000			03073nam a22005175i 4500
001			978-3-319-24792-2
003			DE-He213
005			20200420221250.0
007			cr nn 008mamaa
008			151022s2015 gw | s |||| 0|eng d
020			_a9783319247922 _9978-3-319-24792-2
024	7		_a10.1007/978-3-319-24792-2 _2doi
050		4	_aQA76.575
072		7	_aUG _2bicssc
072		7	_aCOM034000 _2bisacsh
082	0	4	_a006.7 _223
100	1		_aMenkovski, Vlado. _eauthor.
245	1	0	_aComputational Inference and Control of Quality in Multimedia Services _h[electronic resource] / _cby Vlado Menkovski.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015.
300			_aXIII, 135 p. 63 illus., 46 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aSpringer Theses, Recognizing Outstanding Ph.D. Research, _x2190-5053
505	0		_aSupervisor's Foreword -- Preface -- Introduction -- Objective QoE Models -- Subjective QoE Models -- QoE Management Framework -- QoE Active Control -- Conclusions.
520			_aThis thesis focuses on the problem of optimizing the quality of network multimedia services. This problem spans multiple domains, from subjective perception of multimedia quality to computer networks management. The work done in this thesis approaches the problem at different levels, developing methods for modeling the subjective perception of quality based on objectively measurable parameters of the multimedia coding process as well as the transport over computer networks. The modeling of subjective perception is motivated by work done in psychophysics, while using Machine Learning techniques to map network conditions to the human perception of video services. Furthermore, the work develops models for efficient control of multimedia systems operating in dynamic networked environments with the goal of delivering optimized Quality of Experience. Overall this thesis delivers a set of methods for monitoring and optimizing the quality of multimedia services that adapt to the dynamic environment of computer networks in which they operate.
650		0	_aComputer science.
650		0	_aData mining.
650		0	_aMultimedia information systems.
650		0	_aManagement information systems.
650		0	_aElectrical engineering.
650	1	4	_aComputer Science.
650	2	4	_aMultimedia Information Systems.
650	2	4	_aCommunications Engineering, Networks.
650	2	4	_aData Mining and Knowledge Discovery.
650	2	4	_aManagement of Computing and Information Systems.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319247908
830		0	_aSpringer Theses, Recognizing Outstanding Ph.D. Research, _x2190-5053
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-24792-2
912			_aZDB-2-SCS
942			_cEBK
999			_c52520 _d52520