[PDF] Top 20 Comparative Study of Classification Techniques with Labeled Data in Wireless Sensor Network

... Algorithms J48, Naïve Bayes and ZeroR have been chosen to implement classifications. It has been tried to obtain results by choosing a 30% split percentage, that means about 30% records were used as test data in ... See full document

... the sensor nodes to sense data. Data centric algorithm comes under the flat based ...the sensor nodes to establish a ...related data in response. Based on the above mechanism, ... See full document

... the wireless sensor networks are hugely demanded in every field instead of due to its vast applications specifically for the security purposes and for ...the wireless sensor networks are the ... See full document

... this study provides a comparative evaluation on two data mining classification techniques; Decision Tree and Multi-layer Neural Network apply for the prediction of skin ...WEKA ... See full document

... the data to wired access points as shown in ...the data success rate (the fraction of generated data that reaches the access points) and the required buffer capacities on the sensors and the ... See full document

... Different DCS approaches in the current state-of-the-art are briefly described and analyzed in Section 3 while Section 4 presents the classification of the DCS schemes based on the chall[r] ... See full document

... for wireless sensor networks and introduced unique challenges compared to traditional data routing in wired ...in sensor networks is a new area of research. Since sensor networks are ... See full document

... includes network topology used in routing; nodes sleep secluding and end-to- end distance from a sensor node to a sink ...send data from source to destination with small energy ... See full document

... in sensor techniques by allowing the development of simpler system ...to sensor techniques including localization of receptors, clustering of details and details collecting or ... See full document

... less data should be sent since no harm on human health is expected, and hence, no alarms are needed to be ...more data must be collected as the situation is considered unusual and need to be precisely ... See full document

... obtaining data from a volcano area which is extremely dangerous to be executed by human ...us study the varying physical quantities under different environmental circumstances over a specified period ... See full document

... in data mining and a study on each of them. Data mining can be used in a wide area that integrates techniques from various fields including machine learning, Network intrusion ... See full document

... of data, Mixers, frequency synthesizers, voltage control oscillators, phase locked loops (PLL) and power amplifiers, all consume valuable power in the transceiver ... See full document

... leveled classification LEACH-Low Vitality Adaptive Clustering Hierarchy, PEGASIS – Power Effective Gathering Sensor Informational Systems, Limit Sensitive Energy Efficient Network Protocol ... See full document

... a network can be measured using various tools available on different ...maximum data throughput in bits per second of a communications link or network ... See full document

... The data aggregation [R. Rajagopalan and P. Varshney, “Data-Aggregation Techniques in Sensor Networks: A Survey,” IEEE ...in Wireless Sensor Networks: Distributed Randomized ... See full document

... required data space. In these reversible data hiding methods, a spare space is made available to accommodate hidden data as long as the chosen item is compressible, but the capacities are difference ... See full document

... Abstract: Wireless sensor networks have diversified application like environmental monitoring, scientific data collection, and battlefield ...the Wireless sensor network, the ... See full document

... times, sensor networks are increasingly becoming an important technological means for monitoring of different environmental and physical ...time data, and one of the main contributors towards “Big ... See full document

... (Approximate Data Collection).In wireless sensor networks; the main power supply of the sensor node is ...of sensor nodes. Due to a large number of sensor nodes, the replacement ... See full document