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- Middlesex University DubaiAE3 papers
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7 papers · 1 filter
Value of Information in the Mean-Square Case and its Application to the Analysis of Financial Time-Series Forecast
Roman Belavkin, Panos Pardalos, Jose Principe
The advances and development of various machine learning techniques has lead to practical solutions in various areas of science, engineering, medicine and finance. The great choice…
Enhancing Digital Forensics Readiness In Big Data Wireless Medical Networks: A Secure Decentralised Framework
Cephas Mpungu, Carlisle George, Glenford Mapp
Wireless medical networks are pivotal for chronic disease management, yet the sensitive Big Data they generate presents administration challenges and cyber vulnerability. This Big…
A Generalized Evolutionary Metaheuristic (GEM) Algorithm for Engineering Optimization
Xin-She Yang
Many optimization problems in engineering and industrial design applications can be formulated as optimization problems with highly nonlinear objectives, subject to multiple comple…
Parameter Tuning of the Firefly Algorithm by Standard Monte Carlo and Quasi-Monte Carlo Methods
Geethu Joy, Christian Huyck, Xin-She Yang
Almost all optimization algorithms have algorithm-dependent parameters, and the setting of such parameter values can significantly influence the behavior of the algorithm under con…
An Objective Improvement Approach to Solving Discounted Payoff Games
Daniele Dell'Erba, Arthur Dumas, Sven Schewe
While discounted payoff games and classic games that reduce to them, like parity and mean-payoff games, are symmetric, their solutions are not. We have taken a fresh view on the pr…
VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics
Ammar A. Siddiqui, Santosh Tirunagari, Tehseen Zia +1
Visual attribution in medical imaging seeks to make evident the diagnostically-relevant components of a medical image, in contrast to the more common detection of diseased tissue d…