Y. Agarwal, B. Balaji, R. Gupta, J. Lyles, M. Wei et al., Occupancydriven energy management for smart building automation, Proceedings of the 2nd ACM workshop on embedded sensing systems for energy-efficiency in building, pp.1-6, 2010.

C. C. Aggarwal, Managing and mining sensor data, 2013.

J. Allan, R. Papka, and V. Lavrenko, On-line new event detection and tracking, Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval, pp.37-45, 1998.

M. Bahrepour, N. Meratnia, and P. J. Havinga, Sensor fusion-based event detection in wireless sensor networks, Mobile and Ubiquitous Systems: Networking & Services, MobiQuitous, 2009. MobiQuitous' 09. 6th Annual International, pp.1-8, 2009.

P. Berkhin, A survey of clustering data mining techniques. In: Grouping multidimensional data, pp.25-71, 2006.

A. Buckman, M. Mayfield, and S. Beck, What is a smart building? Smart and Sustainable, Built Environment, vol.3, issue.2, pp.92-109, 2014.

P. Burmeister, Formal concept analysis with ConImp: Introduction to the basic features, Fachbereich Mathematik, 2003.

L. Cao, Image annotation within the context of personal photo collections using hierarchical event and scene models, IEEE Transactions on Multimedia, vol.11, issue.2, pp.208-219, 2009.

L. Chen and A. Roy, Event detection from flickr data through wavelet-based spatial analysis, Conf. on Information and Knowl. Manag, pp.523-532, 2009.

V. Choi, Faster algorithms for constructing a concept (galois) lattice. Clustering Challenges in Biological Networks p, p.169, 2006.

C. Y. Chong and S. P. Kumar, Sensor networks: evolution, opportunities, and challenges, Proceedings of the IEEE, vol.91, issue.8, pp.1247-1256, 2003.

M. Compton, P. Barnaghi, L. Bermudez, R. García-castro, O. Corcho et al., The ssn ontology of the w3c semantic sensor network incubator group. Web semantics: science, services and agents on the World Wide Web, vol.17, pp.25-32, 2012.

M. Cooper, Temporal event clustering for digital photo collections, ACM Transac. on Multimedia Computing, Communic., and App, vol.1, issue.3, pp.269-288, 2005.

J. Cui, Easyalbum: an interactive photo annotation system based on face clustering and re-ranking. In: Conf. on Human factors in computing systems, pp.367-376, 2007.

D. M. Doolin and N. Sitar, Wireless sensors for wildfire monitoring, Smart Structures and Materials 2005: Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems, vol.5765, pp.477-485, 2005.

B. Ganter and R. Wille, Formal concept analysis: mathematical foundations, 2012.

M. Hanlon and R. Anderson, Real-time gait event detection using wearable sensors, Gait & posture, vol.30, issue.4, pp.523-527, 2009.

J. H. Holland, Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence, 1975.

A. K. Jain, Data clustering: 50 years beyond k-means, Pattern recognition letters, vol.31, issue.8, pp.651-666, 2010.

J. M. Jasiewicz, J. H. Allum, J. W. Middleton, A. Barriskill, P. Condie et al., Gait event detection using linear accelerometers or angular velocity transducers in able-bodied and spinal-cord injured individuals, Gait & posture, vol.24, issue.4, pp.502-509, 2006.

K. Koperski, J. Adhikary, and J. Han, Spatial data mining: progress and challenges survey paper, ACM SIGMOD Workshop on Research Issues on Data Mining and Knowledge Discovery, pp.1-10, 1996.

T. Labeodan, C. De-bakker, A. Rosemann, and W. Zeiler, On the application of wireless sensors and actuators network in existing buildings for occupancy detection and occupancy-driven lighting control, Energy and Buildings, vol.127, pp.75-83, 2016.

J. Lee, B. Bagheri, and H. A. Kao, A cyber-physical systems architecture for industry 4.0-based manufacturing systems, Manufacturing Letters, vol.3, pp.18-23, 2015.

C. Leonardi, A. Cappellotto, M. Caraviello, B. Lepri, and F. Antonelli, Secondnose: an air quality mobile crowdsensing system, Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, Fast, Foundational, pp.1051-1054, 2014.

S. Li, S. H. Son, and J. A. Stankovic, Event detection services using data service middleware in distributed sensor networks, Information Processing in Sensor Networks, pp.502-517, 2003.

T. Mei, Probabilistic multimodality fusion for event based home photo clustering, Internat. Conf. on Multimedia and Expo, pp.1757-1760, 2006.

A. Oeldorf-hirsch and S. S. Sundar, Social and technological motivations for online photo sharing, Journal of Broadcasting & Electronic Media, vol.60, issue.4, pp.624-642, 2016.

S. Papadopoulos, Cluster-based landmark and event detection for tagged photo collections, IEEE MultiMedia, vol.18, issue.1, pp.52-63, 2011.

S. C. Park, M. K. Park, and M. G. Kang, Super-resolution image reconstruction: a technical overview, IEEE signal processing magazine, vol.20, issue.3, pp.21-36, 2003.

U. Priss, Formal concept analysis in information science, Arist, vol.40, issue.1, pp.521-543, 2006.

T. Quack, B. Leibe, and L. Van-gool, World-scale mining of objects and events from community photo collections, Internat. Conf. on Content-based image and video retrieval, pp.47-56, 2008.

E. J. Raad and R. Chbeir, Foto2events: From photos to event discovery and linking in online social networks, Internat. Conf. on Big Data and Cloud Computing, pp.508-515, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01082846

S. U. Rehman, Dbscan: Past, present and future, Internat. Conf. on Applications of Digital Information and Web Technologies, pp.232-238, 2014.

T. Reuter, Reseed: social event detection dataset, Conf. on Multimedia Systems, pp.35-40, 2014.

T. Sakaki, M. Okazaki, and Y. Matsuo, Earthquake shakes twitter users: real-time event detection by social sensors, Proc. of Internat. Conf. on WWW, pp.851-860, 2010.

H. Sayyadi, Event detection and tracking in social streams, 2009.

S. Sheba, B. Ramadoss, and S. Balasundaram, Event detection refinement using external tags for flickr collections, Intelligent Computing, Networking, and Informatics, pp.369-375, 2014.

P. N. Tan, Introduction to data mining, 2006.

D. Van-der-merwe, S. Obiedkov, and D. Kourie, Addintent: A new incremental algorithm for constructing concept lattices, International Conference on Formal Concept Analysis, pp.372-385, 2004.

W. A. Wahyudi and M. Syazilawati, Intelligent voice-based door access control system using adaptive-network-based fuzzy inference systems (anfis) for building security, Journal of Computer Science, vol.3, issue.5, pp.274-280, 2007.

J. Welch, F. Guilak, and S. D. Baker, A wireless ecg smart sensor for broad application in life threatening event detection, IEMBS'04. 26th Annual International Conference of the IEEE, vol.2, pp.3447-3449, 2004.

R. Wille, Restructuring lattice theory: an approach based on hierarchies of concepts, Ordered sets, pp.445-470, 1982.

J. K. Wong, H. Li, and S. Wang, Intelligent building research: a review, Automation in construction, vol.14, issue.1, pp.143-159, 2005.

Y. H. Wu, H. J. Miller, and M. C. Hung, A gis-based decision support system for analysis of route choice in congested urban road networks, Journal of Geographical Systems, vol.3, issue.1, pp.3-24, 2001.

L. Yu, N. Wang, and X. Meng, Real-time forest fire detection with wireless sensor networks, Wireless Communications, Networking and Mobile Computing, vol.2, pp.1214-1217, 2005.

S. Zampolli, I. Elmi, F. Ahmed, M. Passini, G. Cardinali et al., An electronic nose based on solid state sensor arrays for low-cost indoor air quality monitoring applications, Sensors and Actuators B: Chemical, vol.101, issue.1-2, pp.39-46, 2004.