On the Surprising Behavior of Distance Metrics in High Dimensional Space, Database Theory -ICDT, pp.420-434, 2001. ,
Linking Data According to Their Degree of Representativeness (DoR), EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, vol.2, issue.4, p.2, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-02079648
, UCI Machine Learning Repository, 2017.
A few useful things to know about machine learning, Commun. ACM, vol.55, pp.78-87, 2012. ,
High-dimensional data analysis: The curses and blessings of dimensionality, AMS Math Challenges Lecture, vol.1, p.32, 2000. ,
Visual instance-based recommendation system for medical data mining, KES, pp.1747-1754, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-02079646
A comprehensive empirical comparison of hubness reduction in high-dimensional spaces, Knowledge and Information Systems, pp.1-30, 2018. ,
Rapid Decision Making on the Fire Ground: The Original Study Plus a Postscript, Journal of Cognitive Engineering and Decision Making, vol.4, pp.186-209, 2010. ,
, The mythos of model interpretability, 2016.
Decoding the Brain's Algorithm for Categorization from Its Neural Implementation, Current Biology, vol.23, pp.2023-2027, 2013. ,
Context theory of classification learning, Psychological Review, vol.85, pp.207-238, 1978. ,
Attention, similarity, and the identification-categorization relationship, Journal of Experimental Psychology: General, vol.115, pp.39-57, 1986. ,
A novel machine learning model for estimation of sale prices of real estate units, Journal of Construction Engineering and Management, vol.142, 2015. ,
Communities and crime data set, UCI Machine Learning Repository, 2009. ,
Natural categories, Cognitive psychology, vol.4, pp.328-350, 1973. ,
Comparing Exemplar-and Rule-Based Theories of Categorization, Current Directions in Psychological Science, vol.15, issue.1, pp.9-13, 2006. ,
Nearest Neighbor Voting in HighDimensional Data: Learning from Past Occurrences, International Conference on Data Mining Workshops, pp.1215-1218, 2011. ,
The Role of Hubness in Clustering High-Dimensional Data, IEEE Transactions on Knowledge and Data Engineering, vol.26, pp.739-751, 2014. ,
, Pairwise Exemplar Clustering. AAAI, 2012.