This is the second volume of a text on the theory and practice of maximum penalized likelihood estimation. It is intended for graduate students in s- tistics, operationsresearch, andappliedmathematics, aswellasresearc...
详细信息
ISBN:
(数字)9780387689029
ISBN:
(纸本)9780387402673;9781461417125
This is the second volume of a text on the theory and practice of maximum penalized likelihood estimation. It is intended for graduate students in s- tistics, operationsresearch, andappliedmathematics, aswellasresearchers and practitioners in the ?eld. The present volume was supposed to have a short chapter on nonparametric regression but was intended to deal mainly with inverse problems. However, the chapter on nonparametric regression kept growing to the point where it is now the only topic covered. Perhaps there will be a Volume III. It might even deal with inverse problems. But for now we are happy to have ?nished Volume II. The emphasis in this volume is on smoothing splines of arbitrary order, but other estimators (kernels, local and global polynomials) pass review as well. We study smoothing splines and local polynomials in the context of reproducing kernel Hilbert spaces. The connection between smoothing splines and reproducing kernels is of course well-known. The new twist is thatlettingtheinnerproductdependonthesmoothingparameteropensup new possibilities: It leads to asymptotically equivalent reproducing kernel estimators (without quali?cations) and thence, via uniform error bounds for kernel estimators, to uniform error bounds for smoothing splines and, via strong approximations, to con?dence bands for the unknown regression function. ItcameassomewhatofasurprisethatreproducingkernelHilbert space ideas also proved useful in the study of local polynomial estimators.
The four-volume set LNCS 6492-6495 constitutes the thoroughly refereed post-proceedings of the 10th Asian conference on Computer Vision, ACCV 2009, held in Queenstown, New Zealand in November 2010.All together the fou...
详细信息
ISBN:
(数字)9783642193095
ISBN:
(纸本)9783642193088
The four-volume set LNCS 6492-6495 constitutes the thoroughly refereed post-proceedings of the 10th Asian conference on Computer Vision, ACCV 2009, held in Queenstown, New Zealand in November 2010.
All together the four volumes present 206 revised papers selected from a total of 739 Submissions. All current issues in computer vision are addressed ranging from algorithms that attempt to automatically understand the content of images, optical methods coupled with computational techniques that enhance and improve images,
and capturing and analyzing the world's geometry while preparing the higher level image and shape understanding. Novel geometry techniques, statistical learning methods, and modern algebraic procedures are dealt with as well.
Edited in collaboration with FoLLI, the Association of Logic, Language and Information, this book constitutes the refereed proceedings of the 24th International conference on Formal Grammar, FG 2019, held in Riga, Lat...
详细信息
ISBN:
(数字)9783662596487
ISBN:
(纸本)9783662596470
Edited in collaboration with FoLLI, the Association of Logic, Language and Information, this book constitutes the refereed proceedings of the 24th International conference on Formal Grammar, FG 2019, held in Riga, Latvia, in August 2019, in conjunction with the 31st European Summer School in Logic, Language and Information, ESSLI 2019.;The 7 full papers presented were carefully reviewed and selected from 11 submissions. They present new and original research on formal grammar, mathematical linguistics, and the application of formal and mathematical methods to the study of natural language and focus on topics such as formal and computational phonology, morphology, syntax, semantics, and pragmatics; model-theoretic and proof-theoretic methods in linguistics; logical aspects of linguistic structure; constraint-based and resource-sensitive approaches to grammar; learnability of formal grammar; integration of stochastic and symbolic models of grammar; foundational, methodological, and architectural issues in grammar and linguistics; and mathematical foundations of statistical approaches to linguistic analysis.
The six volume set LNCS 11361-11366 constitutes the proceedings of the 14;Asian conference on Computer Vision, ACCV 2018, held in Perth, Australia, in December 2018. The total of 274 contributions was carefully review...
详细信息
ISBN:
(数字)9783030208875
ISBN:
(纸本)9783030208868
The six volume set LNCS 11361-11366 constitutes the proceedings of the 14;Asian conference on Computer Vision, ACCV 2018, held in Perth, Australia, in December 2018. The total of 274 contributions was carefully reviewed and selected from 979 submissions during two rounds of reviewing and improvement. The papers focus on motion and tracking, segmentation and grouping, image-based modeling, dep learning, object recognition object recognition, object detection and categorization, vision and language, video analysis and event recognition, face and gesture analysis, statisticalmethods and learning, performance evaluation, medical image analysis, document analysis, optimization methods, RGBD and depth camera processing, robotic vision, applications of computer vision.
The four-volume set LNCS 6492-6495 constitutes the thoroughly refereed post-proceedings of the 10th Asian conference on Computer Vision, ACCV 2009, held in Queenstown, New Zealand in November 2010.All together the fou...
详细信息
ISBN:
(数字)9783642192821
ISBN:
(纸本)9783642192814
The four-volume set LNCS 6492-6495 constitutes the thoroughly refereed post-proceedings of the 10th Asian conference on Computer Vision, ACCV 2009, held in Queenstown, New Zealand in November 2010.
All together the four volumes present 206 revised papers selected from a total of 739 Submissions. All current issues in computer vision are addressed ranging from algorithms that attempt to automatically understand the content of images, optical methods coupled with computational techniques that enhance and improve images,
and capturing and analyzing the world's geometry while preparing the higher level image and shape understanding. Novel gemometry techniques, statistical learning methods, and modern algebraic procedures are dealt with as well.
methods of signal analysis represent a broad research topic with applications in many disciplines, including engineering, technology, biomedicine, seismography, eco nometrics, and many others based upon the proc...
详细信息
ISBN:
(数字)9781461217688
ISBN:
(纸本)9780817640422;9781461272731
methods of signal analysis represent a broad research topic with applications in many disciplines, including engineering, technology, biomedicine, seismography, eco nometrics, and many others based upon the processing of observed variables. Even though these applications are widely different, the mathematical background be hind them is similar and includes the use of the discrete Fourier transform and z-transform for signal analysis, and both linear and non-linear methods for signal identification, modelling, prediction, segmentation, and classification. These meth ods are in many cases closely related to optimization problems, statisticalmethods, and artificial neural networks. This book incorporates a collection of research papers based upon selected contri butions presented at the First European conference on Signal Analysis and Predic tion (ECSAP-97) in Prague, Czech Republic, held June 24-27, 1997 at the Strahov Monastery. Even though the conference was intended as a European conference, at first initiated by the European Association for Signal processing (EURASIP), it was very gratifying that it also drew significant support from other important scientific societies, including the lEE, Signal processing Society of IEEE, and the Acoustical Society of America. The organizing committee was pleased that the re sponse from the academic community to participate at this conference was very large; 128 summaries written by 242 authors from 36 countries were received. In addition, the conference qualified under the Continuing Professional Development Scheme to provide PD units for participants and contributors.
This conference proceedings contains 316 papers of which 5 appear as abstracts only. 166 papers are indexed separately. Topics covered include: hospital information systems;therapeutic radiology;medical decision makin...
详细信息
This conference proceedings contains 316 papers of which 5 appear as abstracts only. 166 papers are indexed separately. Topics covered include: hospital information systems;therapeutic radiology;medical decision making;statisticalmethods for diagnosis and prediction;occupational health;laboratory computer systems;image analysis;selective scheduling and medical records applications;office practice;computer applications in mental health;drug studies;electrocardiology network;data processing in cardiology;research data management, managerial and administrative applications;distributed systems;programmerless systems development;and trends in laboratory and pathology computing.
This conference proceedings contains 316 papers of which 5 appear as abstracts only. 166 papers are indexed separately. Topics covered include: hospital information systems; therapeutic radiology; medical decision mak...
详细信息
This conference proceedings contains 316 papers of which 5 appear as abstracts only. 166 papers are indexed separately. Topics covered include: hospital information systems; therapeutic radiology; medical decision making; statisticalmethods for diagnosis and prediction; occupational health; laboratory computer systems; image analysis; selective scheduling and medical records applications; office practice; computer applications in mental health; drug studies; electrocardiology network; data processing in cardiology; research data management, managerial and administrative applications; distributed systems; programmerless systems development; and trends in laboratory and pathology computing.
This volume contains the proceedings of the thirteenthbiennial International conference on Information processingin Medical Imaging (IPMI XIII), held on the campus ofNorthern Arizona University in Flagstaf...
详细信息
ISBN:
(数字)9783540477426
ISBN:
(纸本)9783540568001
This volume contains the proceedings of the thirteenth
biennial International conference on Information processing
in Medical Imaging (IPMI XIII), held on the campus of
Northern Arizona University in Flagstaff, Arizona, in June
1993. This conference was the latest in a series of meetings
where new developments in the acquisition, analysis and
utilization of medical images are presented, discussed,
dissected, and extended. Today IPMI is widely recognized as
a preeminent international forum for presentation of
cutting-edge research in medical imaging and imageanalysis.
The volume contains the text of the papers presented orally
atIPMI XIII. Over 100 manuscripts were submitted and
critically reviewed, of which 35 were selected for
presentation. In this volume they are arranged into nine
categories: shape description with deformable models,
abstractshape description, knowledge-based systems, neural
networks, novel imaging methods, tomographic reconstruction,
image sequences, statistical pattern recognition, and image
quality.
暂无评论