자연주의적 탐구조사(Naturalistic Inquiry)

Probability Distributions.- Linear Models for Regression.- Linear Models for Classification.- Neural Networks.- Kernel Methods.- Sparse Kernel Machines.- Graphical Models.- Mixture Models and EM.- Approximate Inference.- Sampling Methods.- Continuous Latent Variables.- Sequential Data.- Combining Models.

Pattern Recognition and Machine Learning

1. Introduction and Overview. 2. Detecting Influential Observations and Outliers. 3. Detecting and Assessing Collinearity. 4. Applications and Remedies. 5. Research Issues and Directions for Extensions. Bibliography. Author Index. Subject Index.

Regression Diagnostics: Identifying Influential Data and Sources of Collinearity

Social Network Analysis

What makes organizations so similar? We contend that the engine of rationalization and bureaucratization has moved from the competitive marketplace to the state and the professions. Once a set of organizations emerges as a field, a paradox arises: rational actors make their organizations increasingly similar as they try to change them. We describe three isomorphic processes-coercive, mimetic, and normative—leading to this outcome. We then specify hypotheses about the impact of resource centralization and dependency, goal ambiguity and technical uncertainty, and professionalization and structuration on isomorphic change. Finally, we suggest implications for theories of organizations and social change.

The iron cage revisited: Institutional isomorphism and collective rationality in organizational fields (Chinese Translation)

Does the format of design information affect hazard recognition performance in construction hazard prevention through design reviews

Each year construction is responsible for more fatal injuries than any other single service industry. Within this industry, the highway sector is particularly dangerous. Despite the fact that highway workzone safety has received signficant attention from research community, injury rates continue to increase due increasing nighttime work under traffic. This manuscript describes a study of the attributes and potential impacts of the Mobile Barriers trailer (MBT-1), a an innovative safety barrier technology designed for use in highway workzones. The study focuses particular attention on the benefits and limitations of the lighting schemes associated with the MBT-1. The authors conclude that there are some signficant advantages to the MBT-1’s lighting schemes, programmable message board, crash-tested barrier, and mobility.

Mobile Bar rier Trailer: A Critical Analysis of an Emerging Workzone Protection System

Despite the development and implementation of intensive health and safety training programs, the construction industry still remains one of the most dangerous industries. To remain safe, wo...

Matthew R. Hallowell

Papers

Does the format of design information affect hazard recognition performance in construction hazard prevention through design reviews

Mobile Bar rier Trailer: A Critical Analysis of an Emerging Workzone Protection System

Modeling the Relationship between Personal Risk Tolerance, Work-Related Risk Tolerance, and Risk-Taking Behavior of Construction Workers

Measuring Occupational Fatigue: A Comprehensive Review and Comparison of Subjective and Objective Methods

Proposing and Validating a New Way of Construction Hazard Recognition Training in Academia: Mixed-Method Approach