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Muscle Boys - Erick Alvarez - Bog - Taylor & Francis Inc - Plusbog.dk

Evolutionary Multi-Objective System Design - Theory and Applications - Bog - Hardback

Quick Service Restaurants, Franchising, and Multi-Unit Chain Management - H.g. Parsa - Bog - Taylor & Francis Inc - Plusbog.dk

Multi-Label Dimensionality Reduction - Jieping (arizona State University Ye - Bog - Taylor & Francis Inc - Plusbog.dk

Multi-Label Dimensionality Reduction - Jieping (arizona State University Ye - Bog - Taylor & Francis Inc - Plusbog.dk

Similar to other data mining and machine learning tasks, multi-label learning suffers from dimensionality. An effective way to mitigate this problem is through dimensionality reduction, which extracts a small number of features by removing irrelevant, redundant, and noisy information. The data mining and machine learning literature currently lacks a unified treatment of multi-label dimensionality reduction that incorporates both algorithmic developments and applications. Addressing this shortfall, Multi-Label Dimensionality Reduction covers the methodological developments, theoretical properties, computational aspects, and applications of many multi-label dimensionality reduction algorithms. It explores numerous research questions, including: - - How to fully exploit label correlations for effective dimensionality reduction - How to scale dimensionality reduction algorithms to large-scale problems - How to effectively combine dimensionality reduction with classification - How to derive sparse dimensionality reduction algorithms to enhance model interpretability - How to perform multi-label dimensionality reduction effectively in practical applications - The authors emphasize their extensive work on dimensionality reduction for multi-label learning. Using a case study of Drosophila gene expression pattern image annotation, they demonstrate how to apply multi-label dimensionality reduction algorithms to solve real-world problems. A supplementary website provides a MATLAB ® package for implementing popular dimensionality reduction algorithms.

DKK 993.00
3

Multi-Systemic Structural-Strategic Interventions for Child and Adolescent Behavior Problems - Patrick H Tolan - Bog - Taylor & Francis Inc -

Multi-Systemic Structural-Strategic Interventions for Child and Adolescent Behavior Problems - Patrick H Tolan - Bog - Taylor & Francis Inc -

Learn to tackle he very challenging behavior problems of children and adolescents that you commonly see in your family therapy practice. This practical book provides the practicing clinician with an overview of structural-strategic approaches for treating child and adolescent behavior problems. It is unique in specifying successful approaches for a range of behavior problems, with all approaches based on the same concept--the Structural-Strategic model of family therapy. Behavior problems are the most common reason for referral of children and adolescents for therapy. In addition, behavior problems are major impediments to educational progress and full benefit from medical care. Multi-Systemic Structural-Strategic Interventions for Child and Adolescent Behavior Problems focuses on the major types of behavior problems: antisocial and delinquent behavior, drug abuse, eating disorders, sex-related problems, school behavioral problems, and problems with compliance with pediatric medical care. Chapters by Editor Patrick H. Tolan and an impressive group of contributing authors will expand your knowledge and the utility of structural-strategic family therapy by emphasizing the role of responsibility and accountability of family members. This volume is the first to use this view to specifically address the treatment of a variety of behavior problems. Techniques for applying structural-strategic approaches in working with other systems, including schools, are also presented. Aimed at the practicing clinician, especially those who consider themselves primarily family therapists, Multi-Systemic Structural-Strategic Interventions for Child and Adolescent Behavior Problems is of interest to any professional treating children and adolescents. A useful text for trainers of interns and residents and faculty of independent family therapy training programs, this major book is also an important addition to specialized courses in family therapy, child therapy, and SS therapy, and graduate courses in social work, psychology, and nursing programs.

DKK 625.00
3

Multi-State Survival Models for Interval-Censored Data - Ardo Van Den Hout - Bog - Taylor & Francis Inc - Plusbog.dk

Multi-State Survival Models for Interval-Censored Data - Ardo Van Den Hout - Bog - Taylor & Francis Inc - Plusbog.dk

Multi-State Survival Models for Interval-Censored Data introduces methods to describe stochastic processes that consist of transitions between states over time. It is targeted at researchers in medical statistics, epidemiology, demography, and social statistics. One of the applications in the book is a three-state process for dementia and survival in the older population. This process is described by an illness-death model with a dementia-free state, a dementia state, and a dead state. Statistical modelling of a multi-state process can investigate potential associations between the risk of moving to the next state and variables such as age, gender, or education. A model can also be used to predict the multi-state process. The methods are for longitudinal data subject to interval censoring. Depending on the definition of a state, it is possible that the time of the transition into a state is not observed exactly. However, when longitudinal data are available the transition time may be known to lie in the time interval defined by two successive observations. Such an interval-censored observation scheme can be taken into account in the statistical inference. Multi-state modelling is an elegant combination of statistical inference and the theory of stochastic processes. Multi-State Survival Models for Interval-Censored Data shows that the statistical modelling is versatile and allows for a wide range of applications.

DKK 920.00
3