| Description |
1 online resource (223 pages) |
| Series |
Advances in Intelligent Systems and Computing Ser. ; v. 1139 |
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Advances in intelligent systems and computing ; 1139.
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| Contents |
Intro -- Preface -- Contents -- About the Editors -- Exponential Adaptive Strategy in Spider Monkey Optimization Algorithm -- 1 Introduction -- 2 Spider Monkey Optimization Algorithm (SMOA) -- 2.1 Local Leader Stage (LLS) -- 2.2 Global Leader Stage (GLS) -- 2.3 Global Leader Learning Stage (GLLS) -- 2.4 Local Leader Learning Stage (LLLS) -- 2.5 Local Leader Decision Stage (LLDS) -- 2.6 Global Leader Decision Stage (GLDS) -- 3 Exponential Adaptive Strategy-Based SMOA -- 4 Discussion and Analysis -- 5 Conclusion -- References |
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Development of Fuzzy Knowledge-Based System for Water Quality Assessment in River Ganga -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 4 Implementation and Result Analysis -- 5 Conclusion and Future Scope -- References -- A Hybrid Framework for Fire Outbreak Detection Based on Interval Type-2 Fuzzy Logic and Flower Pollination Algorithm -- 1 Introduction -- 2 Related Literature -- 3 The Proposed Framework -- 4 The Flower Pollination Algorithm (FPA) -- 5 Interval Type-2 Fuzzy Logic for Fire Outbreak Detection -- 6 IT2FL-PFA Membership Function Encoding -- 7 Results -- 8 Conclusion |
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3 Array-Rewriting P System with Pure Context-Free Rules and (r/d) Mode of Derivation -- 4 Conclusion -- References -- Predictions of Weekly Slope Movements Using Moving-Average and Neural Network Methods: A Case Study in Chamoli, India -- 1 Introduction -- 2 Background -- 3 Study Area -- 4 Methodology -- 4.1 Data Preprocessing -- 4.2 Seasonal Autoregressive Integrated Moving Average -- 4.3 Multilayer Perceptron (MLP) -- 4.4 Long Short-Term Memory (LSTM) -- 4.5 Optimization of Model Parameters -- 5 Results -- 6 Discussion and Conclusions -- References |
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Two-Stage History Matching for Hydrology Models via Machine Learning -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Area -- 2.2 LUCICAT HydroM -- 2.3 Artificial Neural Network (ANN) -- 2.4 History Matching Methods -- 2.5 Simulation Settings -- 2.6 Simulation System -- 3 Result and Discussion -- 3.1 Performance of Proxy Models -- 3.2 History Matching Results -- 4 Conclusion -- References -- An Intelligent System for Diagnosis of Diabetic Retinopathy -- 1 Introduction -- 2 Literature Survey -- 3 Important Terminologies -- 4 Proposed Intelligent System for Diabetic Retinopathy (ISDR) |
| Summary |
This book features the outcomes of the 9th International Conference on Soft Computing for Problem Solving, SocProS 2019, which brought together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to identify potential future directions. The book presents the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers in areas such as algorithms (artificial immune systems, artificial neural networks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It is a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems that cannot easily be solved using traditional methods |
| Bibliography |
References-Using Convolutional Neural Networks to Predict Colon Cancer Patients Survival-1 Introduction-2 Materials and Methods-2.1 Data Set and Patient Cohorts-2.2 Training Neural Networks-2.3 Whole Slide Image Analysis-2.4 Quantification-2.5 Survival Analysis-3 Results-3.1 Tissue Region Classification-3.2 Whole Slide Image Analysis-3.3 Survival Analysis-4 Discussion and Conclusion-References-An Array pages System Based on a Variant of Pure 2D Context-Free Grammars-1 Introduction-2 Preliminaries |
| Notes |
4.1 Image Enhancement |
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Includes author index |
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Print version record |
| Subject |
Soft computing -- Congresses
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Soft computing
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| Genre/Form |
Electronic books
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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 |
Nagar, Atulya K.
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Deep, Kusum.
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Bansal, Jagdish Chand
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Das, Kedar Nath
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| ISBN |
9789811532870 |
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9811532877 |
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