As per the previous year's report concerning to road crashes indicates that principal cause of such a fatal accidents is because negligence behavior as well drowsiness driver. This problem reveals requirement system can recognize state driver and gives alert signal before occurrence any accidents. Therefore, this proposed work has established drowsy detection accident avoidance based on eye blink duration. Here, first open close are detected aspect ratio (EAR). Further, duration or count...

Virtual education (online or e-learning) is a form of where the primary mode instruction through digital platforms and Internet. This approach offers flexibility accessibility, making it attractive to many students. Many institutes also offer virtual professional courses for business working professionals. However, ensuring reachability evaluating students’ attentiveness presents significant challenges educators teaching virtually. Various research works have been proposed evaluate using...

Handwritten recognition is a challenging task for long time either English or other language. Especially, Indian language handwritten letter having many curves. It has been an open challenge time. In the advent of Machine Learning, becomes easier. However, challenges still persist, because feature extraction difficult since characters are more in languages. this paper, we have chosen Telugu Compound Character called Guninthalu (Character formed with combination Vowels and Consonants)...

Today, millions of devices produce billions network requests to the servers. All these request packets need be scanned for security. Hence, providing security and privacy requires filtering deduplication packets. In case filtering, Bloom Filter data structure is best alternative. a probabilistic membership it capable massive amounts using small memory footprint. However, not popular in many applications due its false positive negative issues. Currently, techniques are implementing Filter....

The connectivity of a protein and its structure is related to functional properties. Many experimental approaches have been employed for the identification Diabetes Mellitus (DM) associated candidate genes. Therefore, it interest use var ious graph centrality measures integrated with genes human network potential targets. We used 2728 known cause from Jensenlab (Novo Nordisk Foundation Center Protein Research, Denmark) this analysis. A protein-protein interaction was further constructed...

DNA sequencing data analysis has been an important area of research. However, due to the high-cost sequence production, production is hindered. In recent years, development Next Generation Sequencing technology, which a more cost-effective technology as compared its predecessors, lead increase in availability data. The rise studies respective area. Machine Learning algorithms well Deep algorithm applied NGS with high possibility growth this paper, workflow field bioinformatics presented...

Structural health monitoring of civil structures is an important research area used for continuous and damage prediction. To estimate the various modal parameters required. These are derived from natural frequency buildings measured mostly using accelerometer sensor. The accuracy system not only depends on sensor but also wireless network data acquisition its transmission node to coordinator further processing. This paper focuses implementation structural IEEE 802.15.4 standard based TIMAC...