Format:
1 online resource (792 pages)
Edition:
1st ed.
ISBN:
9789811948312
Series Statement:
Lecture Notes in Electrical Engineering Series v.925
Content:
Intro -- Contents -- About the Editors -- Firefly Algorithm and Deep Neural Network Approach for Intrusion Detection -- 1 Introduction -- 1.1 Research Goals and Contributions -- 1.2 Structure of the Paper -- 2 Theoretical Background and Literature Review -- 3 Proposed Method -- 3.1 Enhanced FA Metaheuristics -- 4 The eFA and DNN Framework for IDS Classification Experiments -- 5 Conclusion -- References -- Dimensionality Reduction Method for Early Detection of Dementia -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Materials and Subjects -- 3.2 Pre-processing -- 3.3 Feature Reduction -- 4 Result and Discussion -- 5 Conclusion -- References -- Prognostication in Retail World: Analysing Using Opinion Mining -- 1 Introduction -- 2 Literature Survey -- 3 Proposed Model -- 3.1 Sentimental Analysis -- 3.2 Classification Model -- 3.3 Techniques and Tools -- 4 Data -- 5 Evaluation Outcome -- 6 Conclusion -- References -- Impact of Resolution Techniques on Chlorophyll Fluorescence Wheat Images Using Classifier Models to Detect Nitrogen Deficiency -- 1 Introduction -- 2 Related Work -- 3 Experimental Setup -- 4 Results and Discussions -- 5 Conclusions -- References -- Exploring Practical Deep Learning Approaches for English-to-Hindi Image Caption Translation Using Transformers and Object Detectors -- 1 Background -- 2 Dataset, Methodology and Experimental Setup -- 2.1 Dataset -- 2.2 Experimental Setup -- 2.3 Pre-processing Dataset -- 2.4 Run-Time Data Handling -- 2.5 Training and Evaluation -- 3 Model Architectures and Configurations Tested -- 3.1 Class A (Seq2Seq Caption Translation) -- 3.2 Class B (Transformer Caption Translation) -- 3.3 Class C (Pre-trained Transformer Caption Translation) -- 4 Results -- 5 Comparison with Existing Work -- 6 Conclusion -- References.
Note:
Description based on publisher supplied metadata and other sources
Additional Edition:
9789811948305
Additional Edition:
Erscheint auch als Druck-Ausgabe 9789811948305
Language:
English
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