Výsledky vyhledávání - Soft Computing in Engineering Applications

Enhancing Video Anomaly Detection Using Spatio-Temporal Autoencoders and Convolutional LSTM Networks Autor Almahadin, Ghayth, Subburaj, Maheswari, Hiari, Mohammad, Sathasivam Singaram, Saranya, Kolla, Bhanu Prakash, Dadheech, Pankaj, Vibhute, Amol D., Sengan, Sudhakar

“…Identifying suspicious activities or behaviors is essential in the domain of Anomaly Detection (AD). In crowded scenes, the presence of inter-object occlusions…”
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Which Explanation Should be Selected: A Method Agnostic Model Class Reliance Explanation for Model and Explanation Multiplicity Autor Gunasekaran, Abirami, Mistry, Pritesh, Chen, Minsi

“…Feature importance techniques offer valuable insights into machine learning (ML) models by conducting quantitative assessments of the individual contributions…”
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Generalisation in Natural Language Clustering Through Non-parametric Statistical Approach Autor Chattopadhyay, Anagh, Ghosh, Soumya Sankar, Karmakar, Samir

“… The primary focus lies in their application within the domains of language clustering and natural language processing…”
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Evaluating the Performance of FedCLUS Algorithm Using FedCI: A New Federated Cluster Validity Metric Autor Sharma, Shachi, Gupta, Sargam

“…Federated learning is a recent trend in the field of machine learning for building a collaborative model from distributed data while preserving its privacy…”
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Hazardous Object Detection for Visually Impaired People Using Edge Device Autor Kadam, Ujjwal, Kushwaha, Riti, Meena, Arvind, Abuzar, Chaudhary, Ujjwal, Singal, Gaurav, Verma, Madhushi

“…The motivation for this research stems from the need to improve the safety and independence of visually impaired individuals in their daily lives. These…”
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Modified Leader-Advocate-Believer Algorithm with Clustering-Based Search Space Reduction Method for Solving Engineering Design Problems Autor Reddy, Ruturaj, Gupta, Utkarsh, Kale, Ishaan R., Shastri, Apoorva, Kulkarni, Anand J.

“…A Modified Leader-Advocate-Believer (LAB) algorithm is introduced in this paper. It builds upon the original LAB algorithm (Reddy et al. 2023), which is a…”
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Air Quality Monitoring Using Sentinel-5p TROPOMI—A Case Study of Pune City Autor Shah, Suraj V., Gaikwad, Sandeep V., Vibhute, Amol D.

“…India and Pune city are experiencing infrastructural changes like never before on a more extensive and smaller scale, respectively. However, the infrastructure…”
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FNSS: A Heuristics for Fog Node Site Selection Autor Singh, Satveer, Vidyarthi, Deo Prakash

“…In this era of Information Technology (IT), services such as storage, computing, and networking offered by the Cloud and Fog computing, make life easier…”
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Detecting Network Intrusion in Cloud Environment Through Ensemble Learning and Feature Selection Approach Autor Khan, Minhaj, Haroon, Mohd

“… Therefore, the present study has designed and developed the intrusion detection scheme for cloud computing through ensemble learning and a feature selection approach…”
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Comparative Study of Segmentation Techniques for Basal Ganglia Detection Based on Positron Emission Tomography Images Autor Maalej, Zainab, Ben Rejab, Fahmi, Nouira, Kaouther

“…The Basal Ganglia (BG) is a small brain structure that plays a significant role in the Parkinson’s disease (PD) pathogenesis. Since it provides detailed…”
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Heart Disease Prediction Using a Stacked Ensemble Learning Approach Autor Kumar, Shrawan, Thakur, Bharti

“…This study introduces a stacked ensemble machine learning approach to enhance the accuracy of heart disease prediction. The approach begins with a variational…”
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DIRXNet: A Hybrid Deep Network for Classification of Breast Histopathology Images Autor Jothi, J. Angel Arul, Damania, Karishma

“…Women all over the world have been battling breast cancer with an extremely high mortality rate. Early and timely detection is essential to increase the…”
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Analysis of COVID-19 Datasets Using Statistical Modelling and Machine Learning Techniques to Predict the Disease Autor Nramban Kannan, Senthil Kumar, Kolla, Bhanu Prakash, Sengan, Sudhakar, Muthusamy, Rajendiran, Manikandan, Raja, Patel, Kanubhai K., Dadheech, Pankaj

“…Sustainable development is crucial for a prosperous future, but epidemic diseases like Coronavirus Disease 2019 (COVID-19) pose real and complex challenges…”
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Development of soft computing and applications in agricultural and biological engineering Autor Huang, Yanbo, Lan, Yubin, Thomson, Steven J., Fang, Alex, Hoffmann, Wesley C., Lacey, Ronald E.

“… Soft computing has been extensively studied and applied in the last three decades for scientific research and engineering computing…”
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Practical applications of soft computing in engineering (Fuzzy logic systems institute soft computing series, volume 4) Autor Cho, Sung-Bae

“… program.This book highlights some of the recent developments in practical applications of soft computing in engineering problems…”
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Editorial for Advances and applications of deep learning and soft computing in geotechnical underground engineering Autor Zhang, Wengang, Phoon, Kok-Kwang

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Soft Computing and Its Applications, Volume One: A Unified Engineering Concept Autor Ray, Kumar S.

“…This is volume 1 of the two-volume set Soft Computing and Its Applications. This volume explains the primary tools of soft computing as well as provides an abundance of working examples and detailed design studies…”
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A review of soft computing application in mineral resources engineering Autor Widodo, L E

“…Soft Computing (SC) has played an important role with its automatic capability in complex new applications…”
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Ultimate axial strength prediction of concrete-filled double-skin steel tube columns using soft computing methods Autor Zhang, Bohang, Xue, Xinhua

“…In this study, two hybrid models, grey wolf optimizer (GWO) combined with group method of data handling (GMDH) and random forest (RF) optimized by particle…”
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Soft Computing and Its Applications: A Unified Engineering Concept Autor Ray, Kumar S

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