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K Venkatachalam
K Venkatachalam
Faculty of Science, University of Hradec Králové, 50003 Hradec Králové, Czech Republic.
Verified email at ieee.org - Homepage
Title
Cited by
Cited by
Year
COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach
M Zivkovic, N Bacanin, K Venkatachalam, A Nayyar, A Djordjevic, ...
Sustainable cities and society 66, 102669, 2021
3212021
Modified firefly algorithm for workflow scheduling in cloud-edge environment
N Bacanin, M Zivkovic, T Bezdan, K Venkatachalam, M Abouhawwash
Neural computing and applications 34 (11), 9043-9068, 2022
1222022
A Novel Method of motor imagery classification using eeg signal
K Venkatachalam, A Devipriya, J Maniraj, M Sivaram, A Ambikapathy, ...
Artificial intelligence in medicine 103, 101787, 2020
1132020
Hybrid fruit-fly optimization algorithm with k-means for text document clustering
T Bezdan, C Stoean, AA Naamany, N Bacanin, TA Rashid, M Zivkovic, ...
Mathematics 9 (16), 1929, 2021
1022021
Automatic detection and classification of EEG artifacts using fuzzy kernel SVM and wavelet ICA (WICA).
K Yasoda, RS Ponmagal, KS Bhuvaneshwari, K Venkatachalam
Soft Computing-A Fusion of Foundations, Methodologies & Applications 24 (21), 2020
982020
Hybrid genetic algorithm and machine learning method for covid-19 cases prediction
M Zivkovic, V K, N Bacanin, A Djordjevic, M Antonijevic, I Strumberger, ...
Proceedings of international conference on sustainable expert systems: ICSES …, 2021
962021
Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application
N Bacanin, M Zivkovic, F Al-Turjman, K Venkatachalam, P Trojovský, ...
Scientific Reports 12 (1), 6302, 2022
942022
Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade
N Bacanin, T Bezdan, K Venkatachalam, F Al-Turjman
Journal of Real-Time Image Processing 18 (4), 1085-1098, 2021
842021
Enhanced dragonfly algorithm adapted for wireless sensor network lifetime optimization
M Zivkovic, T Zivkovic, K Venkatachalam, N Bacanin
Data Intelligence and Cognitive Informatics: Proceedings of ICDICI 2020, 803-817, 2021
812021
Multi constraints applied energy efficient routing technique based on ant colony optimization used for disaster resilient location detection in mobile ad-hoc network
ACJ Malar, M Kowsigan, N Krishnamoorthy, S Karthick, E Prabhu, ...
Journal of Ambient Intelligence and Humanized Computing 12, 4007-4017, 2021
772021
Chaotic harris hawks optimization with quasi-reflection-based learning: An application to enhance cnn design
J Basha, N Bacanin, N Vukobrat, M Zivkovic, K Venkatachalam, ...
Sensors 21 (19), 6654, 2021
742021
Combining statistical models using modified spectral subtraction method for embedded system
VR Balaji, S Maheswaran, MR Babu, M Kowsigan, E Prabhu, ...
Microprocessors and Microsystems 73, 102957, 2020
682020
Artificial neural networks hidden unit and weight connection optimization by quasi-refection-based learning artificial bee colony algorithm
N Bacanin, T Bezdan, K Venkatachalam, M Zivkovic, I Strumberger, ...
IEEE Access 9, 169135-169155, 2021
672021
Improved harris hawks optimization algorithm for workflow scheduling challenge in cloud–edge environment
M Zivkovic, T Bezdan, I Strumberger, N Bacanin, K Venkatachalam
Computer networks, big data and IoT: proceedings of ICCBI 2020, 87-102, 2021
622021
Secure biometric authentication with de-duplication on distributed cloud storage
K Venkatachalam, P Prabu, A Almutairi, M Abouhawwash
PeerJ Computer Science 7, e569, 2021
612021
Optimizing convolutional neural network by hybridized elephant herding optimization algorithm for magnetic resonance image classification of glioma brain tumor grade
T Bezdan, S Milosevic, K Venkatachalam, M Zivkovic, N Bacanin, ...
2021 Zooming Innovation in Consumer Technologies Conference (ZINC), 171-176, 2021
602021
RETRACTED ARTICLE: Automated query classification based web service similarity technique using machine learning
BS Balaji, S Balakrishnan, K Venkatachalam, V Jeyakrishnan
Journal of Ambient Intelligence and Humanized Computing 12 (6), 6169-6180, 2021
552021
Novel hybrid firefly algorithm: An application to enhance XGBoost tuning for intrusion detection classification
M Zivkovic, M Tair, K Venkatachalam, N Bacanin, Š Hubálovský, ...
PeerJ Computer Science 8, e956, 2022
532022
Deep learning model for deep fake face recognition and detection
ST Suganthi, MUA Ayoobkhan, N Bacanin, K Venkatachalam, H Štěpán, ...
PeerJ Computer Science 8, e881, 2022
522022
Support vector machine and simple recurrent network based automatic sleep stage classification of fuzzy kernel
AJ Basha, BS Balaji, S Poornima, M Prathilothamai, K Venkatachalam
Journal of ambient intelligence and humanized computing 12, 6189-6197, 2021
512021
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Articles 1–20