This paper presents an application of design of experiments techniques to determine the optimized parameters of artificial neural network (ANN), which are used to estimate force from Electromyogram (sEMG) signals. The accuracy of ANN model is highly dependent on the network parameters settings. There are plenty of algorithms that are used to obtain the optimal ANN setting. However, to the best ...

Recent years, artificial intelligence technology has been a revolutionary tool in health care system, an increase application of the noted significantly Orthodontics as well. AI is outstanding to help orthodontists it can be utilized from beginning diagnose till planning treatment. Along with speeding up diagnosis and treatment processes, automation cut labour expenses zero. A well-trained mode...

The ALPS (Adaptive Learning and Planning System) project is a three-year effort to design and prototype a next-generation adaptive planning architecture as part of the ARPA / Rome Laboratory Planning Initiative (ARPI). ALPS is being used.within the Planning Initiative to perform large-scale military transportation scheduling, taking a Time-Phased Force Deployment Data (TPFDD) file with thousand...

There are many approaches for solving planning problems. Many of these approaches are based on ‘brute force’ search methods and they usually do not care about structures of plans previously computed in particular planning domains. By analyzing these structures, we can obtain useful knowledge that can help us find solutions to more complex planning problems. The method described in this paper is...

Realistic and complex planning situations require a mixed-initiative planning framework in which human and automated planners interact to mutually construct a desired plan. Ideally, this joint cooperation has the potential of achieving better plans than either the human or the machine can create alone. Human planners often take a case-based approach to planning, relying on their past experience...

the biological mechanisms of tooth movement are based on the response of periodontal tissues to mechanical forces. the final result of these responses is remodeling of the extracellular matrix. tissue reactions may vary depending upon the type, magnitude and duration of the applied forces. the purpose of the present study was to analyze the effects of centrifugal force on the transcription of c...

The mouths of some bony and cartilaginous fishes are located in the anterior part of theirbodies, with a slight variation in sharks, which have theirs located in the abdominal part. Thisvariation is evolutionary over time. The force exerted by the jaws of sharks in order todismember their prey can be examined from two origins: .The determined force exerted by teethand muscles and the force as a...

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Realistic and complex planning situations require a mixed-initiative planning framework in which human and automated planners interact to mutually construct a desired plan. Ideally, this joint cooperation has the potential of achieving better plans than either the human or the machine can create alone. Human planners often take a case-based approach to planning, relying on their past experience...

The purpose of this discussion is to relate the previously developed matrix analysis of electromagnetic scattering explicitly to the experimentally measurable bistatic polarization matrix. In addition, in order to perform the numerical computations more conveniently, a new matrix analysis is described, in which the constraints of reciprocity and energy conservation are employed in the course of...