| Description |
1 online resource (879 p.) |
| Series |
Lecture notes in electrical engineering ; v. 997 |
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Lecture notes in electrical engineering ; v. 997.
|
| Contents |
Intro -- About the Editors -- Contents -- On Diverse and Serendipitous Item Recommendation: A Reinforced Similarity and Multi-objective Optimization-Based Composite Recommendation Framework -- 1 Introduction -- 2 Related Work -- 2.1 End-User Personalized Traditional Recommendation System -- 2.2 Multi-Objective Recommendation Model -- 2.3 Motivation -- 3 Proposed Multi-stakeholder Recommendation Model -- 3.1 The Proposed Multi-objective Recommendation Framework (MORF) -- 3.2 Reinforced Similarity-Based Rating Prediction -- 3.3 Objective Functions -- 3.4 Evaluation Metrics -- 4 Experiments |
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4.1 Experimental Data -- 4.2 Competing Algorithm -- 4.3 Experimental Results Analysis and Discussion -- 5 Conclusion -- References -- Comparative Analysis of Node-Dependent and Node-Independent Graph Matrices for Brain Connectivity Network -- 1 Introduction -- 2 Methodology -- 2.1 Dataset -- 2.2 Brain Connectivity Network -- 2.3 Distance and Similarity Measures Calculation -- 3 Results -- 4 Conclusion and Future Scope -- References -- Facial Expression Recognition from Low Resolution Facial Segments Using Pre-trained Networks -- 1 Introduction -- 2 Related Work -- 3 Database and Pre-processing |
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3.1 Reduction in Spatial Resolution -- 4 Proposed Methodology -- 4.1 Spatial Exploitation-Based CNN (SEB-CNN) -- 4.2 Depth-Based CNN (DB-CNN) -- 4.3 Channel Exploitation-Based CNN (CEB-CNN) -- 5 Results -- 5.1 Results of SEB-CNN, DB-CNN and CEB-CNN on Full Face Low Resolution Images -- 5.2 Results of SEB-CNN, DB-CNN and CEB-CNN on Half Face Low Resolution Images -- 5.3 Results of SEB-CNN, DB-CNN and CEB-CNN on Quarter Face Low Resolution Images -- 6 Conclusion and Future Scope -- References -- Design and Analysis of Quad Element UWB MIMO Antenna with Mutual Coupling Reduction Techniques |
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1 Introduction -- 2 Antenna Design -- 3 Mimo System Design -- 3.1 Double-Sided MIMO Antenna -- 3.2 Decoupling Structure Technique -- 3.3 Neutralization Line Technique -- 3.4 Ground Plane Stub -- 4 Results Ad Discussion -- 5 Conclusion -- References -- Enhancing Agricultural Outcome with Multiple Crop Recommendations Using Sequential Forward Feature Selection -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Dimensionality Reduction -- 3.2 Feature Subset Identification -- 3.3 Crop Prediction -- 4 Experimental Results and Discussion -- 5 Multi Crop Recommendation -- 6 Comparison |
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7 Conclusion and Future Enhancement -- References -- Kernel-Level Pruning for CNN -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Result and Analysis -- 5 Conclusion and Future Work -- References -- Linear Regression Model for Predicting Virtual Machine Consolidation Within the Cloud Data Centers (LrmP_VMC) -- 1 Introduction -- 2 Related Work -- 3 Design and Implementation -- 3.1 Overall Design -- 3.2 Architecture Diagram -- 3.3 Power Model -- 3.4 Evaluation and Selection -- 3.5 The Overall Proposed Algorithm -- 4 Simulation and Experimental Results -- 4.1 Experimental Setup |
| Summary |
This book comprises the proceedings of the 4th International Conference on Machine Intelligence and Signal Processing (MISP2022). The contents of this book focus on research advancements in machine intelligence, signal processing, and applications. The book covers the real-time challenges involved while processing big data analytics and stream processing with the integration of smart data computing services and interconnectivity. It also includes the progress in signal processing to process the normal and abnormal categories of real-world signals such as signals generated from IoT devices, smart systems, speech, and videos and involves biomedical signal processing: electrocardiogram (ECG), electroencephalogram (EEG), magnetoencephalography (MEG), electromyogram (EMG), etc. This book proves a valuable resource for those in academia and industry |
| Analysis |
Artificial Intelligence |
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Engineering |
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Computers |
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Technology & Engineering |
| Notes |
4.2 Evaluation Metrics |
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Online resource; title from PDF title page (SpringerLink, viewed June 13, 2023) |
| Subject |
Machine learning -- Congresses
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Signal processing -- Congresses
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Machine learning
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Signal processing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Sisodia, Dilip Singh, 1977-
|
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Garg, Lalit, 1977-
|
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Pachori, Ram Bilas, 1979-
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Tanveer, Mohammad,
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| ISBN |
9789819900855 |
|
9819900859 |
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