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fusion-research's Projects

thesis icon thesis

The Presentation of Self on a Decentralised Web: A PhD thesis about self-presentation in future online spaces

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Online Parameter Optimization for Spark Streaming

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PhD thesis on "Data summarizations for scalable, robust and privacy-aware learning in high-dimensions", Department of Computer Science & Technology, University of Cambridge

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PhD thesis: "Knowledge Graph Construction from Heterogeneous Data Sources exploiting Declarative Mapping Rules"

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Undergraduate final thesis: Big Data Analytics on Container Orchestrated Systems

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Gaussian filtering and smoothing based parameter estimation in nonlinear models for sequential data

thinkmatch icon thinkmatch

Code & pretrained models of novel deep graph matching methods.

threat-analysis-for-smart-cities icon threat-analysis-for-smart-cities

A Cyber-Physical System (CPS) is a mixed system integrated with computation, communication, and physical processes, which takes an important position in the smart city, and there are many challenges in its security issues. In this project, we established a testbed and a mini UI system to verify our CPS threat analysis method and auto anomaly detection algorithm.

timeseries icon timeseries

Implementation of deep learning models for time series in PyTorch.

timeseries_seq2seq icon timeseries_seq2seq

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

token-reward-protocol icon token-reward-protocol

IEEE Publication: A Model for Free Blockchain Transactions through Token Locking on Ethereum.

topic-ontology icon topic-ontology

classifying wikipedia articles into a topic tree using nlp and clustering

torch-kalman icon torch-kalman

An implementation of kalman-filters for multivariate time-series in PyTorch

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