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Title

Multi-Class Classification Framework for Brain Tumor MR Image Classification by Using Deep CNN with Grid-Search Hyper Parameter Optimization Algorithm

Author

Naveen Mukkapati and Dr. M S Anbarasi

Citation

Vol. 22  No. 4  pp. 101-110

Keywords

Multi-classification, CNN model, Grid search technic, Hyper parameter optimization


Title

Assessment of performance of machine learning based similarities calculated for different English translations of Holy Quran

Author

Norah Mohammad Al Ghamdi and Muhammad Badruddin Khan

Citation

Vol. 22  No. 4  pp. 111-118

Keywords

Text Mining, Semantic similarity, Human-annotated similarity, Cosine Similarity, Religious text, Holy Quran.


Title

Time Series Crime Prediction Using a Federated Machine Learning Model

Author

Mustafa Abdul Salam, Sanaa Taha, and Mohamed Ramadan

Citation

Vol. 22  No. 4  pp. 119-130

Keywords

Federated Learning (FL), Deep Learning, Tensor- Flow Federated (TFF), Keras, Data Privacy, Long Short-Term Memory (LSTM).


Title

Enhancement OLSR Routing Protocol using Particle Swarm Optimization (PSO) and Genrtic Algorithm (GA) in MANETS

Author

Udaya Kumar Addanki, Hemantha Kumar

Citation

Vol. 22  No. 4  pp. 131-138

Keywords

MANET, OLSR, Particle Swarm Optimization, Multipoint Relay, Genetic Algorithm.


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