[PDF] Top 20 Analysis of Underwater Data using DNN
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Analysis of Underwater Data using DNN
... ABSTRACT: This paper is concerned with the detection and classification of object in underwater video. Identifying and arranging objects in frames is a vital submerged application with pertinence to maritime ... See full document
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Analysis of Underwater Data
... are using the k means clustering for the segmentation and SVM classifier is used for the classification ...objects using texture based classification.Objects in underwater images are classified as ... See full document
8
Enhancement of the Satellite Images using ACO and DNN Approach
... Spectral analysis using airborne hyper spectral imagery and polar metric COSMOSKYMED X-band data are utilized in this study to monitor the occurrence of an invasive weed ...area using airborne ... See full document
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Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study
... To model difficulty we use Item Response The- ory (IRT) from psychometrics (Baker and Kim, 2004). IRT models characteristics such as diffi- culty and discrimination ability of specific exam- ples (called “items” 1 ) in ... See full document
6
Short term power load forecasting using Deep Neural Networks
... feature analysis with DNNs enables to obtain higher accuracy by capturing dominant factors that affect electricity consumption patterns and can surely contribute significantly in next generation power systems and ... See full document
5
An Investigation into Speaker Informed DNN Front-end for LVCSR
... where DNN input is augmented with auxiliary codes, such as i-vectors, speaker codes, speaker separa- tion bottleneck (SSBN) features, ...informed DNN training methods in LVCSR ...informed DNN ... See full document
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Enhancement of speech dynamics for voice activity detection using DNN
... the analysis window is a Hamming window with a 10-ms frame ...the DNN is applied to the speech period candidates in combination with the log power spectra derived from ...the DNN to obtain the final ... See full document
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Recognizing Emotions in Video Using Multimodal DNN Feature Fusion
... detailed analysis of emotion intensity distributions as output from our DNN, as well as a related discussion concerning the inherent diffi- culty of this ... See full document
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Analysis on Data Transmission in Underwater Acoustic Sensor Network for Complex Environment
... Submerged applications have nearly attached itself to all ranges of research. It have a knowledge of better directing and vitality use component. Issues that is figured from my discoveries. Thought and rationale behind ... See full document
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Parameter Analysis of CARP &E CARP Protocol for Underwater Wireless Sensor Network in the Internet of Underwater Things
... of Underwater things, smart things are deployed under the water and form the underwater wireless sensor networks (UWSNs), to facilitate the discovery of vast unexplored ocean ...sensory data ... See full document
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Analysis of PMM data for underwater vehicles
... 2.1 Model Form 2.2 Rigid Body Kinematic Forces 2.3 Transformation Matrices 2.4 Hydrodynamic Force 2.4.1 Introduction 2.4.2 Unsteady Body Motion 2.4.3 Unsteady Fluid Motion 2.4.4 Resultan[r] ... See full document
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A Comparative Analysis of Classification Algorithms on Weather Dataset Using Data Mining Tool
... Then the dataset was run on Random Tree classifier which classifies all instances correctly and has 100 % accuracy.Then classification was done using REP Tree classifier and we found the accuracy was decreased to ... See full document
5
Design And Development Of Remotely Operated Vehicle (ROV) Thrusters For Shallow Water
... They are many constrain that could be a restriction for divers like pressure withstand ability when the divers need to dive high deep inspection. Hazardous on underwater environment also could be a challenge for ... See full document
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Analyzing Varieties of Agricultural Data Using Big Data Tools Pig
... the data is necessity for the many organization. Data created in different form and in diversified ...agricultural data we can use the tools of Big Data like Pig. Using Pig, we can ... See full document
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Exploiting foreign resources for DNN-based ASR
... of DNN pre-training algorithms were proposed for a better initial- ization of the parameters [24], for example by growing the neural network layer by layer without using the label information: treating each ... See full document
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Diagnosis of heart diseases using data mining
... treatment using data mining technologies for facilitating data base decision support ...clinical data where vital information is ...of data in varied forms but this data is ... See full document
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Development Of Prototype Remotely Operated Underwater Vehicle
... Remotely underwater vehicle is a mobile robot designed for aquaculture. Underwater vehicle user can control the vehicle on the ship or ...Most underwater vehicles are equipped with at least a video ... See full document
24
Diabetes data prediction using data classification algorithm
... diabetes data for his effort and the decision tree using WEKA has been used to put up the prediction ...used. Using Diabetic data set was used to implement Association ...accuracies ... See full document
5
Comparative Analysis of Algorithms Using Different Parameters for Securing Data in Cloud Computing
... 3DES was published in 1998 which is from DES. It uses key length of 56 bits but it is having total size of 168 bite using 3 different keys. All of the keys are same or else the 1 st and 3 rd key may be identical ... See full document
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Using Context Information for Dialog Act Classification in DNN Framework
... this data set, where we used bag-of-word features for each ut- terance, therefore the information is similar to that used in the DNN framework (but the CRF does model DA tag sequential ...without ... See full document
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