000			01477 a2200241 4500
003			ISI Library, Kolkata
005			20240910110258.0
008			211221b ||||| |||| 00| 0 eng d
020			_a9781108493703
040			_aISI Library _bEnglish
082	0	4	_223 _a612.80727 _bB586
100	1		_aBielza, Concha _eauthor
245	1	0	_aData-driven computational neuroscience: _bmachine learning and statistical models/ _cConcha Bielza and Pedro Larranaga
260			_aUnited Kingdom: _bCUP, _c2021
300			_axviii, 689 pages _bdiagrams, illustrations _c26 cm.
504			_aIncludes bibliographical references and index
505	0		_aPart I Introduction -- 1. Computational Neuroscience -- Part II Statistics -- 2. Exploratory data analysis -- 3. Probability theory and random variables -- Part III Supervised classification -- 5. Performance evaluation -- 6.Feature subset selection -- 7. Non- probabilistic classifiers -- 8. Probabilistic classifiers -- 9. Metaclassifiers -- 10. Multidimensional classifiers -- Part IV Unsupervised classification -- 11. Non-probabilistic clustering -- 12. Probabilistic clustering -- Part V Probabilistic graphical models -- 13. Bayesian networks -- 14. Markov networks -- Part VI Spatial Statistics -- 15. Spatial statistics
650		4	_aComputational Neuroscience
650		4	_aNeuroscience- Computational Models
650		4	_aNeuroscience- Statistical Methods
700	1		_aLarranaga, Pedro _eauthor
942			_2ddc _cBK
999			_c428299 _d428299