AI & Machine Learning Research with Meaningful Impact
I am curious about the foundations of computational intelligence, specifically methodologies that bridge the areas of connectionist and symbolic learning applied to real-world AI, Machine Learning and NLP applications. I am passioned about enabling an open and interdisciplinary research and…
Integrating Content and Structure Learning: A Model of Hypertext Zoning and Sounding
Title: Integrating Content and Structure Learning: A Model of Hypertext Zoning and Sounding Authors: Alexander Mehler and Ulli Waltinger Pub/Conf: Modeling, Learning and Processing of Text Technological Data Structures. Mehler A, Henning Lobin and Harald Lüngen and K-UK, Storrer A, Witt…
On Social Semantics in Information Retrieval
Title: On Social Semantics in Information RetrievalAuthors: Ulli WaltingerPub/Conf: PhD-Thesis, 2011 Abstract:In this thesis we analyze the performance of social semantics in textual information retrieval. By means of collaboratively constructed knowledge derived from web-based social networks, inducing both common-sense and…
Social Semantics And Its Evaluation By Means of Closed Topic Models: An SVM-Classification Approach Using Semantic Feature Replacement By Topic Generalization
Title: Social Semantics And Its Evaluation By Means of Closed Topic Models: An SVM-Classification Approach Using Semantic Feature Replacement By Topic Generalization Authors: Ulli Waltinger, Alexander Mehler, and Rüdiger Gleim Pub/Conf: GSCL-Conference 2009 Abstract: Text categorization is a fundamental part in…
eHumanities Desktop – An extensible Online System for Corpus Management and Analysis
Title: eHumanities Desktop – An extensible Online System for Corpus Management and AnalysisAuthors: Gleim Rüdiger, Waltinger Ulli, Mehler Alexander, Menke PeterPub/Conf: Corpus Linguistics 2009 Abstract:This paper presents the eHumanities Desktop – an online system for corpus management and analysis in support…
A Two-level Approach to Web Genre Classification
Title: A Two-level Approach to Web Genre Classification Authors: Ulli Waltinger and Alexander Mehler and Armin Wegner Pub/Conf: Fifth International Conference on Web Information Systems and Technologies, Lisbon, Portugal, March 23-26, 2009 Abstract: This paper presents an approach of two-level…
The eHumanities Desktop – An Online System for Corpus Management and Analysis in Support of Computing in the Humanities
Title: The eHumanities Desktop – An Online System for Corpus Management and Analysis in Support of Computing in the HumanitiesAuthors: Gleim, Rüdiger ; Waltinger, Ulli; Ernst, Alexandra ; Mehler, Alexander; Esch, Dietmar ; Feith, TobiasPub/Conf: Demonstrations Session of the 12th Conference…
Who Is It? Context Sensitive Named Entity and Instance Recognition by Means of Wikipedia
Title: Who Is It? Context Sensitive Named Entity and Instance Recognition by Means of Wikipedia Authors: Ulli Waltinger and Alexander Mehler Pub/Conf: IEEE / WIC / ACM International Conference on Web Intelligence, WI 2008 Abstract: This paper presents an approach for…
WikiDB: Building Interoperable Wiki-Based Knowledge Resources for Semantic Databases
Title: WikiDB: Building Interoperable Wiki-Based Knowledge Resources for Semantic Databases Authors: Alexander Mehler, Rüdiger Gleim, Alexandra Ernst, and Waltinger, Ulli Pub/Conf: Sprache und Datenverarbeitung. International Journal for Language Data Processing 32(1). Abstract: This article describes an API for exploring the logical…
A Formal Text Representation Model Based on Lexical Chaining
Title: A Formal Text Representation Model Based on Lexical ChainingAuthors: Alexander Mehler, Ulli Waltinger, and Armin WegnerPub/Conf: KI 2007 Workshop on Learning from Non-Vectorial Data (LNVD 2007) September 10 Abstract:This paper presents a formal text representation model as an alternative to…
