@article{duran2017pioneering, abstract = {The bipartite network representation of the drug–target interactions (DTIs) in a biosystem enhances understanding of the drugs’ multifaceted action modes, suggests therapeutic switching for approved drugs and unveils possible side effects. As experimental testing of DTIs is costly and time-consuming, computational predictors are of great aid. Here, for the first time, state-of-the-art DTI supervised predictors custom-made in network biology were compared—using standard and innovative validation frameworks—with unsupervised pure topological-based models designed for general-purpose link prediction in bipartite networks. Surprisingly, our results show that the bipartite topology alone, if adequately exploited by means of the recently proposed local-community-paradigm (LCP) theory—initially detected in brain-network topological self-organization and afterwards generalized to any complex network—is able to suggest highly reliable predictions, with comparable performance with the state-of-the-art-supervised methods that exploit additional (non-topological, for instance biochemical) DTI knowledge. Furthermore, a detailed analysis of the novel predictions revealed that each class of methods prioritizes distinct true interactions; hence, combining methodologies based on diverse principles represents a promising strategy to improve drug–target discovery. To conclude, this study promotes the power of bio-inspired computing, demonstrating that simple unsupervised rules inspired by principles of topological self-organization and adaptiveness arising during learning in living intelligent systems (like the brain) can efficiently equal perform complicated algorithms based on advanced, supervised and knowledge-based engineering.}, author = {Durán, Claudio and Daminelli, Simone and M., Thomas Josephine and Haupt, V. Joachim and Schroeder, Michael and Cannistraci, Carlo Vittorio}, doi = {10.1093/bib/bbx041}, interhash = {bb3e0cc35d1f80cd4fa36045584bdd01}, intrahash = {6ad5135848655b42291dabdcce235bc8}, journal = {Briefings in Bioinformatics}, number = 6, pages = {1183--1202}, title = {Pioneering topological methods for network-based drug–target prediction by exploiting a brain-network self-organization theory}, url = {https://academic.oup.com/bib/article/19/6/1183/3769276}, volume = 19, year = 2017 } @article{daminelli2015common, abstract = {Bipartite networks are powerful descriptions of complex systems characterized by two different classes of nodes and connections allowed only across but not within the two classes. Unveiling physical principles, building theories and suggesting physical models to predict bipartite links such as product-consumer connections in recommendation systems or drug–target interactions in molecular networks can provide priceless information to improve e-commerce or to accelerate pharmaceutical research. The prediction of nonobserved connections starting from those already present in the topology of a network is known as the link-prediction problem. It represents an important subject both in many-body interaction theory in physics and in new algorithms for applied tools in computer science. The rationale is that the existing connectivity structure of a network can suggest where new connections can appear with higher likelihood in an evolving network, or where nonobserved connections are missing in a partially known network. Surprisingly, current complex network theory presents a theoretical bottle-neck: a general framework for local-based link prediction directly in the bipartite domain is missing. Here, we overcome this theoretical obstacle and present a formal definition of common neighbour index and local-community-paradigm (LCP) for bipartite networks. As a consequence, we are able to introduce the first node-neighbourhood-based and LCP-based models for topological link prediction that utilize the bipartite domain. We performed link prediction evaluations in several networks of different size and of disparate origin, including technological, social and biological systems. Our models significantly improve topological prediction in many bipartite networks because they exploit local physical driving-forces that participate in the formation and organization of many real-world bipartite networks. Furthermore, we present a local-based formalism that allows to intuitively implement neighbourhood-based link prediction entirely in the bipartite domain.}, author = {Daminelli, Simone and Thomas, Josephine Maria and Durán, Claudio and Cannistraci, Carlo Vittorio}, doi = {10.1088/1367-2630/17/11/113037}, interhash = {10bfcbfdcb73e2515e01823f8a9160ed}, intrahash = {730d06703bf0c68c697aa36e43cd1b99}, journal = {New Journal of Physics}, number = 11, pages = 113037, publisher = {IOP Publishing}, title = {Common neighbours and the local-community-paradigm for topological link prediction in bipartite networks}, url = {https://iopscience.iop.org/article/10.1088/1367-2630/17/11/113037}, volume = 17, year = 2015 } @article{KrollEngineerIT2007, author = {Kroll, A. and Simon, G. and Cheever, T. and Pilbacka, T. and Stanier, D.}, interhash = {528e2ede7e39c72758c1e6f61a42b9fb}, intrahash = {1a1a2dcefc94d90f4fb948904e7a93b2}, journal = {EngineerIT}, language = {english}, month = {October}, mrtnote = {nopeer}, owner = {duerrbaum}, pages = {28-32}, title = {Room for Improvement}, url = {http://www.eepublishers.co.za/view.php?sid=10863}, volume = 32, year = 2007 } @article{KrollABBReviewT2007, author = {Kroll, A. and Simon, G. and Cheever, T. and Pilbacka, T. and Stanier, D.}, booktitle = {ABB Review}, interhash = {0aca470f258568c56adabd23dee3ffdb}, intrahash = {9fc666dd23e81c2325c47204ef789a84}, journal = {ABB Review 1/2007}, language = {english}, month = {October}, mrtnote = {nopeer}, owner = {duerrbaum}, pages = {56-61}, publisher = {ABB}, title = {Room for Improvement - Identifying limiting factors in process industries}, volume = 1, year = 2007 } @inproceedings{RSS21, author = {Reuse, Matthias and Simon, Martin and Sick, Bernhard}, booktitle = {ICCV - Embedded and Real-World Computer Vision in Autonomous Driving (ICCV-ERCVAD)}, interhash = {e03ba2d8b586e84d345b719edfdf0b30}, intrahash = {016fd8d9c650dd0b2bcd8279f0d2d466}, note = {(accepted)}, title = {About the Ambiguity of Augmentation for 3D Object Detection in Autonomous Driving}, year = 2021 } @book{cotton2014language, abstract = {New Language Leader takes an intelligent approach to building the confidence and skills students need to succeed in academic study and use English in a globalised world. Summary hebis}, address = {Harlow, Essex, England}, author = {Cotton, David and Falvey, David and Kent, Simon}, format = {book}, interhash = {8594664255f65cdc3c3219f403586865}, intrahash = {78ef7e9044a3e85760538704cfb72e85}, isbn = {9781447961550}, locations = {102599432}, primaryauthor = {Cotton, David}, publisher = {Pearson Education Limited}, series = {New language leaderCoursebook Upper intermediate}, shorttitle = {New language leader}, signatures = {125 ENG P 19}, title = {New language leader}, titlesection = {Upper intermediateCoursebook / David Cotton, David Falvey, Simon Kent}, uniqueid = {HEB345612256}, volume = {Upper intermediate. }, year = 2014 } @electronic{burel2015identitatspositionierungen, abstract = {

Die Arbeit ist innerhalb der Wirtschaftslinguistik zu verorten und vertritt die Kernthese, dass Unternehmen nicht nur mit Rohstoffen oder Dienstleistungen handeln, sondern durch ihren Sprachgebrauch systematisch Fakten/nicht-physische Sachverhalte wie IDENTITÄT als Teil ihrer Gegenstandswelt konstruieren.

Die Suche nach Selbstverortung ist in der westlichen Industriegesellschaft ein brisantes Thema - so wird >Unternehmensidentität< oder engl. Corporate Identity vor allem im Rahmen von Wirtschafts- und Sozialwissenschaften sowie in semi-linguistischen Ratgebern behandelt,ihre performativ-sprachlichen und semiotischen Implikationen werden jedoch verkannt. Das Innovationspotential der Arbeit ist es daher, >Unternehmensidentität< durch die zur Verfügung stehenden sprachlichen Zeichensysteme in textuellen Selbstkonzeptualisierungen auszudeuten und die sprachlich-diskursive Konstruktion nachzuzeichnen. Methodisch geschieht dieses Desiderat anhand eines differenzierten diskursanalytischen Modells auf der Ausdrucks-, Inhalts- und Sprachhandlungsebene sowie der Ebene der Situationalität, das in ein anwendungsorientiertes Kompendium von 49 Sachverhalten mündet, aus denen Unternehmensidentität schließlich konstruiert wird.

Summary hebis}, address = {Berlin Boston}, author = {Burel, Simone}, format = {ebook}, interhash = {776d8f996c92bd0d27c9a50614e43c91}, intrahash = {404131e091952d08c23704ecbe950d41}, isbn = {9783110433180}, primaryauthor = {Burel, Simone}, publisher = {De Gruyter}, series = {Sprache und Wissen Band 21}, shortsubtitle = {: die sprachliche Konstruktion von Selbstbildern}, shorttitle = {Identitätspositionierungen der DAX-30-Unternehmen : die sprachliche Konstruktion von Selbstbildern}, subtitle = {die sprachliche Konstruktion von Selbstbildern / Simone Burel}, title = {Identitätspositionierungen der DAX-30-Unternehmen : die sprachliche Konstruktion von Selbstbildern}, titlestatement = {Simone Burel}, uniqueid = {HEB385465262}, url = {http://d-nb.info/1114212970/34}, year = {[2015]} } @article{KrollABBReviewT2007, author = {Kroll, A. and Simon, G. and Cheever, T. and Pilbacka, T. and Stanier, D.}, booktitle = {ABB Review}, interhash = {0aca470f258568c56adabd23dee3ffdb}, intrahash = {9fc666dd23e81c2325c47204ef789a84}, journal = {ABB Review 1/2007}, language = {english}, month = {October}, mrtnote = {nopeer}, owner = {duerrbaum}, pages = {56-61}, publisher = {ABB}, title = {Room for Improvement - Identifying limiting factors in process industries}, volume = 1, year = 2007 } @mastersthesis{Holstein2015, author = {Holstein, Simon}, interhash = {1d7460db413c6dbebaae7f59b3f86f7b}, intrahash = {0df86b0dfc74214c8439673fa7d8240b}, language = {german}, mrtnote = {education}, mrtnr = {133}, owner = {duerrbaum}, school = {FG Mess- und Regelungstechnik}, supervisor = {Univ.-Prof. Dr.-Ing. Andreas Kroll}, title = {Technische Anwendungen von Ameisenalgorithmen}, type = {Seminararbeit}, url = {http://141.51.48.24/MRT/Lehre/Aufgabenstellungen/2014-Holstein_Mueller-Sem-ACO_Anwendungen.pdf}, year = 2015 } @article{KrollEngineerIT2007, author = {Kroll, A. and Simon, G. and Cheever, T. and Pilbacka, T. and Stanier, D.}, interhash = {528e2ede7e39c72758c1e6f61a42b9fb}, intrahash = {1a1a2dcefc94d90f4fb948904e7a93b2}, journal = {EngineerIT}, language = {english}, month = {October}, mrtnote = {nopeer}, owner = {duerrbaum}, pages = {28-32}, title = {Room for Improvement}, url = {http://www.eepublishers.co.za/view.php?sid=10863}, volume = 32, year = 2007 } @inproceedings{ATSK:14, address = {London, UK}, author = {Atzmueller, Martin and Thiele, Lisa and Stumme, Gerd and Kauffeld, Simone}, booktitle = {Proceedings of the 2014 International Smart University Workshop (SmartU 2014), London, UK}, interhash = {02bf7855560ff6708ea11e8c320d90dc}, intrahash = {35b065d3afc739bc42118a3b85ea57d0}, optpages = {1--12}, title = {{Evolution and Dynamics of Student Interaction on Networks of Face-to-Face Proximity}}, year = 2014 } @inproceedings{TAKS:14, address = {Wageningen, The Netherlands}, author = {Thiele, Lisa and Atzmueller, Martin and Kauffeld, Simone and Stumme, Gerd}, booktitle = {Proc. Measuring Behavior}, interhash = {cbfc02b8d436fb395c0207677d9afe03}, intrahash = {db2582a5ca1a0a91ac9378f8dfcb7d8d}, title = {{Subjective versus Objective Captured Social Networks: Comparing Standard Self-Report Questionnaire Data with Observational RFID Technology Data}}, year = 2014 } @inproceedings{Teufel01task-basedevaluation, abstract = {We present a novel method for task-based evalua- tion of summaries of scientific articles. The task we propose is a question-answering task, where the questions are about the relatedness of the current paper to prior research. This evaluation method is time-efficient with respect to material preparation and data collection, so that it is possible to test against many different baselines, something that is not usually feasible in evaluations by relevance decision. We use this methodology to evaluate the quality of summaries our system produces. These summaries are designed to describe the contribution of a scientific article in relation to other work. The re- sults show that this type of summary is indeed more useful than the baselines (random sentences, keyword lists and generic author-written summaries), and nearly as useful as the full texts.}, author = {Teufel, Simone}, booktitle = {In Workshop Automatic Summarization, NAACL}, interhash = {ed0c6de01aa6b0a3ef369627eb689cf3}, intrahash = {b95470c8eae5d8f0372d20215c35f236}, pages = {12--21}, title = {Task-Based Evaluation of Summary Quality: Describing Relationships between Scientific Papers}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.12.8139}, year = 2001 } @article{Teufel02summarizingscientific, abstract = {this paper we argue that scientific articles require a different summarization strategy than, for instance, news articles. We propose a strategy which concentrates on the rhetorical status of statements in the article: Material for summaries is selected in such a way that summaries can highlight the new contribution of the source paper and situate it with respect to earlier work. We provide a gold standard for summaries of this kind consisting of a substantial corpus of conference articles in computational linguistics with human judgements of rhetorical status and relevance. We present several experiments measuring our judges' agreement on these annotations. We also present an algorithm which, on the basis of the annotated training material, selects content and classifies it into a fixed set of seven rhetorical categories. The output of this extraction and classification system can be viewed as a single-document summary in its own right; alternatively, it can be used to generate task-oriented and user-tailored summaries designed to give users an overview of a scientific field.}, author = {Teufel, Simone and Moens, Marc}, interhash = {5062ef01775fa6300141a99937d0f1cd}, intrahash = {7b5e363f72b4351d3afba8f2b369bed6}, journal = {Computational Linguistics}, pages = 2002, title = {Summarizing Scientific Articles - Experiments with Relevance and Rhetorical Status}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.27.5593}, volume = 28, year = 2002 } @inproceedings{jardine2014topical, address = {Gothenburg, Sweden}, author = {Jardine, James and Teufel, Simone}, booktitle = {Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics}, interhash = {147a857a9dc2cc83a91b4f67908995a8}, intrahash = {f4620195b04beda98c3f7336c4b96dd5}, month = {April}, pages = {501--510}, publisher = {Association for Computational Linguistics}, title = {Topical PageRank: A Model of Scientific Expertise for Bibliographic Search}, url = {http://www.aclweb.org/anthology/E14-1053}, year = 2014 } @article{becker2013human, abstract = {Anonymous location data from cellular phone networks sheds light on how people move around on a large scale.}, acmid = {2398375}, address = {New York, NY, USA}, author = {Becker, Richard and C\'{a}ceres, Ram\'{o}n and Hanson, Karrie and Isaacman, Sibren and Loh, Ji Meng and Martonosi, Margaret and Rowland, James and Urbanek, Simon and Varshavsky, Alexander and Volinsky, Chris}, doi = {10.1145/2398356.2398375}, interhash = {a12186255089937b97b17bd46c1dc689}, intrahash = {98da3ee109ea87bdb735cbda1fd202a7}, issn = {0001-0782}, issue_date = {January 2013}, journal = {Communications of the ACM}, month = jan, number = 1, numpages = {9}, pages = {74--82}, publisher = {ACM}, title = {Human mobility characterization from cellular network data}, url = {http://doi.acm.org/10.1145/2398356.2398375}, volume = 56, year = 2013 } @incollection{wanner2011building, abstract = {Citizens are increasingly aware of the influence of environmental and meteorological conditions on the quality of their life. This results in an increasing demand for personalized environmental information, i.e., information that is tailored to citizens’ specific context and background. In this work we describe the development of an environmental information system that addresses this demand in its full complexity. Specifically, we aim at developing a system that supports submission of user generated queries related to environmental conditions. From the technical point of view, the system is tuned to discover reliable data in the web and to process these data in order to convert them into knowledge, which is stored in a dedicated repository. At run time, this information is transferred into an ontology-structured knowledge base, from which then information relevant to the specific user is deduced and communicated in the language of their preference.}, address = {Berlin/Heidelberg}, author = {Wanner, Leo and Vrochidis, Stefanos and Tonelli, Sara and Moßgraber, Jürgen and Bosch, Harald and Karppinen, Ari and Myllynen, Maria and Rospocher, Marco and Bouayad-Agha, Nadjet and Bügel, Ulrich and Casamayor, Gerard and Ertl, Thomas and Kompatsiaris, Ioannis and Koskentalo, Tarja and Mille, Simon and Moumtzidou, Anastasia and Pianta, Emanuele and Saggion, Horacio and Serafini, Luciano and Tarvainen, Virpi}, booktitle = {Environmental Software Systems. Frameworks of eEnvironment}, doi = {10.1007/978-3-642-22285-6_19}, editor = {Hřebíček, Jiří and Schimak, Gerald and Denzer, Ralf}, interhash = {2eb9871339618bc4be4afdfbbd3cda54}, intrahash = {ad68ea956a3bf495d64194ffce367a20}, isbn = {978-3-642-22284-9}, pages = {169--176}, publisher = {Springer}, series = {IFIP Advances in Information and Communication Technology}, title = {Building an Environmental Information System for Personalized Content Delivery}, url = {http://dx.doi.org/10.1007/978-3-642-22285-6_19}, volume = 359, year = 2011 } @inproceedings{liddo2010cohere, abstract = {This paper presents the rationale for treating Contested Collective Intelligence (CCI) as a significant and distinctive dimension of the broader Collective Intelligence design space for organizations. CCI is contrasted with other forms of CI, and building on research in sensemaking, and the modeling of dialogue and debate, we motivate a set of requirements for an ideal CCI platform. We then describe a social, semantic annotation tool called Cohere, which serves as our working prototype of the CCI concept, now being deployed in several communities.}, author = {Liddo, Anna De and Shum, Simon Buckingham}, booktitle = {ACM Computer Supported Cooperative Work (CSCW 2010) - Workshop: Collective Intelligence In Organizations - Toward a Research Agenda}, interhash = {4543ef44021cb9bc6f11cf025e36d5a6}, intrahash = {8573225cb6eeb7e1b32f4a951af8a5b5}, month = feb, title = {Cohere: A prototype for contested collective intelligence}, url = {http://oro.open.ac.uk/19554/}, year = 2010 } @manual{land2012rapid, author = {Land, Sebastian and Fischer, Simon}, interhash = {daaa759cb698cd1ad9a12373a391a1d0}, intrahash = {7ab488ee6f50161eecfeb5379870443b}, title = {Rapid Miner in Academic Use}, url = {http://docs.rapid-i.com/r/whitepaper-academia-en}, year = 2012 } @inproceedings{benczur2008survey, abstract = {While Web archive quality is endangered by Web spam, a side effect of the high commercial value of top-ranked search-engine results, so farWeb spam filtering technologies are rarely used byWeb archivists. In this paper we make the first attempt to disseminate existing methodology and envision a solution for Web archives to share knowledge and unite efforts in Web spam hunting. We survey the state of the art inWeb spam filtering illustrated by the recent Web spam challenge data sets and techniques and describe the filtering solution for archives envisioned in the LiWA—Living Web Archives project.}, address = {Aaarhus, Denmark}, author = {Benczúr, András A. and Siklósi, Dávid and Szabó, Jácint and Bíró, István and Fekete, Zsolt and and Miklós Kurucz and Pereszlényi, Attila and Rácz, Simon and Szabó, Adrienn}, booktitle = {Proceedings of the 8th International Web Archiving Workshop IWAW'08}, interhash = {b09d09a4d29ba2a80a5a29b9a76ed5f0}, intrahash = {911a912a75e50451923522223f7717e8}, month = sep, title = {Web Spam: a Survey with Vision for the Archivist}, url = {http://iwaw.europarchive.org/08/IWAW2008-Benczur.pdf}, year = 2008 }