Št. zadetkov: 25
Milena Zorko,
Dominik Haering,
Justin G. Connell,
Hao Wan,
Katrine L. Svane,
Boštjan Genorio,
Pedro Farinazzo Bergamo Dias Martins,
Pietro P. Lopes,
Brian Gould,
Filippo Maglia,
Roland Jung,
Vojislav Stamenkovic,
Ivano E. Castelli,
Nenad M. Markovic,
Jan Rossmeisl,
Dušan Strmčnik
Izvirni znanstveni članek
Oznake:
Li-ionski akumulatorji;medfazna trdno elektrolit;elektroredukcija;etilen karbonat;HF;voda;Li-ion battery;solid-electrolyte interphase;electroreduction;ethylene carbonate;water;
Compared to aqueous electrolytes, fundamental understanding of the chemical and electrochemical processes occurring in non-aqueous electrolytes is far less developed. This is no different for Li-ion battery (LiB) electrolytes, where many questions regarding the solid-electrolyte interphase (SEI) on ...
Leto:
2023
Vir:
Fakulteta za kemijo in kemijsko tehnologijo (UL FKKT)
Izvirni znanstveni članek
Oznake:
Accurate classification of medical images is of great importance for correct disease diagnosis. The automation of medical image classification is of great necessity because it can provide a second opinion or even a better classification in case of a shortage of experienced medical staff. Convolution ...
Leto:
2020
Vir:
Ekonomska fakulteta (UL EF)
Izvirni znanstveni članek
Oznake:
Histopathology is the study of tissue structure under the microscope to determine if the cells are normal or abnormal. Histopathology is a very important exam that is used to determine the patients’ treatment plan. The classification of histopathology images is very difficult to even an experienced ...
Leto:
2020
Vir:
Ekonomska fakulteta (UL EF)
Pregledni znanstveni članek
Oznake:
Diabetic retinopathy (DR) is a dangerous eye condition that affects diabetic patients. Without early detection, it can affect the retina and may eventually cause permanent blindness. The early diagnosis of DR is crucial for its treatment. However, the diagnosis of DR is a very difficult process that ...
Leto:
2020
Vir:
Ekonomska fakulteta (UL EF)
Izvirni znanstveni članek
Oznake:
Many hyperparameters have to be tuned to have a robust convolutional neural network that will be able to accurately classify images. One of the most important hyperparameters is the batch size, which is the number of images used to train a single forward and backward pass. In this study, the effect ...
Leto:
2020
Vir:
Ekonomska fakulteta (UL EF)
Izvirni znanstveni članek
Oznake:
image classification;convolutional neural networks;transfer learning;test time 29 augmentation;deep learning;ensemble learning;
Bone fractures are one of the main causes to visit the emergency room (ER); the primary method to detect bone fractures is using X-Ray images. X-Ray images require an experienced radiologist to classify them; however, an experienced radiologist is not always available in the ER. An accurate automati ...
Leto:
2021
Vir:
Ekonomska fakulteta (UL EF)
Izvirni znanstveni članek
Oznake:
slv;energetika;cena;informatika;
The electricity market is a complex, evolutionary, and dynamic environment. Forecasting electricity prices is an important issue for all electricity market participants. In this study, we shed light on how to improve electricity price forecasting accuracy through the use of a machine learning techni ...
Leto:
2020
Vir:
Ekonomska fakulteta (UL EF)
Izvirni znanstveni članek
Oznake:
informatika;programiranje;prenos znanja;kognitivna znanost;neuroscience;
The classification of histopathology images requires an experienced physician with years of experience to classify the histopathology images accurately. In this study, an algorithm was developed to assist physicians in classifying histopathology images; the algorithm receives the histopathology imag ...
Leto:
2020
Vir:
Ekonomska fakulteta (UL EF)
Izvirni znanstveni članek
Oznake:
Cloud computing has a significant role in healthcare services, especially in medical applications. In cloud computing, the best choice of virtual machines (Virtual_Ms) has an essential role in the quality improvement of cloud computing by minimising the execution time of medical queries from stakeho ...
Leto:
2020
Vir:
Ekonomska fakulteta (UL EF)
Izvirni znanstveni članek
Oznake:
informatika;programiranje;prenos znanja;kognitivna znanost;neuroscience;
The classification of the musculoskeletal images can be very challenging, mostly when it is being done in the emergency room, where a decision must be made rapidly. The computer vision domain has gained increasing attention in recent years, due to its achievements in image classification. The convol ...
Leto:
2020
Vir:
Ekonomska fakulteta (UL EF)