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An increase in research over the past 60 years in the field of machine learning widened its areas of application from merely making computers learn to play board games to analysis of big data. Many algorithms have been developed that are now commonly used in various fields ranging from natural language processing to computational finance and has been brought to use commercially as well. Recently,...
For any battery-employed system, it is essential for the battery management system to correctly predict the present operational condition of the battery. The fail safe operation of a safety critical system like battery operated car or any other lifesaving systems are heavily depend upon earlier prediction of battery life. SOC or State-of-Charge estimation is one of the well-known method to predict...
E-Learning is one among the many positive implication of computer networking. It grew rapidly with the advent of World Wide Web. Soon many E-Learning paradigms flourished across the web. This resulted in the need for standardization, an effective guideline to make e-learning more structured and effective. The need for designing for learning resulted in many pedagogical models of which Learning Design...
The intention behind this work is to provide an automated locomotion training device to aid the movement of a person with an injured leg. The device is a micro-controller based robot which is a pair of shoes with wheels that manipulates limb motion. This is achieved with the help of a DC geared motor and IR sensor. Rehabilitation after surgery is a tedious process which requires careful monitoring...
In music theory, the character of a tune is dependent on the relation between notes on a scale and root notes. It is possible to arrange musical phrases consisting of certain notes in various permutations to give rise to different tunes, but similar musical character. By assigning weighted probabilities to musical phrases, one can devise an algorithm that alters the arrangement of a musical piece...
Web robots are software applications that run automated tasks over the internet. They traverse the hyperlink structure of the World Wide Web so that they can retrieve information. There are many reasons to distinguish web robot requests and user requests. Some tasks of web robots can be harmful to the web. Firstly, Web robots are employed for assemble business intelligence at e-commerce sites. In...
The world is reaching for telemedicine. Extensive studies of image-oriented tasks like radiology and ophthalmology have explored practical architectures, technical and organisational, by which to implement it. This paper describes the integration of service methods in a teleophthalmology screening system currently live in India. Earlier studies examined individual features/methods to enhance service;...
This paper tells about the early detection of cancer cell by using photonic band gap method. System level cancer cell detection has been done with the dielectric constant(at optical frequency) as the input. Comparison of normal cell and cancerous cell has been done and a precise frequency shift has been observed. The input dielectric constant values of normal cell varies from 1.8225 to 1.8769 and...
This paper presents a fusion approach called Image and Signal Analysis of Multimedia Content (ISAMC) to provide a fully evolved model for emotion recognition using both external (face) and internal (EEG signals) characteristics for the same emotional phenomenon. Both image analysis and EEG signal analysis is done using a video stimulus and based on wavelet approach for feature extraction. This novel...
A novel conductor backed asymmetric coplanar strip (CBACS) fed compact antenna for wireless local area network (WLAN) applications is proposed. The conductor backed design has an additional ground plane at the bottom surface of the substrate compared with conventional coplanar waveguide. This lower ground plane provides an additional mechanical support to the substrate. Moreover, it can act as a heat...
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