Architecture for Modular On-Line Analytical Processing Systems: Supporting Distributed and Parallel Query Processing Using Cooperating CORBA Objects.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

A Metaphor Graphics Based Representation of Digital Libraries on the World Wide Web: Using the libViewer to Make Metadata Visible.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

Using Self-Organizing Maps to Organize Document Archives and to Charakterize Subject Matter: How to Make a Map Tell the News of the World.
Proceedings of the Database and Expert Systems Applications, 10th International Conference, 1999

1998
Finding structure in text archives.
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998

CIA's View of the World and What Neural Networks Learn from It: A Comparison of Geographical Document Space Representation Metaphors.
Proceedings of the Database and Expert Systems Applications, 9th International Conference, 1998


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