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The data set is a time series of a hamster s heartbeat intervals (the R-R intervals between R wave peaks of the QRS complexes on the electrocardiogram, ECG) in the process of evolving and awaking from an arti cial hypometabolic state. The time series presegmented by expert biologists and projection of the data set after the preprocessing stage to the rst two principal components are shown in Figure 13.2. The comparison of the clustering-based segmentation of this time series using the proposed robust clustering algorithm to the other conventional recursive clustering methods based on different objective functions is presented in this section. We compare it to the well-known Bezdek s fuzzy c-means [2] and Gustafson-Kessel [19] clustering algorithms. Clustering is performed in a single pass over the data set. For better results, the data set is randomly shuf ed. There are only three features computed at the preprocessing stage: s k , s2 k , and r k; 2 with a 0:095238 (20 samples window). This subset of features was selected experimentally as the minimum subset of (13.1) (13.3) that provided meaningful and stable results. The number of prototypes m 5 was chosen experimentally. Smaller numbers of clusters (m < 5) led to unstable results, heavily dependent on the initialization. For m > 5, some of the generated clusters became indistinguishable. Thus, we assumed that there are ve different clusters connected with the changing of the animal s functional condition.

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To do that, sport psychology must expand the research base on gender and cultural diversity and develop multicultural competencies for professional practice Diversity in Sport Psychology Despite the diversity and need for cultural competence in the sport world, sport psychology has not adopted multicultural perspectives Sport and exercise psychology research does not address diversity issues, professional practice focuses on elite sport, educational programs do not incorporate multicultural competencies, and we have not advanced sport psychology in the public interest Duda and Allison (1990) identified the lack of research on race/ethnicity, reporting that only 1 of 13 published theoretical papers and 7 of 186 empirical papers ( less than 4%) considered race/ethnicity, and most of those were sample descriptions.

In 1990 while at MIT, Rodney Brooks and iRobot created the Genghis Robot, an insect-like robot with six legs and compound eyes. It was a research platform that bucked the trend in artificial intelligence at the time by using Brook s subsumption architecture. Genghis was designed from an evolutionary perspective instead of the normal high-level cognition perspective of traditional AI. It looked and acted like an insect. This behavior-based robotics architecture would inform the design of all future iRobot robots. From Genghis, iRobot developed a few other research robots but quickly moved into developing robots for real-world use. iRobot has had great success with their PackBot, a series of ruggedized telepresence (able to withstand harsh outdoor environments and remotely controlled) and autonomous robots for the military and law enforcement. Instead of sending soldiers or a SWAT team into a dangerous area, the PackBot can be pulled from a backpack and thrown into the area. With its onboard video and audio sensors, the area can be inspected without risking a life. The PackBot can withstand 400+ gs of force. This makes it much

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Ram, Starek, and Johnson (2004) updated the report by reviewing articles in sport psychology research journals between 1987 and 2000 for both race/ethnicity and sexual orientation content and confirmed the persistent void in the scholarly literature Ram et al found that 20% of the articles made reference to race/ethnicity and 12% to sexual orientation More important, those few articles provided little analysis and few insights but, as with the earlier literature, were descriptive Ram et al concluded that there is no systematic attempt to include the experiences of marginalized groups Sport psychology has no conceptual models, no empirical research, and no scholarship on cultural diversity in sport Cindra Kamphoff and colleagues (Kamphoff, Araki, & Gill, 2004) surveyed the Association for the Advancement.

Although Kohut regarded grandiosity as the core disavowed experience, Goldberg reformulated the source of the vertical split as a walled-off affect state typically resembling muted or subclinical depression. Often associated with the emotional unavailability of the caregiver, such disavowed affects are short-circuited and thus blocked by a parent s interest in preventing such affects from being fully experienced. Despite disdain and even moral repugnance for their acts, patients with a vertical split continue their misbehavior. Because the goals of the vertical split are sustaining self-cohesion or soothing self states that cannot otherwise be recognized or tolerated, a vertical split can be clinically differentiated from

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(2.46) Observe that Equation 2.46 constitutes a set of 2N 1 linear equations. Solving these equations simultaneously leads to the optimum equalizer coefficients corresponding to the MSE criterion. The achievable minimum MSE (MMSE) can also be derived in terms of the equalizer coefficients and theCIR, which was given by Proakis [87] as:

hex[i] <= 9 ) { - 0 ) * (i 1:16); A && hex[0] <= F ) { - A + 10) * (i 1:16); - a + 10) * (i 1:16);