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Machine learning aided bio-oil production with high energy recovery and low nitrogen content from hydrothermal liquefaction of biomass with experiment verification
Hydrothermal liquefaction (HTL) of biomass with high moisture (eg, algae, sludge, manure,
and food waste) is a promising and sustainable approach to produce renewable energy (bio …
and food waste) is a promising and sustainable approach to produce renewable energy (bio …
[HTML][HTML] Self-learning algorithm to predict indoor temperature and cooling demand from smart WiFi thermostat in a residential building
Smart WiFi thermostats have moved well beyond the function they were originally designed
for; namely, controlling heating and cooling comfort in buildings. They are now also learning …
for; namely, controlling heating and cooling comfort in buildings. They are now also learning …
Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features
MR Salmanpour, M Hosseinzadeh… - … Journal of Imaging …, 2023 - Wiley Online Library
Parkinson's disease (PD) is progressive and heterogeneous. Levodopa is widely prescribed
to control PD, and its long‐term‐treatment leads to dyskinesia in a dose‐dependent manner …
to control PD, and its long‐term‐treatment leads to dyskinesia in a dose‐dependent manner …
Application of novel hybrid machine learning systems and radiomics features for non-motor outcome prediction in Parkinson's disease
MR Salmanpour, M Bakhtiyari… - Physics in Medicine …, 2023 - iopscience.iop.org
Objectives. Parkinson's disease (PD) is a complex neurodegenerative disorder, affecting 2%–
3% of the elderly population. Montreal Cognitive Assessment (MoCA), a rapid nonmotor …
3% of the elderly population. Montreal Cognitive Assessment (MoCA), a rapid nonmotor …
Estimating smart Wi-Fi thermostat-enabled thermal comfort control savings for any residence
AD Alhamayani, Q Sun, KP Hallinan - Clean Technologies, 2021 - mdpi.com
Nowadays, most indoor cooling control strategies are based solely on the dry-bulb
temperature, which is not close to a guarantee of thermal comfort of occupants. Prior …
temperature, which is not close to a guarantee of thermal comfort of occupants. Prior …
[HTML][HTML] An Improved Method to Estimate Savings from Thermal Comfort Control in Residences from Smart Wi-Fi Thermostat Data
The net-zero global carbon target for 2050 needs both expansion of renewable energy and
substantive energy consumption reduction. Many of the solutions needed are expensive …
substantive energy consumption reduction. Many of the solutions needed are expensive …
Iterative decorrelation analysis, unit of measure preserving transformations and latent biomarker discovery
JG Tamez-Peña - 2023 - researchsquare.com
Background Numerous biomarker discovery studies and exploratory clinical studies extract
a large set of measurable variables, which often have varying degrees of correlation among …
a large set of measurable variables, which often have varying degrees of correlation among …
[BOOK][B] Data Mining For Residential Buildings Using Smart WiFi Thermostats
K Huang - 2021 - search.proquest.com
Smart WiFi thermostats are not just a device for controlling heating and cooling comfort in
buildings, they also can learn from occupant behaviors and permit occupants to control their …
buildings, they also can learn from occupant behaviors and permit occupants to control their …
On the Utility of Ordered Incremental Attribute Learning based Variance and mRMR Techniques
S Gorrab, FB Rejab, K Nouira - 2023 - researchsquare.com
From the major issues of machine learning and data mining is Feature Selection, picking
only the pertinent features to further emphasize the learning search. One relaxed category of …
only the pertinent features to further emphasize the learning search. One relaxed category of …
[BOOK][B] Smart WI-FI Thermostat-enabled Thermal Comfort Control Saving For Any Residence Using Long-Short Term Memory
AD Alhamayani - 2022 - search.proquest.com
Indoor thermal comfort in residential buildings can not only represented by internal
temperature; other factors can affect the thermal satisfaction, such as relative humidity and …
temperature; other factors can affect the thermal satisfaction, such as relative humidity and …