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Michael M. Tsao. Trend Analysis and Fault Prediction. PhD thesis, Department of Electrical and Computer Engineering, Carnegie Mellon University, 1983.

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Anomaly Detection in Embedded Systems - Maxion, Tan (2001)   (1 citation)  (Correct)

....example is an increasing error rate reported by software sensors, and observed in system event logs; disk surface failures can be indicated this way [5] 6] In the Ethernet example, measures 1 of packet traffic served as a sensor. In system event logs, many different measures are available [7]. As noted in [4] there can be many sensors measuring the state of a network, system or process. These sensors can be hardware or software, although recent trends have been mainly toward software sensors [8] The data produced by such sensors are referred to as sensor data or a sensor data ....

Michael F. Buckley, Computer Event Monitoring and Analysis, Ph.D. thesis, Carnegie Mellon University, Department of Electrical and Computer Engineering, Pittsburgh, PA, May 1992.


Robust Reinforcement Learning Control - Kretchmar, Young, Anderson..   Self-citation (Anderson Control)   (Correct)

....tanh( j ) j ; if j 6= 0; 1; if j = 0; diagf j g; a = V : 6) The function, computes the output of the hidden unit divided by the input of the hidden unit; this is the gain of the hyperbolic tangent hidden unit. Note that tanh is a sector bounded function (belonging to the sector [0,1]) as illustrated in Figure 3. a. tanh in [0,1] b. improved sector Figure 3: Sector bounds on tanh Equation 6 o ers two critical insights. First, we have not changed the functionality of the neural network by restating the computation in this equation form; this is still the applied version of ....

....= diagf j g; a = V : 6) The function, computes the output of the hidden unit divided by the input of the hidden unit; this is the gain of the hyperbolic tangent hidden unit. Note that tanh is a sector bounded function (belonging to the sector [0,1] as illustrated in Figure 3. a. tanh in [0,1] b. improved sector Figure 3: Sector bounds on tanh Equation 6 o ers two critical insights. First, we have not changed the functionality of the neural network by restating the computation in this equation form; this is still the applied version of the neuro controller. Second, Equation 6 cleanly ....

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Michael L. Anderson. Mimo robust control for heating, ventilation and air conditioning (HVAC) systems. Master's thesis, Department of Electrical and Computer Engineering, Colorado State University, 2001.


An Architecture for the - Notification Storage And   (Correct)

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Michael M. Tsao. Trend Analysis and Fault Prediction. PhD thesis, Department of Electrical and Computer Engineering, Carnegie Mellon University, 1983.

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