Search Results - "K., Venkatachalam"

Novel chaotic oppositional fruit fly optimization algorithm for feature selection applied on COVID 19 patients’ health prediction by Bacanin, Nebojsa, Budimirovic, Nebojsa, K., Venkatachalam, Strumberger, Ivana, Alrasheedi, Adel Fahad, Abouhawwash, Mohamed

“…The fast-growing quantity of information hinders the process of machine learning, making it computationally costly and with substandard results. Feature…”
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Adsorptive separation of food and textile dyes from aqueous solution by SBA-15 supported polyaniline/polypyrrole composite: isotherms, kinetics, thermodynamics and recyclability study by Suvaitha, S. Prashanna, Venkatachalam, K.

“…The copolymerization of aniline and pyrrole in the presence of SBA-15 resulted in the formation of the SBA-15/PANI/PPy composite. Low-angle and wide-angle…”
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COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach by Zivkovic, Miodrag, Bacanin, Nebojsa, Venkatachalam, K., Nayyar, Anand, Djordjevic, Aleksandar, Strumberger, Ivana, Al-Turjman, Fadi

“…The main objective of this paper is to further improve the current time-series prediction (forecasting) algorithms based on hybrids between machine learning…”
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Modified firefly algorithm for workflow scheduling in cloud-edge environment by Bacanin, Nebojsa, Zivkovic, Miodrag, Bezdan, Timea, Venkatachalam, K., Abouhawwash, Mohamed

“…Edge computing is a novel technology, which is closely related to the concept of Internet of Things. This technology brings computing resources closer to the…”
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Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application by Bacanin, Nebojsa, Zivkovic, Miodrag, Al-Turjman, Fadi, Venkatachalam, K., Trojovský, Pavel, Strumberger, Ivana, Bezdan, Timea

“…Deep learning has recently been utilized with great success in a large number of diverse application domains, such as visual and face recognition, natural…”
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Chaotic Harris Hawks Optimization with Quasi-Reflection-Based Learning: An Application to Enhance CNN Design by Basha, Jameer, Bacanin, Nebojsa, Vukobrat, Nikola, Zivkovic, Miodrag, Venkatachalam, K., Hubálovský, Stepan, Trojovský, Pavel

“…The research presented in this manuscript proposes a novel Harris Hawks optimization algorithm with practical application for evolving convolutional neural…”
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Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification by Zivkovic, Miodrag, Tair, Milan, K, Venkatachalam, Bacanin, Nebojsa, Hubálovský, Štěpán, Trojovský, Pavel

“…The research proposed in this article presents a novel improved version of the widely adopted firefly algorithm and its application for tuning and optimising…”
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Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade by Bacanin, Nebojsa, Bezdan, Timea, Venkatachalam, K., Al-Turjman, Fadi

“…The most frequent brain tumor types are gliomas. The magnetic resonance imaging technique helps to make the diagnosis of brain tumors. It is hard to get the…”
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Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering by Bezdan, Timea, Stoean, Catalin, Naamany, Ahmed Al, Bacanin, Nebojsa, Rashid, Tarik A., Zivkovic, Miodrag, Venkatachalam, K.

“…The fast-growing Internet results in massive amounts of text data. Due to the large volume of the unstructured format of text data, extracting relevant…”
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DeepFND: an ensemble-based deep learning approach for the optimization and improvement of fake news detection in digital platform by K, Venkatachalam, Al-Onazi, Badriyya B, Simic, Vladimir, Tirkolaee, Erfan Babaee, Jana, Chiranjibe

“…Early identification of false news is now essential to save lives from the dangers posed by its spread. People keep sharing false information even after it has…”
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The Evolution of Interindustry Technology Linkage Topics and Its Analysis Framework in Three-Dimensional Printing Technology by Yang, Zaoli, Islam, Nazrul, Shi, Yuanyuan, Venkatachalam, K., Huang, Lucheng

“…The mutual influence and complementarity of technologies between different industries are becoming increasingly prominent. Revealing the topic evolution of…”
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A Study of Kinetics, Thermodynamics, and Adsorption Isotherms of Food and Textile Dyes Removal with SBA-15 Supported Polyaniline Nanocomposite by Prashanna Suvaitha, S, Venkatachalam, K

“…Developing of solid adsorbent for the removal of food and textile dyes in industrial effluents still remains as a high level research interest. In the present…”
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Isotherms, Kinetics, and Thermodynamics Adsorption of Sunset Yellow, Indigo Carmine, Titan Yellow, and Orange G with Polyvinylpyrrolidone-Aminopropyl-SBA-15 Schiff Base by S, Prashanna Suvaitha, K, Venkatachalam

“…SBA-15/Pr-Im Schiff base was synthesized and characterized by low and wide-angle XRD, TGA, FTIR, FESEM, HRTEM, and BET analyses. It was used for the adsorption…”
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Checkpoint Inhibitors in Kidney Transplant Recipients and the Potential Risk of Rejection by Alhamad, T., Venkatachalam, K., Linette, G. P., Brennan, D. C.

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A novel method of motor imagery classification using eeg signal by K., Venkatachalam, A., Devipriya, J., Maniraj, M., Sivaram, A., Ambikapathy, Iraj, S Amiri

“…•A Braisn-Computer Interface (BCI) framework depend on motor imagery (MI) recognizes templates of electrical cerebrum movement.•Principal Component Analysis…”
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A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset by Bacanin, Nebojsa, Venkatachalam, K., Bezdan, Timea, Zivkovic, Miodrag, Abouhawwash, Mohamed

“…Feature selection is one of the most important challenges in machine learning and data science. This process is usually performed in the data preprocessing…”
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Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm by Bacanin, Nebojsa, Bezdan, Timea, Venkatachalam, K., Zivkovic, Miodrag, Strumberger, Ivana, Abouhawwash, Mohamed, Ahmed, Abeer B.

“…Artificial neural networks are one of the most commonly used methods in machine learning. Performance of network highly depends on the learning method…”
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Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes by Bacanin, Nebojsa, Antonijevic, Milos, Bezdan, Timea, Zivkovic, Miodrag, Venkatachalam, K., Malebary, Sharaf

“…Today’s world naturally depends on wireless devices for the daily necessities like communication, smart car driving, smart medical check up, smart housing…”
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RETRACTED ARTICLE: Blockchain-enabled K-harmonic framework for industrial IoT-based systems by Baalamurugan, K. M., P., Prabu, Bacanin, Nebojsa, Venkatachalam, K., Askar, S. S., Abouhawwash, Mohamed

“…Industrial Internet of Things (IIoT)-based systems have become an important part of industry consortium systems because of their rapid growth and wide-ranging…”
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Secure biometric authentication with de-duplication on distributed cloud storage by M, Vinoth Kumar, Venkatachalam, K, P, Prabu, Almutairi, Abdulwahab, Abouhawwash, Mohamed

“…Cloud computing is one of the evolving fields of technology, which allows storage, access of data, programs, and their execution over the internet with…”
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