BIGDATA 2021-2022 Final Projects 2021 2022 TITLE LIST

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BIGDATA HADOOP 2021-2022

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OK3BD01

A Deep Learning-Based Data Minimization Algorithm for Fast and Secure Transfer of Big Genomic Datasets

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OK3BD02

A Large-scale Study of Android Malware Development Phenomenon on Public Malware Submission and Scanning Platform

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OK3BD03

A Machine Learning Based Framework for Verification and Validation of Massive Scale Image Data

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OK3BD04

A New Approach of Exploiting Self-Adjoint Matrix Polynomials of Large Random Matrices for Anomaly Detection and Fault Location

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OK3BD05

A New Methodology for Storing Consistent Fuzzy Geospatial Data in Big Data Environment

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OK3BD06

A Novel Hilbert Curve for Cache-locality Preserving Loops

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OK3BD07

A Pre-Authentication Approach to Proxy Reencryption in Big Data Context

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OK3BD08

Altrumetrics Inferring Altruism Propensity Based on Mobile Phone Use Patterns

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OK3BD09

An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data

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OK3BD10

An Epidemiological Neural Network exploiting Dynamic Graph Structured Data applied to the COVID19 outbreak

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OK3BD11

An Improved Secure High-Order-Lanczos Based Orthogonal Tensor SVD for Outsourced CyberPhysical-Social Big Data Reduction

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OK3BD12

An Incremental Tensor-Train Decomposition for Cyber-Physical-Social Big Data

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OK3BD13

Automated Labeling for Robotic Autonomous Navigation Through Multi-Sensory Semi-Supervised Learning on Big Data

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OK3BD14

Computation Outsourcing Meets Lossy Channel Secure Sparse Robustness Decoding Service in MultiClouds

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OK3BD15

Correlated Differential Privacy Protection for Mobile Crowdsensing

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OK3BD16

Cost-efficient Heterogeneous Worker Recruitment under Coverage Requirement in Spatial Crowdsourcing

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OK3BD17

COVID-19 Chest CT Image Segmentation Network by Multi-Scale Fusion and Enhancement Operations

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OK3BD18

COVID-19-CT-CXR a freely accessible and weakly labeled chest X-ray and CT image collection on COVID19 from biomedical literature

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OK3BD19

Data-Driven Digital Advertising with Uncertain Demand Model in Metro Networks

OK3BD20

Deadline-Aware Cost Optimization for Spark

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OK3BD21

Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network

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OK3BD22

Dynamics of Public Opinions in an Online and Offline Social Network

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OK3BD23

Enhanced Locality-Sensitive Hashing for Fingerprint Forensics over Large Multi-sensor Databases

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OK3BD24

Fast and Positive Definite Estimation of Large Covariance Matrix for High-Dimensional Data Analysis

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OK3BD25

Fast Communication-efficient Spectral Clustering Over Distributed Data

OK3BD26

Fusing Location Data for Depression Prediction

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OK3BD27

Game Theory Based Correlated Privacy Preserving Analysis in Big Data

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OK3BD28

Hierarchical Density-Based Clustering using MapReduce

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OK3BD29

Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling

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OK3BD30

Integrating Data and Model Space in Ensemble Learning by Visual Analytics

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OK3BD31

K-nearest Neighbors Search by Random Projection Forests

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OK3BD32

Managing Big Interval Data with CINTIA the Checkpoint INTerval Array

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OK3BD33

Measuring Human and Economic Activity from Satellite Imagery to Support City-Scale DecisionMaking during COVID-19 Pandemic

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OK3BD34

Misinformation During the COVID-19 Outbreak in China Cultural, Social and Political Entanglements

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OK3BD35

Opportunistic Discovery of Personal Places Using Multi-source Sensor Data

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OK3BD36

Optimizing Share Size in Efficient and Robust Secret Sharing Scheme for Big Data

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OK3BD37

Privacy-Accuracy Trade-off in Differentially-Private Distributed Classification A Game Theoretical Approach

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OK3BD38

Privacy-Preserving Data Encryption Strategy for Big Data in Mobile Cloud Computing

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OK3BD39

Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit

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OK3BD40

RoD Evaluating the Risk of Data Disclosure Using Noise Estimation for Differential Privacy


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OK3BD41

ScaleJoin a Deterministic, Disjoint-Parallel and SkewResilient Stream Join

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OK3BD42

Secure Authentication in Cloud Big Data with Hierarchical Attribute Authorization Structure

OK3BD43

Secure k-NN Query on Encrypted Cloud Data

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OK3BD44

Security-Aware Resource Allocation for Mobile Social Big Data A Matching-Coalitional Game Solution

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OK3BD45

Semantic-based and Entity-Resolution Fusion to Enhance Quality of Big RDF Data

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OK3BD46

Survey on Improving Data Utility in Differentially Private Sequential Data Publishing

OK3BD47

Towards Dynamic Verifiable Pattern Matching

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OK3BD48

Velocity-Aware Parallel Encryption Algorithm with Low Energy Consumption for Streams

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OK3BD49

Visual Analysis of Spatio-Temporal Event Predictions Investigating the Spread Dynamics of Invasive Species

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OK3BD50

Visualization of Big Spatial Data using Coresets for Kernel Density Estimates


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