An Approach to knowledge representation with neural networks using an extended backpropagation learning paradigm

A simulation study of ad hoc networking of UAVs with opportunistic resource utilization networks Lilien, Leszek T.; BEN OTHMANE, Lotfi; Angın, Pelin; DECARLO, Andrew; Salih, Raed M.; BHARGAVA, Bharat (Elsevier BV, 2014-02-01) Specialized ad hoc networks of unmanned aerial vehicles (UAVs) have been playing increasingly important roles in applications for homeland defense and security. Common resource virtualization techniques are mainly designed for stable networks; they fall short in providing optimal performance in more dynamic networks such as mobile ad hoc networks (MANETs)-due to their highly dynamic and unstable nature. We propose application of Opportunistic Resource Utilization Networks (Oppnets), a novel type of MANETs, ...
A faster intrusion detection method for high-speed computer networks Tarım, Mehmet Cem; Schmidt, Şenan Ece; Department of Electrical and Electronics Engineering (2011) The malicious intrusions to computer systems result in the loss of money, time and hidden information which require deployment of intrusion detection systems. Existing intrusion detection methods analyze packet payload to search for certain strings and to match them with a rule database which takes a long time in large size packets. Because of buffer limits, packets may be dropped or the system may stop working due to high CPU load. In this thesis, we investigate signature based intrusion detection with sig...
A novel approach for synthesising sinus waveforms at power level Şedele, Serkan Paki; Ertan, Hulusi Bülent; Department of Electrical and Electronics Engineering (2004) In variable speed motor drive and uninterruptible power supply (UPS) applications, taditional method is to employ some kind of a modulation technique at a high frequency typically 6 kHz to 20 kHz range. In these modulation techniques, the switches are hard switched. The result is application of a series of pulses to the load, and if the load is inductive, sine wave current flows into the load. Hard and rapid switching causes a voltage waveform with a very high dv/dt (rate of change in voltage) causing high ...
An assessment and analysis tool for statistical process control of software process Kırbaş, Serkan; Doğru, Ali Hikmet; Department of Computer Engineering (2007) Statistical process control (SPC) which includes very powerful techniques used in other mature engineering disciplines for providing process control is not used by many software organizations. In software engineering domain, SPC is currently utilized only by organizations which have high maturity levels according to the process improvement models like CMM, ISO/IEC 15504 and CMMI. Guidelines and software tools to implement SPC techniques should be developed for effective use and dissemination of SPC especial...
A knowledge-based prototype advisory expert system for productivity improvement in construction Alkoc, Ediz; Erbatur, Fuat; Department of Architecture (1995)

Citation Formats

A.-S. Walid, “An Approach to knowledge representation with neural networks using an extended backpropagation learning paradigm,” Ph.D. - Doctoral Program, Middle East Technical University, 1991.