35 Publications

Mark all

[35]
2012 | Book Chapter | PUB-ID: 2144379
Exploring Resources for Lexical Chaining: A Comparison of Automated Semantic Relatedness Measures and Human Judgements
Cramer I, Wandmacher T, Waltinger U (2012)
In: Modeling, Learning and Processing of Text Technological Data Structures. Mehler A, Henning Lobin and Harald Lüngen and K-UK, Storrer A, Witt A (Eds); Studies in Computational Intelligence, 370. Berlin/New York: Springer: 377-396.
PUB | DOI
 
[34]
2012 | Journal Article | PUB-ID: 2498074
Connecting question answering and conversational agents: Contextualizing German questions for interactive question answering systems
Waltinger U, Breuing A, Wachsmuth I (2012)
KI - Künstliche Intelligenz 26(4): 381-390.
PUB | PDF | DOI
 
[33]
2012 | Conference Paper | PUB-ID: 2479882
MLSA – A Multi-layered Reference Corpus for German Sentiment Analysis
Clematide S, Gindl S, Klenner M, Petrakis S, Remus R, Ruppenhofer J, Waltinger U, Wiegand M (2012)
Presented at the The 8th International Conference on Language Resources and Evaluation (LREC), Istanbul, Turkey.
PUB
 
[32]
2012 | Book Chapter | PUB-ID: 2473473
Internet-based Communication
Waltinger U, Breuing A (Submitted)
In: Handbook of Applied Linguistics. Mehler A, Romary L, Gibbon D (Eds); , Technical Communication. Berlin/New York: Mouton de Gruyter.
PUB
 
[31]
2011 | Conference Paper | PUB-ID: 2276415
An Empirical Study on Machine Learning-based Sentiment Classification Using Polarity Clues
Waltinger U (2011)
In: Web Information Systems and Technologies. WEBIST 2010. Revised selected papers. Filipe J, Cordeiro J (Eds); Lecture Notes in Business Information Processing (LNBIP), 75. Berlin ; Heidelberg: Springer: 202-214.
PUB | DOI
 
[30]
2011 | Conference Abstract | PUB-ID: 2634598
Deciphering the communicative code in speech and gesture dialogues by autoencoding hypernetworks
Nam J, Bergmann K, Waltinger U, Kopp S, Wachsmuth I, Zhang B-T (2011)
Presented at the ESLP 2011: Embodied and Situated Language Processing, Center for Interdisciplinary Research (ZiF), Bielefeld University, Germany.
PUB | PDF
 
[29]
2011 | Conference Paper | PUB-ID: 2144342
Interfacing virtual agents with collaborative knowledge: Open domain question answering using Wikipedia-based topic models
Waltinger U, Breuing A, Wachsmuth I (2011)
In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI–11). Walsh T (Ed); Barcelona, Spain: AAAI Press: 1896-1902.
PUB | PDF
 
[28]
2011 | Conference Paper | PUB-ID: 2144354
Harvesting Wikipedia knowledge to identify topics in ongoing natural language dialogs
Breuing A, Waltinger U, Wachsmuth I (2011)
In: Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2011). IEEE: 445-450.
PUB | DOI
 
[27]
2011 | Conference Abstract | PUB-ID: 2425215
Talking topically to the artificial agent Max
Breuing A, Waltinger U, Wachsmuth I (2011)
In: Postersession at the Interdisciplinary College.(2011). Sankt Augustin, Germany: 488.
PUB | PDF
 
[26]
2011 | Conference Abstract | PUB-ID: 2425217
Digital fruits for lunch: Feeding embodied conversational agents with Wikipedia knowledge
Waltinger U, Breuing A, Wachsmuth I (2011)
In: Postersession at the Interdisciplinary College. Sankt Augstin: Interdisciplinary College: 524.
PUB | PDF
 
[25]
2011 | Journal Article | PUB-ID: 2144231
Evolution of Romance Language in Written Communication: Network Analysis of Late Latin and Early Romance Corpora
Mehler A, Diewald N, Waltinger U, Gleim R, Esch D, Job B, Küchelmann T, Pustylnikov O, Blanchard P (2011)
Leonardo 44(3): 244-245.
PUB | DOI | WoS
 
[24]
2011 | Book Chapter | PUB-ID: 2337995
Hierarchical Classification of OAI Metadata Using the DDC Taxonomy
Waltinger U, Mehler A, Lösch M, Horstmann W (2011)
In: Advanced Language Technologies for Digital Libraries. Bernardi R, Chambers S, Gottfried B, Segond F, Zaihrayeu I (Eds); Lecture Notes in Computer Science, 6699. Berlin / Heidelberg: Springer: 29-40.
PUB | DOI
 
[23]
2011 | Book Chapter | PUB-ID: 2144372
Integrating Content and Structure Learning: A Model of Hypertext Zoning and Sounding
Mehler A, Waltinger U (2011)
In: Modeling, Learning and Processing of Text Technological Data Structures. Mehler A, Henning Lobin and Harald Lüngen and K-UK, Storrer A, Witt A (Eds); Studies in Computational Intelligence. Berlin/New York: Springer.
PUB | DOI
 
[22]
2011 | Journal Article | PUB-ID: 2144216
Building a DDC-annotated Corpus from OAI Metadata
Lösch M, Waltinger U, Horstmann W, Mehler A (2011)
Journal of Digital Information 12(2).
PUB | PDF
 
[21]
2011 | Conference Abstract | PUB-ID: 2473457
Deciphering the Communicative Code in Speech and Gesture Dialogues by Autoencoding Hypernetworks
Nam J, Bergmann K, Waltinger U, Kopp S, Wachsmuth I, Zhang B-T (2011)
Presented at the Embodied & Situated Language Processing (ESLP 2011), Bielefeld.
PUB
 
[20]
2010 | Bielefeld Dissertation | PUB-ID: 2302025
On social semantics in information retrieval
Waltinger U (2010)
Bielefeld (Germany): Bielefeld University.
PUB | PDF
 
[19]
2010 | Conference Paper | PUB-ID: 1904144
Time Series of Linguistic Networks by Example of the Patrologia Latina
Mehler A, Gleim R, Waltinger U, Diewald N (2010)
In: Proceedings of INFORMATIK 2010: Service Science, September 27 - October 01, 2010, Leipzig. Fähnrich K-P, Franczyk B (Eds); , 2. GI: 609-616.
PUB
 
[18]
2010 | Conference Paper | PUB-ID: 1904061
GermanPolarityClues: A Lexical Resource for German Sentiment Analysis
Waltinger U (2010)
In: Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10). Nicoletta Calzolari (Conference Chair) BMKC (Ed); Valletta, Malta: European Language Resources Association (ELRA).
PUB
 
[17]
2010 | Conference Paper | PUB-ID: 1904155
Sentiment Analysis Reloaded: A Comparative Study On Sentiment Polarity Identification Combining Machine Learning And Subjectivity Features
Waltinger U (2010)
In: Proceedings of the 6th International Conference on Web Information Systems and Technologies (WEBIST '10). Valencia, Spain.
PUB
 
[16]
2009 | Conference Paper | PUB-ID: 1918907
eHumanities Desktop - An extensible Online System for Corpus Management and Analysis
Gleim R, Waltinger U, Mehler A, Menke P (2009)
In: Proceedings of the Corpus Linguistics 2009 Conference.
PUB
 
[15]
2009 | Conference Paper | PUB-ID: 2488603
eHumanities Desktop. Eine webbasierte Arbeitsumgebung für die geisteswissenschaftliche Fachinformatik
Mehler A, Gleim R, Waltinger U, Ernst A, Esch D, Feith T (2009)
In: Proceedings of the Symposium "Sprachtechnologie und eHumanities".
PUB
 
[14]
2009 | Conference Paper | PUB-ID: 1904129
Polarity Reinforcement: Sentiment Polarity Identification By Means Of Social Semantics
Waltinger U (2009)
In: Proceedings of the IEEE Africon 2009.
PUB
 
[13]
2009 | Conference Paper | PUB-ID: 1904125
Social Semantics and Its Evaluation by Means of Semantic Relatedness and Open Topic Models
Waltinger U, Mehler A (2009)
In: Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology., 1. Washington, DC, USA: IEEE Computer Society: 42-49.
PUB | DOI
 
[12]
2009 | Conference Paper | PUB-ID: 1904121 PUB
 
[11]
2009 | Conference Paper | PUB-ID: 1904115
From Social Networks To Distributional Properties: A Comparative Study On Computing Semantic Relatedness
Waltinger U, Cramer I, Wandmacher T (2009)
In: Proceedings of the 31th Annual Conference of the Cognitive Science Society. Taatgen NA, Rijn van H (Eds); Austin, TX: Cognitive Science Society: 3016-3021.
PUB
 
[10]
2009 | Conference Paper | PUB-ID: 1904104
The eHumanities Desktop - An Online System for Corpus Management and Analysis in Support of Computing in the Humanities
Gleim R, Waltinger U, Ernst A, Mehler A, Esch D, Feith T (2009)
In: Proceedings of the Demonstrations Session of the 12th Conference of the European Chapter of the Association for Computational Linguistics EACL 2009.
PUB
 
[9]
2009 | Conference Paper | PUB-ID: 1904094
The Feature Difference Coefficient: Classification by Means of Feature Distributions
Waltinger U, Mehler A (2009)
In: Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany.
PUB
 
[8]
2009 | Conference Paper | PUB-ID: 1904088
A Two-level Approach to Web Genre Classification
Waltinger U, Mehler A, Wegner A (2009)
In: WEBIST 2009 - Proceedings of the Fifth International Conference on Web Information Systems and Technologies, Lisbon, Portugal, March 23-26, 2009. Filipe J, Cordeiro J (Eds); INSTICC Press: 689-692.
PUB
 
[7]
2009 | Conference Paper | PUB-ID: 1904097
eHumanities Desktop - eine webbasierte Arbeitsumgebung für die geistes-wissenschaftliche Fachinformatik
Mehler A, Gleim R, Waltinger U, Ernst A, Esch D, Feith T (2009)
In: Proceedings of the Symposium Sprachtechnologie und eHumanities, 26. and 27. February, Duisburg-Essen University.
PUB
 
[6]
2009 | Journal Article | PUB-ID: 1588836 PUB | DOI | WoS
 
[5]
2008 | Journal Article | PUB-ID: 1904067
WikiDB: Building Interoperable Wiki-Based Knowledge Resources for Semantic Databases
Mehler A, Gleim R, Ernst A, Waltinger U (2008)
Sprache und Datenverarbeitung. International Journal for Language Data Processing 32(1).
PUB
 
[4]
2008 | Conference Paper | PUB-ID: 1904064
Who Is It? Context Sensitive Named Entity and Instance Recognition by Means of Wikipedia
Waltinger U, Mehler A (2008)
In: Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence (WI-2008)., 1. Los Alamitos, CA, USA: IEEE Computer Society: 381-384.
PUB | DOI
 
[3]
2008 | Conference Paper | PUB-ID: 1904078
Towards Automatic Content Tagging: Enhanced Web Services in Digital Libraries Using Lexical Chaining
Waltinger U, Mehler A, Heyer G (2008)
In: 4th International Conference on Web Information Systems and Technologies (WEBIST '08). Barcelona: 231-236.
PUB
 
[2]
2008 | Conference Paper | PUB-ID: 1904072
An integrated model of lexical chaining: application, resources and its format
Waltinger U, Mehler A, Stührenberg M (2008)
In: KONVENS 2008 – Ergänzungsband Textressourcen und lexikalisches Wissen. Storrer A, Geyken A, Siebert A, Würzner K-M (Eds); Berlin: 59-70.
PUB
 
[1]
2007 | Conference Paper | PUB-ID: 1904082
A Formal Text Representation Model Based on Lexical Chaining.
Mehler A, Waltinger U, Wegner A (2007)
In: Proceedings of the KI 2007 Workshop on Learning from Non-Vectorial Data (LNVD 2007) September 10. Geibel P, Jain BJ (Eds); Osnabrück: Universität Osnabrück: 17-26.
PUB
 

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35 Data Publications

Mark all

[35]
2012 | Book Chapter | PUB-ID: 2144379
Exploring Resources for Lexical Chaining: A Comparison of Automated Semantic Relatedness Measures and Human Judgements
Cramer I, Wandmacher T, Waltinger U (2012)
In: Modeling, Learning and Processing of Text Technological Data Structures. Mehler A, Henning Lobin and Harald Lüngen and K-UK, Storrer A, Witt A (Eds); Studies in Computational Intelligence, 370. Berlin/New York: Springer: 377-396.
PUB | DOI
 
[34]
2012 | Journal Article | PUB-ID: 2498074
Connecting question answering and conversational agents: Contextualizing German questions for interactive question answering systems
Waltinger U, Breuing A, Wachsmuth I (2012)
KI - Künstliche Intelligenz 26(4): 381-390.
PUB | PDF | DOI
 
[33]
2012 | Conference Paper | PUB-ID: 2479882
MLSA – A Multi-layered Reference Corpus for German Sentiment Analysis
Clematide S, Gindl S, Klenner M, Petrakis S, Remus R, Ruppenhofer J, Waltinger U, Wiegand M (2012)
Presented at the The 8th International Conference on Language Resources and Evaluation (LREC), Istanbul, Turkey.
PUB
 
[32]
2012 | Book Chapter | PUB-ID: 2473473
Internet-based Communication
Waltinger U, Breuing A (Submitted)
In: Handbook of Applied Linguistics. Mehler A, Romary L, Gibbon D (Eds); , Technical Communication. Berlin/New York: Mouton de Gruyter.
PUB
 
[31]
2011 | Conference Paper | PUB-ID: 2276415
An Empirical Study on Machine Learning-based Sentiment Classification Using Polarity Clues
Waltinger U (2011)
In: Web Information Systems and Technologies. WEBIST 2010. Revised selected papers. Filipe J, Cordeiro J (Eds); Lecture Notes in Business Information Processing (LNBIP), 75. Berlin ; Heidelberg: Springer: 202-214.
PUB | DOI
 
[30]
2011 | Conference Abstract | PUB-ID: 2634598
Deciphering the communicative code in speech and gesture dialogues by autoencoding hypernetworks
Nam J, Bergmann K, Waltinger U, Kopp S, Wachsmuth I, Zhang B-T (2011)
Presented at the ESLP 2011: Embodied and Situated Language Processing, Center for Interdisciplinary Research (ZiF), Bielefeld University, Germany.
PUB | PDF
 
[29]
2011 | Conference Paper | PUB-ID: 2144342
Interfacing virtual agents with collaborative knowledge: Open domain question answering using Wikipedia-based topic models
Waltinger U, Breuing A, Wachsmuth I (2011)
In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI–11). Walsh T (Ed); Barcelona, Spain: AAAI Press: 1896-1902.
PUB | PDF
 
[28]
2011 | Conference Paper | PUB-ID: 2144354
Harvesting Wikipedia knowledge to identify topics in ongoing natural language dialogs
Breuing A, Waltinger U, Wachsmuth I (2011)
In: Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2011). IEEE: 445-450.
PUB | DOI
 
[27]
2011 | Conference Abstract | PUB-ID: 2425215
Talking topically to the artificial agent Max
Breuing A, Waltinger U, Wachsmuth I (2011)
In: Postersession at the Interdisciplinary College.(2011). Sankt Augustin, Germany: 488.
PUB | PDF
 
[26]
2011 | Conference Abstract | PUB-ID: 2425217
Digital fruits for lunch: Feeding embodied conversational agents with Wikipedia knowledge
Waltinger U, Breuing A, Wachsmuth I (2011)
In: Postersession at the Interdisciplinary College. Sankt Augstin: Interdisciplinary College: 524.
PUB | PDF
 
[25]
2011 | Journal Article | PUB-ID: 2144231
Evolution of Romance Language in Written Communication: Network Analysis of Late Latin and Early Romance Corpora
Mehler A, Diewald N, Waltinger U, Gleim R, Esch D, Job B, Küchelmann T, Pustylnikov O, Blanchard P (2011)
Leonardo 44(3): 244-245.
PUB | DOI | WoS
 
[24]
2011 | Book Chapter | PUB-ID: 2337995
Hierarchical Classification of OAI Metadata Using the DDC Taxonomy
Waltinger U, Mehler A, Lösch M, Horstmann W (2011)
In: Advanced Language Technologies for Digital Libraries. Bernardi R, Chambers S, Gottfried B, Segond F, Zaihrayeu I (Eds); Lecture Notes in Computer Science, 6699. Berlin / Heidelberg: Springer: 29-40.
PUB | DOI
 
[23]
2011 | Book Chapter | PUB-ID: 2144372
Integrating Content and Structure Learning: A Model of Hypertext Zoning and Sounding
Mehler A, Waltinger U (2011)
In: Modeling, Learning and Processing of Text Technological Data Structures. Mehler A, Henning Lobin and Harald Lüngen and K-UK, Storrer A, Witt A (Eds); Studies in Computational Intelligence. Berlin/New York: Springer.
PUB | DOI
 
[22]
2011 | Journal Article | PUB-ID: 2144216
Building a DDC-annotated Corpus from OAI Metadata
Lösch M, Waltinger U, Horstmann W, Mehler A (2011)
Journal of Digital Information 12(2).
PUB | PDF
 
[21]
2011 | Conference Abstract | PUB-ID: 2473457
Deciphering the Communicative Code in Speech and Gesture Dialogues by Autoencoding Hypernetworks
Nam J, Bergmann K, Waltinger U, Kopp S, Wachsmuth I, Zhang B-T (2011)
Presented at the Embodied & Situated Language Processing (ESLP 2011), Bielefeld.
PUB
 
[20]
2010 | Bielefeld Dissertation | PUB-ID: 2302025
On social semantics in information retrieval
Waltinger U (2010)
Bielefeld (Germany): Bielefeld University.
PUB | PDF
 
[19]
2010 | Conference Paper | PUB-ID: 1904144
Time Series of Linguistic Networks by Example of the Patrologia Latina
Mehler A, Gleim R, Waltinger U, Diewald N (2010)
In: Proceedings of INFORMATIK 2010: Service Science, September 27 - October 01, 2010, Leipzig. Fähnrich K-P, Franczyk B (Eds); , 2. GI: 609-616.
PUB
 
[18]
2010 | Conference Paper | PUB-ID: 1904061
GermanPolarityClues: A Lexical Resource for German Sentiment Analysis
Waltinger U (2010)
In: Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10). Nicoletta Calzolari (Conference Chair) BMKC (Ed); Valletta, Malta: European Language Resources Association (ELRA).
PUB
 
[17]
2010 | Conference Paper | PUB-ID: 1904155
Sentiment Analysis Reloaded: A Comparative Study On Sentiment Polarity Identification Combining Machine Learning And Subjectivity Features
Waltinger U (2010)
In: Proceedings of the 6th International Conference on Web Information Systems and Technologies (WEBIST '10). Valencia, Spain.
PUB
 
[16]
2009 | Conference Paper | PUB-ID: 1918907
eHumanities Desktop - An extensible Online System for Corpus Management and Analysis
Gleim R, Waltinger U, Mehler A, Menke P (2009)
In: Proceedings of the Corpus Linguistics 2009 Conference.
PUB
 
[15]
2009 | Conference Paper | PUB-ID: 2488603
eHumanities Desktop. Eine webbasierte Arbeitsumgebung für die geisteswissenschaftliche Fachinformatik
Mehler A, Gleim R, Waltinger U, Ernst A, Esch D, Feith T (2009)
In: Proceedings of the Symposium "Sprachtechnologie und eHumanities".
PUB
 
[14]
2009 | Conference Paper | PUB-ID: 1904129
Polarity Reinforcement: Sentiment Polarity Identification By Means Of Social Semantics
Waltinger U (2009)
In: Proceedings of the IEEE Africon 2009.
PUB
 
[13]
2009 | Conference Paper | PUB-ID: 1904125
Social Semantics and Its Evaluation by Means of Semantic Relatedness and Open Topic Models
Waltinger U, Mehler A (2009)
In: Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology., 1. Washington, DC, USA: IEEE Computer Society: 42-49.
PUB | DOI
 
[12]
2009 | Conference Paper | PUB-ID: 1904121 PUB
 
[11]
2009 | Conference Paper | PUB-ID: 1904115
From Social Networks To Distributional Properties: A Comparative Study On Computing Semantic Relatedness
Waltinger U, Cramer I, Wandmacher T (2009)
In: Proceedings of the 31th Annual Conference of the Cognitive Science Society. Taatgen NA, Rijn van H (Eds); Austin, TX: Cognitive Science Society: 3016-3021.
PUB
 
[10]
2009 | Conference Paper | PUB-ID: 1904104
The eHumanities Desktop - An Online System for Corpus Management and Analysis in Support of Computing in the Humanities
Gleim R, Waltinger U, Ernst A, Mehler A, Esch D, Feith T (2009)
In: Proceedings of the Demonstrations Session of the 12th Conference of the European Chapter of the Association for Computational Linguistics EACL 2009.
PUB
 
[9]
2009 | Conference Paper | PUB-ID: 1904094
The Feature Difference Coefficient: Classification by Means of Feature Distributions
Waltinger U, Mehler A (2009)
In: Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany.
PUB
 
[8]
2009 | Conference Paper | PUB-ID: 1904088
A Two-level Approach to Web Genre Classification
Waltinger U, Mehler A, Wegner A (2009)
In: WEBIST 2009 - Proceedings of the Fifth International Conference on Web Information Systems and Technologies, Lisbon, Portugal, March 23-26, 2009. Filipe J, Cordeiro J (Eds); INSTICC Press: 689-692.
PUB
 
[7]
2009 | Conference Paper | PUB-ID: 1904097
eHumanities Desktop - eine webbasierte Arbeitsumgebung für die geistes-wissenschaftliche Fachinformatik
Mehler A, Gleim R, Waltinger U, Ernst A, Esch D, Feith T (2009)
In: Proceedings of the Symposium Sprachtechnologie und eHumanities, 26. and 27. February, Duisburg-Essen University.
PUB
 
[6]
2009 | Journal Article | PUB-ID: 1588836 PUB | DOI | WoS
 
[5]
2008 | Journal Article | PUB-ID: 1904067
WikiDB: Building Interoperable Wiki-Based Knowledge Resources for Semantic Databases
Mehler A, Gleim R, Ernst A, Waltinger U (2008)
Sprache und Datenverarbeitung. International Journal for Language Data Processing 32(1).
PUB
 
[4]
2008 | Conference Paper | PUB-ID: 1904064
Who Is It? Context Sensitive Named Entity and Instance Recognition by Means of Wikipedia
Waltinger U, Mehler A (2008)
In: Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence (WI-2008)., 1. Los Alamitos, CA, USA: IEEE Computer Society: 381-384.
PUB | DOI
 
[3]
2008 | Conference Paper | PUB-ID: 1904078
Towards Automatic Content Tagging: Enhanced Web Services in Digital Libraries Using Lexical Chaining
Waltinger U, Mehler A, Heyer G (2008)
In: 4th International Conference on Web Information Systems and Technologies (WEBIST '08). Barcelona: 231-236.
PUB
 
[2]
2008 | Conference Paper | PUB-ID: 1904072
An integrated model of lexical chaining: application, resources and its format
Waltinger U, Mehler A, Stührenberg M (2008)
In: KONVENS 2008 – Ergänzungsband Textressourcen und lexikalisches Wissen. Storrer A, Geyken A, Siebert A, Würzner K-M (Eds); Berlin: 59-70.
PUB
 
[1]
2007 | Conference Paper | PUB-ID: 1904082
A Formal Text Representation Model Based on Lexical Chaining.
Mehler A, Waltinger U, Wegner A (2007)
In: Proceedings of the KI 2007 Workshop on Learning from Non-Vectorial Data (LNVD 2007) September 10. Geibel P, Jain BJ (Eds); Osnabrück: Universität Osnabrück: 17-26.
PUB
 

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