Novel approaches in the valorization of agricultural wastes and their applications

E Capanoglu, E Nemli… - Journal of Agricultural …, 2022 - ACS Publications
approaches are recently used as novel and green applications to valorize agricultural food
wastes and improve their stability and applicability. In this Review, these approaches are …

Early detection of Alzheimer's disease using magnetic resonance imaging: a novel approach combining convolutional neural networks and ensemble learning

D Pan, A Zeng, L Jia, Y Huang, T Frizzell… - Frontiers in …, 2020 - frontiersin.org
… study, we proposed a novel CNN–EL approach based on an … retrieve features from brain
MRI data that can be used to … our approach, which included six ways of data augmentation …

CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection

MF Aslan, MF Unlersen, K Sabanci, A Durdu - Applied Soft Computing, 2021 - Elsevier
… Additionally a majority rule was suggested as a novel approach. The best performance in
the paper was presented as 98.96%. Nour, Cömert and Polat [38] proposed CNN architecture …

Deep packet: A novel approach for encrypted traffic classification using deep learning

M Lotfollahi, M Jafari Siavoshani… - Soft Computing, 2020 - Springer
… many different approaches. Most of these approaches use predefined features extracted by
… learning-based approach which integrates both feature extraction and classification phases …

A novel method for state of energy estimation of lithium-ion batteries using particle filter and extended Kalman filter

X Lai, Y Huang, X Han, H Gu, Y Zheng - Journal of Energy Storage, 2021 - Elsevier
… In this study, a novel SOE estimation method based on the PF and extended Kalman filter
(EKF) algorithms is proposed. In this method, the PF algorithm is used for the SOE estimation, …

A novel approach to predict shear strength of tilted angle connectors using artificial intelligence techniques

M Shariati, MS Mafipour, P Mehrabi, A Shariati… - Engineering with …, 2021 - Springer
… The used data in this study was obtained from the load-slip diagrams of the push-out tests. …
Ghiami Azad AR, Mafipour MS, Tatlari S (2018) A novel method for linear analysis of partially-…

The RefinedWeb dataset for Falcon LLM: outperforming curated corpora with web data, and web data only

G Penedo, Q Malartic, D Hesslow, R Cojocaru… - arXiv preprint arXiv …, 2023 - arxiv.org
… of books, technical documents, human-selected web pages, or … -of-the-art and novel
approaches (URL scoring, line-wise filtering, … We use trafilatura for text extraction, and apply extra …

Optimizing numerical estimation and operational efficiency in the legal domain through large language models

JH Huang, CC Yang, Y Shen, AM Pacces… - arXiv preprint arXiv …, 2024 - arxiv.org
… • Prompt Design for Numerical Estimation Challenges: We propose a novel approach
involving specially designed prompts with in-context learning to address numerical estimation …

LCZ Generator: a web application to create Local Climate Zone maps

M Demuzere, J Kittner, B Bechtel - Frontiers in Environmental Science, 2021 - frontiersin.org
… The web application (available at https://lcz-generator.rub.de) integrates the state-of-the-art …
accuracy assessment, training data derivatives, and a novel approach to identify suspicious …

A review on sentiment analysis and emotion detection from text

P Nandwani, R Verma - Social network analysis and mining, 2021 - Springer
extracted the emotions from multilingual texts collected from three different domains. The
authors used a novel approach called rich site summary for data … of twitter text. Results revealed …