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91 Publications


2020 | Conference Paper | LibreCat-ID: 15580
Kersting J, Geierhos M. Aspect Phrase Extraction in Sentiment Analysis with Deep Learning. In: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) --  Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020). Setúbal, Portugal: SCITEPRESS; 2020:391--400.
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2020 | Conference Paper | LibreCat-ID: 15582
Buff B, Kersting J, Geierhos M. Detection of Privacy Disclosure in the Medical Domain: A Survey. In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2020). Setúbal, Portugal: SCITEPRESS; 2020:630--637.
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2020 | Conference Paper | LibreCat-ID: 15635
Kersting J, Geierhos M. Neural Learning for Aspect Phrase Extraction and Classification in Sentiment Analysis. In: Proceedings of the 33rd International Florida Artificial Intelligence Research Symposium (FLAIRS) Conference. North Miami Beach, FL, USA: AAAI; 2020:282--285.
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2020 | Conference Paper | LibreCat-ID: 15256
Kersting J, Geierhos M. What Reviews in Local Online Labour Markets Reveal about the Performance of Multi-Service Providers. In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods. Setúbal, Portugal: SCITEPRESS; 2020:263--272.
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2019 | Encyclopedia Article | LibreCat-ID: 8312 | OA
Bäumer FS, Geierhos M. Requirements Engineering in OTF-Computing. In: Encyclopedia.Pub. Basel, Switzerland: MDPI; 2019.
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2019 | Journal Article | LibreCat-ID: 8424 | OA
Bäumer FS, Kersting J, Geierhos M. Natural Language Processing in OTF Computing: Challenges and the Need for Interactive Approaches. Computers. 2019;8(1). doi:10.3390/computers8010022
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2019 | Conference Abstract | LibreCat-ID: 8529 | OA
Seemann N, Merten M-L. UPB-Annotate: Ein maßgeschneidertes Toolkit für historische Texte. In: Sahle P, ed. DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts. Frankfurt am Main, Germany: Zenodo; 2019:352-353. doi:10.5281/ZENODO.2596094
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2019 | Conference Abstract | LibreCat-ID: 8532 | OA
Bäumer FS, Buff B, Geierhos M. Potentielle Privatsphäreverletzungen aufdecken und automatisiert sichtbar machen. In: Sahle P, ed. DHd 2019 Digital Humanities: multimedial & multimodal. Konferenzabstracts. Frankfurt am Main, Germany: Zenodo; 2019:192-193. doi:10.5281/zenodo.2596095
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2019 | Conference Paper | LibreCat-ID: 9613
Kersting J, Bäumer FS, Geierhos M. In Reviews We Trust: But Should We? Experiences with Physician Review Websites. In: Ramachandran M, Walters R, Wills G, Méndez Muñoz V, Chang V, eds. Proceedings of the 4th International Conference on Internet of Things, Big Data and Security. Setúbal, Portugal: SCITEPRESS; 2019:147-155.
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2019 | Conference Paper | LibreCat-ID: 12946
Bäumer FS, Buff B. How to Boost Customer Relationship Management via Web Mining Benefiting from the Glass Customer’s Openness. In: Proceedings of the 8th International Conference on Data Science, Technology and Applications. ; 2019. doi:10.5220/0007828301290136
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2019 | Bachelorsthesis | LibreCat-ID: 13435
Friesen E. Requirements Engineering im OTF-Computing: Informationsextraktion und Unvollständigkeitskompensation mittels domänenspezifischer Wissensbasis. Universität Paderborn; 2019.
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2018 | Book Chapter | LibreCat-ID: 2322
Bäumer FS, Geierhos M. How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. In: Silberztein M, Atigui F, Kornyshova E, Métais E, Meziane F, eds. Proceedings of the 23rd International Conference on Natural Language and Information Systems. Vol 10859. Lecture Notes in Computer Science. Cham, Switzerland: Springer; 2018:509-513. doi:10.1007/978-3-319-91947-8_53
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2018 | Journal Article | LibreCat-ID: 2331
Kim Y, Lee S, Dollmann M, Geierhos M. Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure. International Journal of Advanced Science and Technology. 2018;112:123-136. doi:10.14257/ijast.2018.112.12
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2018 | Book Chapter | LibreCat-ID: 6436
Geierhos M. Freiraum zur individuellen Reflexion gemeinsamer Werte. In: Schnebel KB, Taubenböck A, eds. Integration und Toleranz. 1st ed. Ulm, Germany: Klemm+Oelschläger; 2018:288-292.
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2018 | Book Chapter | LibreCat-ID: 4338
Bäumer FS, Kersting J, Kuršelis V, Geierhos M. Rate Your Physician: Findings from a Lithuanian Physician Rating Website. In: Damaševičius R, Vasiljevienė G, eds. Communications in Computer and Information Science. Vol 920. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2018:43-58. doi:10.1007/978-3-319-99972-2_4
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2018 | Conference Paper | LibreCat-ID: 4339
Bäumer FS, Geierhos M. NLP in OTF Computing: Current Approaches and Open Challenges. In: Damaševičius R, Vasiljevienė G, eds. Proceedings of the 24th International Conference on Information and Software Technologies (ICIST 2018). Vol 920. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2018:559-570. doi:10.1007/978-3-319-99972-2_46
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2018 | Conference Abstract | LibreCat-ID: 4341
Bäumer FS, Geierhos M. Text Broom: A ML-based Tool to Detect and Highlight Privacy Breaches in Physician Reviews: An Insight into Our Current Work. In: European Conference on Data Analysis 2018: Multidisciplinary Facets of Data Science - Book of Abstracts. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 4345
Merten M-L, Seemann N. Analysing Constructional Change: Linguistic Annotation and Sources of Uncertainty. In: García-Peñalvo FJ, ed. Proceedings of the 6th International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM’18). ACM’s International Conference Proceedings Series. New York, NY, USA: ACM; 2018:819-825. doi:10.1145/3284179.3284320
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2018 | Conference Paper | LibreCat-ID: 4349 | OA
Bäumer FS, Kersting J, Orlikowski M, Geierhos M. Towards a Multi-Stage Approach to Detect Privacy Breaches in Physician Reviews. In: Khalili A, Koutraki M, eds. Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems Co-Located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018). Vol 2198. CEUR Workshop Proceedings. CEUR-WS.org; 2018.
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2018 | Conference Paper | LibreCat-ID: 44 | OA
Bäumer FS, Geierhos M. Flexible Ambiguity Resolution and Incompleteness Detection in Requirements Descriptions via an Indicator-based Configuration of Text Analysis Pipelines. In: Proceedings of the 51st Hawaii International Conference on System Sciences. ; 2018:5746-5755. doi:10125/50609
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2018 | Book Chapter | LibreCat-ID: 1104
Geierhos M. Unschärfe bei der Interpretation natürlichsprachlicher Anforderungsbeschreibungen. In: Freitag S, Geierhos M, Asmani R, Haug JI, eds. Unschärfe - Der Umgang mit fehlender Eindeutigkeit. 1st ed. Nordrhein-Westfälische Akademie der Wissenschaften und der Künste - Junges Kolleg. Paderborn, Germany: Ferdinand Schöningh; 2018:111-128.
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2018 | Conference Paper | LibreCat-ID: 1181 | OA
Bäumer FS, Geierhos M. How to Deal with Inaccurate Service Requirements? Insights in Our Current Approach and New Ideas. In: Schmid K, Spoletini P, Ben Charrada E, et al., eds. Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018). Vol 2075. CEUR Workshop Proceedings. CEUR-WS.org; 2018.
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2018 | Conference Paper | LibreCat-ID: 1182 | OA
Friesen E, Bäumer FS, Geierhos M. CORDULA: Software Requirements Extraction Utilizing Chatbot as Communication Interface. In: Schmid K, Spoletini P, Ben Charrada E, et al., eds. Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018). Vol 2075. CEUR Workshop Proceedings. CEUR-WS.org; 2018.
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2018 | Conference Paper | LibreCat-ID: 1183 | OA
Caron M, Bäumer FS, Geierhos M. Back to Basics: Extracting Software Requirements with a Syntactic Approach. In: Schmid K, Spoletini P, Ben Charrada E, et al., eds. Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track Co-Located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018). Vol 2075. CEUR Workshop Proceedings. CEUR-WS.org; 2018.
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2018 | Conference Abstract | LibreCat-ID: 1379 | OA
Seemann N, Geierhos M, Merten M-L, Tophinke D, Wever MD, Hüllermeier E. Supporting the Cognitive Process in Annotation Tasks. In: Eckart K, Schlechtweg D, eds. Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft. ; 2018.
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2017 | Conference Paper | LibreCat-ID: 1156
Kersting J, Geierhos M, Jung H, Kim T. Internet of Things Architecture for Handling Stream Air Pollution Data. In: Ramachandran M, Méndez Muñoz V, Kantere V, Wills G, Walters R, Chang V, eds. Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security. Setúbal, Portugal: SCITEPRESS; 2017:117-124. doi:10.5220/0006354801170124
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2017 | Conference Paper | LibreCat-ID: 1158
Seemann N, Merten M-L, Geierhos M, Tophinke D, Hüllermeier E. Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German. In: Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. Stroudsburg, PA, USA: Association for Computational Linguistics (ACL); 2017:40-45. doi:10.18653/v1/W17-2206
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2017 | Book Chapter | LibreCat-ID: 1159
Kersting J, Geierhos M. Using Sentiment Analysis on Local Up-to-the-Minute News: An Integrated Approach. In: Damaševičius R, Mikašytė V, eds. Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings. Vol 756. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2017:528-538. doi:10.1007/978-3-319-67642-5
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2017 | Book Chapter | LibreCat-ID: 1161
Bäumer FS, Grote N, Kersting J, Geierhos M. Privacy Matters: Detecting Nocuous Patient Data Exposure in Online Physician Reviews. In: Damaševičius R, Mikašytė V, eds. Information and Software Technologies: 23rd International Conference, ICIST 2017, Druskininkai, Lithuania, October 12–14, 2017, Proceedings. Vol 756. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2017:77-89. doi:10.1007/978-3-319-67642-5_7
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2017 | Book Chapter | LibreCat-ID: 93
Geierhos M, Bäumer FS. Guesswork? Resolving Vagueness in User-Generated Software Requirements. In: Christiansen H, Jiménez-López MD, Loukanova R, Moss LS, eds. Partiality and Underspecification in Information, Languages, and Knowledge. 1st ed. Newcastle upon Tyne, UK: Cambridge Scholars Publishing; 2017:65-108.
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2017 | Conference Paper | LibreCat-ID: 57
Bäumer FS, Dollmann M, Geierhos M. Studying Software Descriptions in SourceForge and App Stores for a better Understanding of real-life Requirements. In: Sarro F, Shihab E, Nagappan M, Platenius MC, Kaimann D, eds. Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics. New York, NY, USA: ACM; 2017:19-25. doi:10.1145/3121264.3121269
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2017 | Dissertation | LibreCat-ID: 89
Bäumer FS. Indikatorbasierte Erkennung und Kompensation von ungenauen und unvollständig beschriebenen Softwareanforderungen. Universität Paderborn; 2017. doi:10.17619/UNIPB/1-157
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2017 | Conference Paper | LibreCat-ID: 97
van Rooijen L, Bäumer FS, Platenius MC, Geierhos M, Hamann H, Engels G. From User Demand to Software Service: Using Machine Learning to Automate the Requirements Specification Process. In: 2017 IEEE 25th International Requirements Engineering Conference Workshops (REW). Piscataway, NJ, USA: IEEE; 2017:379-385. doi:10.1109/REW.2017.26
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2017 | Journal Article | LibreCat-ID: 1098
Kim Y-S, Lee S-W, Dollmann M, Geierhos M. Semantic Annotation of Software Requirements with Language Frame. International Journal of Software Engineering for Smart Device. 2017;4(2):1-6.
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2016 | Conference Paper | LibreCat-ID: 1151 | OA
Stotz S, Geierhos M. Wie verhalten sich Aktionäre bei Unternehmenszusammenschlüssen? Modellierung sprachlicher Muster zur Analyse treibender Faktoren bei der Berichterstattung. In: DHd 2016: Modellierung - Vernetzung - Visualisierung. Die Digital Humanities als fächerübergreifendes Forschungsparadigma. Konferenzabstracts, Universität Leipzig,  7. bis 12. März 2016. Duisburg, Germany: Nisaba-Verlag; 2016:378-381.
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2016 | Encyclopedia Article | LibreCat-ID: 1152 | OA
Geierhos M. Webmonitoring. In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. Enzyklopädie der Wirtschaftsinformatik. 9th ed. Berlin, Germany: GITO-Verlag; 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1153 | OA
Geierhos M. Sentimentanalyse. In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. Enzyklopädie der Wirtschaftsinformatik. 9th ed. Berlin, Germany: GITO-Verlag; 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1154 | OA
Geierhos M. Text Mining. In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. Enzyklopädie der Wirtschaftsinformatik. 9th ed. Berlin, Germany: GITO-Verlag; 2016.
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2016 | Encyclopedia Article | LibreCat-ID: 1155 | OA
Geierhos M. Crawler (fokussiert / nicht fokussiert). In: Gronau N, Becker J, Sinz E, Suhl L, Leimeister JM, eds. Enzyklopädie der Wirtschaftsinformatik. 9th ed. Berlin, Germany: GITO-Verlag; 2016.
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2016 | Conference Paper | LibreCat-ID: 176 | OA
Dollmann M, Geierhos M. On- and Off-Topic Classification and Semantic Annotation of User-Generated Software Requirements. In: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP). Austin, TX, USA: Association for Computational Linguistics (ACL); 2016:1807-1816.
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2016 | Conference Paper | LibreCat-ID: 191
Geierhos M, Bäumer FS. How to Complete Customer Requirements: Using Concept Expansion for Requirement Refinement. In: Métais E, Meziane F, Saraee M, Sugumaran V, Vadera S, eds. Proceedings of the 21st International Conference on Applications of Natural Language to Information Systems (NLDB). Vol 9612. Lecture Notes in Computer Science. Cham, Switzerland: Springer; 2016:37-47. doi:10.1007/978-3-319-41754-7_4
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2016 | Conference Paper | LibreCat-ID: 158
Bäumer FS, Geierhos M. Running out of Words: How Similar User Stories Can Help to Elaborate Individual Natural Language Requirement Descriptions. In: Dregvaite G, Damasevicius R, eds. Proceedings of the 22nd International Conference on Information and Software Technologies (ICIST). Vol 639. Communications in Computer and Information Science. Cham, Switzerland: Springer; 2016:549-558. doi:10.1007/978-3-319-46254-7_44
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2015 | Book Chapter | LibreCat-ID: 293
Geierhos M, Bäumer FS, Schulze S, Stuß V. Filtering Reviews by Random Individual Error. In: Ali M, Kwon YS, Lee C-H, Kim J, Kim Y, eds. Proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2015). Vol 9101. Lecture Notes in Artificial Intelligence. Cham, Switzerland: Springer; 2015:305-315. doi:10.1007/978-3-319-19066-2_30
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2015 | Conference Paper | LibreCat-ID: 1141
Stuß V, Geierhos M. Identifikation kognitiver Effekte in Online-Bewertungen. In: DHd 2015: Book of Abstracts. Graz, Austria: ZIM-ACDH; 2015:239-243.
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2015 | Conference Paper | LibreCat-ID: 1142 | OA
Geierhos M, Bäumer FS. Erfahrungsberichte aus zweiter Hand: Erkenntnisse über die Autorschaft von Arztbewertungen in Online-Portalen. In: DHd 2015: Book of Abstracts. Graz, Austria: ZIM-ACDH; 2015:69-72.
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2015 | Journal Article | LibreCat-ID: 1143 | OA
Geierhos M, Schulze S. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen zur Generierung eines Patientenstimmungsbildes. ForschungsForum Paderborn. 2015;18:14-19.
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2015 | Conference Paper | LibreCat-ID: 1144
Stotz S, Stuß V, Reinert M, Schrott M. Interpersonal relations in biographical dictionaries. A case study. In: ter Braake S, Fokkens A, Sluijter R, Declerck T, Wandl-Vogt E, eds. Proceedings of the First Conference on Biographical Data in a Digital World 2015. Vol 1399. CEUR Workshop Proceedings. CEUR-WS.org; 2015:74-80.
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2015 | Conference Paper | LibreCat-ID: 1145
Geierhos M, Bäumer FS, Schulze S, Stuß V. “I grade what I get but write what I think.” Inconsistency Analysis in Patients’ Reviews. In: ECIS 2015 Completed Research Papers. New York, NY, USA: Elsevier; 2015. doi:10.18151/7217324
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2015 | Working Paper | LibreCat-ID: 1147
Geierhos M, Schulze S, Bäumer FS. Der zufriedene Patient 2.0: Analyse anonymer Arztbewertungen im Web 2.0. Vol 3. Düsseldorf, Germany: Verbraucherzentrale NRW/Kompetenzzentrum Verbraucherforschung NRW; 2015. doi:10.15501/kvfwp_3
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2015 | Conference Paper | LibreCat-ID: 1148
Bäumer FS, Dollmann M, Geierhos M. Find a Physician by Matching Medical Needs described in your Own Words. In: Shakshuki EM, ed. The 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015) / The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015) / Affiliated Workshops. Vol 63. Procedia Computer Science. Amsterdam, The Netherlands: Elsevier; 2015:417-424. doi:10.1016/j.procs.2015.08.362
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