Mining Functional and Structural Relationships of Context Variables in Smart-Buildings:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Passau
Universität Passau
2018
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| Schlagworte: | |
| Online-Zugang: | https://nbn-resolving.org/urn:nbn:de:bvb:739-opus4-5737 kostenfrei Inhaltsverzeichnis |
| Beschreibung: | Online-Ressource (viii, 99 Seiten) Illustrationen, Diagramme |
| Format: | Langzeitarchivierung gewährleistet, LZA |
Internformat
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| 245 | 1 | 0 | |a Mining Functional and Structural Relationships of Context Variables in Smart-Buildings |c Luis Ignacio Lopera Gonzalez ; Supervisor: Oliver Amft |
| 264 | 1 | |a Passau |b Universität Passau |c 2018 | |
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| 338 | |b nc |2 rdacarrier | ||
| 502 | |b Dissertation |c Passau, Universität Passau |d 2018 | ||
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| 653 | |a Rule Mining | ||
| 653 | |a Functional relationships | ||
| 653 | |a Structural relationships | ||
| 653 | |a Smart buildings | ||
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Datensatz im Suchindex
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| adam_text |
Contents
1 Introduction 1
1.1 The Internet of Things and Building Management Systems . 1
1.2 Related approaches to variable relation discovery. 2
1.3 Thesis goals. 4
1.4 Thesis outline and related publications. 5
1.5 Additional publications . . 5
2 Semantic Compiler 7
2.1 Introduction. 7
2.2 An Ontology for Smart-buildings. 8
2.3 Ontology extension for the compiler: The Templates Class. 11
2.4 Building Ontology Compiler. . 12
2.5 Evaluation scenarios. . . 12
2.6 BOC’s performance. 14
2.7 Future directions. 16
3 Mining for building’s devices’ groups — WTC 17
3.1 Introduction . 17
3.2 Related Work. 18
3.3 Approach Overview . . 19
3.4 Variable grouping framework. 19
3.5 Evaluation Methodology. 21
3.6 Results.24
3.7 Example Applications.26
3.8 Discussion.27
3.9 Conclusions . 27
4 Hierarchical group mining —HTC 29
4.1 Introduction.29
4.2 Related work. 30
4.3 Group Mining Framework.31
4.4 Hierarchical tree clustering (HTC).33
4.5 Evaluation ftiethodology.35
4.6 Results.37
4.7 Discussion.38
4.8 Conclusions.40
5 Using a thermopile sensor for recognition of energy-related activities 41
5.1 Introduction.41
5.2 Related Work.42
5.3 Approach. 42
5.4 Study Methodology and Implementation Details .44
5.5 Results.46
5.6 Discussion and Conclusion.47
5.7 Acknowledgments.47
vii
CONTENTS
6 Mining of spatial sensors’ relative location
6.1 Introduction . .
6.2 Related work.
6.3 Sorting approach.
6.4 Implementation . .
6.5 Real-life evaluation . .
6.6 Results . . .
6.7 Conclusion and further work . .
6.8 Acknowledgements . .
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62
7 BRE
7.1 Introduction .
7.2 Related work .
7.3 Algorithm. .
7.4 Evaluation Methodology . .
7.5 Results .
7.6 Conclusion and further work
7.7 Appendix.
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8 Conclusions 85
8.1 Functional and structural variable relationships . 85
8.2 Relative position. 86
8.3 Bayesian rule extraction. 86
8.4 Future directions . . 87
Symbols and Acronyms
Symbols . . . . . . . .
Acronyms .
89
89
92
Bibliography
93 |
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| spelling | Lopera Gonzalez, Luis Ignacio Verfasser aut Mining Functional and Structural Relationships of Context Variables in Smart-Buildings Luis Ignacio Lopera Gonzalez ; Supervisor: Oliver Amft Passau Universität Passau 2018 Online-Ressource (viii, 99 Seiten) Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Dissertation Passau, Universität Passau 2018 Langzeitarchivierung gewährleistet, LZA Internet der Dinge (DE-588)7713781-4 gnd rswk-swf Gebäudeleittechnik (DE-588)4204356-6 gnd rswk-swf Internet of Things Rule Mining Functional relationships Structural relationships Smart buildings (DE-588)4113937-9 Hochschulschrift gnd-content Internet der Dinge (DE-588)7713781-4 s Gebäudeleittechnik (DE-588)4204356-6 s DE-604 Amft, Oliver dgs Erscheint auch als Online-Ausgabe Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:739-opus4-5737 https://nbn-resolving.org/urn:nbn:de:bvb:739-opus4-5737 Resolving-System https://opus4.kobv.de/opus4-uni-passau/frontdoor/index/index/docId/573 Verlag kostenfrei Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030615854&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Lopera Gonzalez, Luis Ignacio Mining Functional and Structural Relationships of Context Variables in Smart-Buildings Internet der Dinge (DE-588)7713781-4 gnd Gebäudeleittechnik (DE-588)4204356-6 gnd |
| subject_GND | (DE-588)7713781-4 (DE-588)4204356-6 (DE-588)4113937-9 |
| title | Mining Functional and Structural Relationships of Context Variables in Smart-Buildings |
| title_auth | Mining Functional and Structural Relationships of Context Variables in Smart-Buildings |
| title_exact_search | Mining Functional and Structural Relationships of Context Variables in Smart-Buildings |
| title_full | Mining Functional and Structural Relationships of Context Variables in Smart-Buildings Luis Ignacio Lopera Gonzalez ; Supervisor: Oliver Amft |
| title_fullStr | Mining Functional and Structural Relationships of Context Variables in Smart-Buildings Luis Ignacio Lopera Gonzalez ; Supervisor: Oliver Amft |
| title_full_unstemmed | Mining Functional and Structural Relationships of Context Variables in Smart-Buildings Luis Ignacio Lopera Gonzalez ; Supervisor: Oliver Amft |
| title_short | Mining Functional and Structural Relationships of Context Variables in Smart-Buildings |
| title_sort | mining functional and structural relationships of context variables in smart buildings |
| topic | Internet der Dinge (DE-588)7713781-4 gnd Gebäudeleittechnik (DE-588)4204356-6 gnd |
| topic_facet | Internet der Dinge Gebäudeleittechnik Hochschulschrift |
| url | https://nbn-resolving.org/urn:nbn:de:bvb:739-opus4-5737 https://opus4.kobv.de/opus4-uni-passau/frontdoor/index/index/docId/573 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030615854&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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