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Advances in Machine Learning and Big Data Analytics I : ICMLBDA 2023, NIT Arunachal Pradesh, India, May 29-30 / / edited by Ashokkumar Patel, Nishtha Kesswani, Madhusudhan Mishra, Preetisudha Meher
| Advances in Machine Learning and Big Data Analytics I : ICMLBDA 2023, NIT Arunachal Pradesh, India, May 29-30 / / edited by Ashokkumar Patel, Nishtha Kesswani, Madhusudhan Mishra, Preetisudha Meher |
| Autore | Patel Ashokkumar |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (870 pages) |
| Disciplina | 005.7 |
| Altri autori (Persone) |
KesswaniNishtha
MishraMadhusudhan MeherPreetisudha |
| Collana | Springer Proceedings in Mathematics & Statistics |
| Soggetto topico |
Mathematical statistics
Machine learning Quantitative research Artificial intelligence - Data processing Mathematical Statistics Machine Learning Data Analysis and Big Data Data Science Estadística matemàtica Aprenentatge automàtic Investigació quantitativa Intel·ligència artificial Processament de dades Mineria de dades |
| Soggetto genere / forma | Llibres electrònics |
| ISBN |
9783031513381
303151338X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Similarity Analysis of Protein Sequences with a New 3-D Graphical Representation Technique -- Enhanced Security and Robustness of Data Using Steganography -- A TTIG Based Deep Convolution Combined GAN and CLS for Text to Image Synthesis -- Smart Agricultural Greenhouse System: A Context-aware Application -- Improving Performance of Plant Disease Detection using YOLOv7 and YOLOv8 -- Detection of Congenital Heart Disease from Heart Sounds using 2DCNN-BiLSTM with Attention Mechanism -- Automated Reviewer Assignment Process using Machine Learning Technique -- A Method for Detecting Retinal Micro aneurysms in the Fundus Using CR-SF And RG-TF -- Pilot Super Resolution Network (PSRN) based Mango fruit Classification -- Performance Evaluation of Quality of Service (QoS) in Modified Ad hoc On-Demand Distance Vector (MAODV) Routing Protocol in Manets -- Minimize the Energy Consumption to Increase the Network Lifetime for Green IoT Environment -- Unveiling Hate Speech: Identifying Toxic Comments Targeting Women in Online Social Media Posts -- Identification of retinal fundus in diabetic patients using deep learning algorithms -- Smart Health Prediction Using Random Forest -- Vulnerability Assessment and Penetration Testing Using Parrot Operating System -- Assessing NSAID Threat Degree of Unfavorable Medical Reactions Using Machine Learning -- Searchable Encryption for Privacy Preserving with Fine Grained Access Control -- Classification for Disease Gene Association -- Machine Learning-Based Air Pollution Monitoring And Forecasting -- A Novel parasitic mushroom-like structure with high gain microstrip patch antenna for broadband applications -- Facial Emotion Recognition using Artificial Intelligence -- A Hybrid Machine Intelligence Demographic Feature Selection Approach to Improve Recommendation System in Social Domain -- An Exploratory Review of Machine Learning and Deep Learning Applications in Healthcare Management -- Bone Fracture Prediction using Machine Learning and Deep Learning Techniques -- Plant Disease Detection Using Modern Deep Learning Approach: YOLOv7 -- Analysis of the life insurance business performance based on COVID by using machine learning algorithms -- An Ensemble Model of Skin Disease Detection Using CNN and Transfer Learning -- Session Based News Recommendation System -- A Fusion-based Approach for Generating Image Captions -- Comparison of Machine Learning Algorithms for Detection of Stuttering in Speech -- The Evolutionary Impact of Pattern Recognition in Research Applications – A Wide Spectrum Survey -- Prediction of GATE Examination Clearance for Fresh Graduate Candidates: An Advanced Machine Learning Approach -- Foreseeing Worker Attrition Using Machine Learning -- Mouse Controlling Using Eyeball Action -- Power Quality Improvement by Using Shunt Hybrid Active Power Filter -- Integration of Renewable Energy Systems into utility grid: A review on Power Quality Issues, Mitigating devices and Control Algorithms -- Traffic Control System for Congestion Control and Ambulance Clearance -- QR Based Authentication for Login and Payment -- Smart Irrigation Watering System Using IoT -- IoT Based Transmission Line Multiple Fault Detection and Indication to Electricity Board -- Design Of Off Board Electric Vehicle Charger Using PV Array Through Matlab-Simulink -- Human stress detection in sleep mode compared with non-sleep mode using machine learning algorithms -- Medical Diagnosis Prediction using Deep Learning -- Detecting Hard Landing of Flights: E-Pilots -- Detection of Glaucoma Using MobileNet, XAI and IML -- Attainment Expedients of Markovian Heterogeneous Water Heaters in Queueing Models by Matrix Geometry Method -- Identification Of Medicinal Plants Using Inception V3 Model -- Smart Gardening Using Internet of Things -- Predictive Analytics of Blood Donor Risk Assessment Using Machine Learning Methods -- Risk Analysis of Covid-19 Patients Mortality Rate in Emergency Ward -- Machine Learning Classification Analysis on Leaf Disease Data -- Conversion of Type-2 Intuitionistic Fuzzy Sets into Interval-valued Intuitionistic Fuzzy Sets and its implementation in Decision Making -- A Framework for Secure Database and Similarity Comparison in Android -- A Comprehensive review and a Conceptual framework for predicting the position of the mobile sinks in Wireless sensor networks -- Brain Computer Interface for Multiple Applications Control -- Predicting Student Academic Performance using Machine Learning: A Comparison of Classification Algorithms -- A Novel Approach in Machine Learning for Solar Energy Prediction System -- Real-time Tomato Leaf Disease Detection and Diagnosis using Deep Learning-based Computer Vision Techniques -- Index. |
| Record Nr. | UNINA-9910983069003321 |
Patel Ashokkumar
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Machine Learning and Big Data Analytics II : ICMLBDA 2023, NIT Arunachal Pradesh, India, May 29-30
| Advances in Machine Learning and Big Data Analytics II : ICMLBDA 2023, NIT Arunachal Pradesh, India, May 29-30 |
| Autore | Patel Ashokkumar |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2025 |
| Descrizione fisica | 1 online resource (423 pages) |
| Altri autori (Persone) |
KesswaniNishtha
SambanaBosubabu |
| Collana | Springer Proceedings in Mathematics and Statistics Series |
| ISBN | 3-031-51342-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911028656503321 |
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Patel Ashokkumar
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| Cham : , : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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AI Applications in Cyber Security and Communication Networks : Proceedings of Ninth International Conference on Cyber Security, Privacy in Communication Networks (ICCS 2023) / / edited by Chaminda Hewage, Liqaa Nawaf, Nishtha Kesswani
| AI Applications in Cyber Security and Communication Networks : Proceedings of Ninth International Conference on Cyber Security, Privacy in Communication Networks (ICCS 2023) / / edited by Chaminda Hewage, Liqaa Nawaf, Nishtha Kesswani |
| Autore | Hewage Chaminda |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (546 pages) |
| Disciplina | 005.8 |
| Altri autori (Persone) |
NawafLiqaa
KesswaniNishtha |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Artificial intelligence Data protection Computational Intelligence Artificial Intelligence Data and Information Security |
| ISBN |
9789819739738
981973973X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Contents -- Editors and Contributors -- An RFP Dataset for Real, Fake, and Partially Fake Audio Detection -- 1 Introduction -- 2 The RFP Dataset -- 2.1 Real Audio Collection -- 2.2 Text-to-Speech Audio Generation -- 2.3 Voice Conversion (VC) Audio Generation -- 2.4 Audio with Noise Generation -- 2.5 Partial Fake (PF) Audio Generation -- 3 Dataset Composition -- 3.1 RFP Original Version -- 3.2 RFP Normalised Version -- 4 Experiments -- 4.1 ASVspoof 2021 Baseline -- 4.2 TSSDNet -- 4.3 RawGAT-ST -- 4.4 AASIST -- 5 Experiments Result -- 6 Conclusions and Future Developments -- References -- Evaluating Data Distribution Strategies in Federated Learning: A Trade-Off Analysis Between Privacy and Performance for IoT Security -- 1 Introduction -- 2 Related Works -- 3 IoT Device Security Using Federated Learning -- 3.1 Edge-IIoTset -- 3.2 CICIoT2023 -- 4 Experimentation and Results -- 4.1 Centralised Machine Learning |
| Record Nr. | UNINA-9910887811703321 |
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Hewage Chaminda
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| Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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AI Applications in Cyber Security and Privacy of Communication Networks : Proceedings of 10th International Conference on Cyber Security, Privacy in Communication Networks (ICCS 2024)
| AI Applications in Cyber Security and Privacy of Communication Networks : Proceedings of 10th International Conference on Cyber Security, Privacy in Communication Networks (ICCS 2024) |
| Autore | Hewage Chaminda E. R |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , 2025 |
| Descrizione fisica | 1 online resource (182 pages) |
| Altri autori (Persone) |
ZafarMohammad Haseeb
KesswaniNishtha |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 981-9674-00-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911022457603321 |
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Hewage Chaminda E. R
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| Singapore : , : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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AI Technologies for Information Systems and Management Science : Proceedings of the 7th International Conference on Information Systems and Management Science (ISMS) 2024 / / edited by Lalit Garg, Nishtha Kesswani, Imene Brigui
| AI Technologies for Information Systems and Management Science : Proceedings of the 7th International Conference on Information Systems and Management Science (ISMS) 2024 / / edited by Lalit Garg, Nishtha Kesswani, Imene Brigui |
| Autore | Garg Lalit |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (1045 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
KesswaniNishtha
BriguiImene |
| Collana | Lecture Notes in Networks and Systems |
| Soggetto topico |
Computational intelligence
Engineering - Data processing Management Computational Intelligence Data Engineering |
| ISBN | 3-031-95017-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911020413303321 |
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Garg Lalit
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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AI Technologies for Information Systems and Management Science : Proceedings of 6th International Conference on Information Systems and Management Science (ISMS) 2023 - Volume 1
| AI Technologies for Information Systems and Management Science : Proceedings of 6th International Conference on Information Systems and Management Science (ISMS) 2023 - Volume 1 |
| Autore | Garg Lalit |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (572 pages) |
| Altri autori (Persone) |
KesswaniNishtha
BriguiImene DewanganBhupesh Kr ShuklaR. N SisodiaDilip Singh |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 9783031664106 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910896189903321 |
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Garg Lalit
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| Cham : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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AI Technologies for Information Systems and Management Science : Proceedings of 6th International Conference on Information Systems and Management Science (ISMS) 2023 - Volume 2
| AI Technologies for Information Systems and Management Science : Proceedings of 6th International Conference on Information Systems and Management Science (ISMS) 2023 - Volume 2 |
| Autore | Garg Lalit |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (526 pages) |
| Disciplina | 658.4038011 |
| Altri autori (Persone) |
SisodiaDilip Singh
DewanganBhupesh Kr ShuklaR. N KesswaniNishtha BriguiImene |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-70789-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910897987603321 |
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Garg Lalit
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| Cham : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applications of Computational Intelligence in Management & Mathematics : 8th ICCM, Nirjuli, AP, India, July 29–30, 2022 / / edited by Madhusudhan Mishra, Nishtha Kesswani, Imene Brigui
| Applications of Computational Intelligence in Management & Mathematics : 8th ICCM, Nirjuli, AP, India, July 29–30, 2022 / / edited by Madhusudhan Mishra, Nishtha Kesswani, Imene Brigui |
| Autore | Mishra Madhusudhan |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (354 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
KesswaniNishtha
BriguiImene |
| Collana | Springer Proceedings in Mathematics & Statistics |
| Soggetto topico |
Mathematical statistics
Neural networks (Computer science) Computational intelligence Mathematical Statistics Mathematical Models of Cognitive Processes and Neural Networks Computational Intelligence |
| ISBN | 3-031-25194-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Development of Energy Efficient Routing Protocol for Lifespan Optimization in Wireless Sensor Networks (EERP) (A. Yadav) -- Sentiment Analysis using Social Media and Product Reviews (S. Kumar) -- A Stable Model for Learning and Memorization in Over-Parameterized Networks (S. Kumar) -- Analysis of Depth Sensing & Lane Detection Algorithms for Advanced Driver Assistance Systems (S. Mondal) -- Implementation Of E-Commerce Application with Analytics (Pooja M R) -- A Survey on the latest intrusions & their detection systems in IoT-based networks (S. Majumder) -- Design and analysis of Z-Source Inverter with Maximum Constant Boost Control Method (S. Sonar) -- SPV/Wind Energy-based Hybrid Grid-Connected System with Optimum Power Flow Operation (S. Rauth) -- A Study on Benchmarks for Ectopic Pregnancy Classification using Deep Learning Based on Risk Criteria (L. Suresh) -- An ontology-based approach for making smart suggestions based on sequence-based context modeling anddeep learning classifications (S. Cheriyan) -- Simulation of GA Based Harmonics Elimination in CHMLI using DTC for Dynamic load (A. Sharma) -- Discussing the future perspective of Machine learning and Artificial Intelligence in COVID-19 Vaccination: A review (R. Roy) -- Embedded Platform based Heart Lung Sounds Separation using Variational Mode Decomposition (M. Mishra) -- MIMO- Modulation Schemes for Visible Light Communication in Indoor Scenarios (V. Vakamullu) -- Image Resampling Forensics: A Review on Techniques for Image Authentication (V. Kadha) -- The Impact of Perceived Justice and Customer Trust on Customer Loyalty (A. S. Rao) -- Performance analysis of wind diesel generation with three phase fault (A. Sharma) -- C-RPI : Cluster based Rendezvous Point Identification and Mobile Sink based data collection in LR-WPAN (Jayalekshmi S) -- Effect of Weather on COVID-19 pandemic in North East India (P. Das) -- A comparative study on the performance of Soft Computing models in the prediction of Orthopedic disease in the environment of Internet of Things (J. P. Choudhury) -- Maximization of Active Power Delivery in WECS Using BDFRG (M Paul) -- Identification and Detection of Credit Card Frauds Using CNN (Nalayini C M) -- Different degradation modes of field deployed Photovoltaic modules: A literature review (P. Das) -- Impact of Security Attacks on Spectrum Allocation in Cognitive Radio Networks (W. Singh) -- Human Activity Detection Using Attention Based Deep Network (M. Kumar) -- Software Vulnerability classification Using Learning Techniques (B. Verma) -- Service Recovery: Past, Present, and Future (A. S. Rao) -- An in-depth accessibility analysis of top online shopping websites (N Kesswani). |
| Record Nr. | UNINA-9910728949603321 |
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Mishra Madhusudhan
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applications of Computational Intelligence in Management and Mathematics I : 9th ICCM 2023, NERIST, Arunachal Pradesh, India, August 04-05 / / edited by Frank Lin, Imene Brigui, Nishtha Kesswani, Madhusudhan Mishra, Ashok Ray
| Applications of Computational Intelligence in Management and Mathematics I : 9th ICCM 2023, NERIST, Arunachal Pradesh, India, August 04-05 / / edited by Frank Lin, Imene Brigui, Nishtha Kesswani, Madhusudhan Mishra, Ashok Ray |
| Autore | Lin Frank |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (727 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
BriguiImene
KesswaniNishtha MishraMadhusudhan RayAshok |
| Collana | Springer Proceedings in Mathematics & Statistics |
| Soggetto topico |
Mathematics - Data processing
Computer science - Mathematics Computational Mathematics and Numerical Analysis Mathematics of Computing |
| ISBN | 3-031-84517-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface -- Fixed point theorems on B_n- metric space -- IOT Univariate and Multivariate Time-Series Data Anomaly Detection: A Literature Review -- Estimate long-term and short-term coastline changes :a case study of Kakinada Coast, Southeast coast of India -- Machine Learning in Small- and Medium-Sized Enterprises Knowledge Management: An Overview of the Latest Trends -- Leveraging Machine Learning Algorithms for Accurate Solar PV Power Prediction in Real Time -- Real-Time Conversion of American Sign Language Using Convolutional Neural Network -- RDTP: Reliable Delay Time Protocolwith Duty-Cycle Optimization in 6LoWPAN-WBAN -- XLNet-LSTM: A Hybrid Architecture for Efficient MOOCs Evaluation using Deep Transfer Learning -- Empowering the Next Generation of Wireless Networks: Advanced Machine Learning Techniques for 5G and Beyond -- An Investigative Study on Anomaly Detection Techniques Utilizing Interactive Language Models -- A Survey on Customized Algorithm Approach for Solving Non-Convex Optimization Problems in Machine Learning -- A Comparative Study of Outlier Detection Algorithms in Diabetes -- An Application of Gradient Boosting in Laptop Price Prediction -- Metrics Evaluation on Fake News Detection Using Machine Learning Models -- An Optimized CNN-Based Approach for Efficient Object Detection Using YOLO -- Network Intrusion Detection System Using Gradient Boosting Algorithm -- Effective Water Quality Prediction Using Random Forest Algorithm -- A Comparative Study for Predicting Airline Passenger Satisfaction -- Exploring Ensemble Methods for Spam Classification -- Enhancing Security Through Trust Evaluation Using Hidden Markov Model in VANETs -- A Trusted Routing Scheme using Reinforcement Model in Mobile Adhoc Networks -- Detecting Monkeypox Skin Lesions with Deep Learning: A Promising Approach for Early Diagnosis -- Human Verification System using Neural Networks -- Ganvolution: Image Generation Using Generative Adversarial Networks -- Drone Detection System Using Image Processing -- Index. |
| Record Nr. | UNINA-9911022352703321 |
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Lin Frank
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applications of Computational Intelligence in Management and Mathematics II : 9th ICCM 2023, NERIST, Arunachal Pradesh, India, August 04-05 / / edited by Frank Lin, Ashok Patel, Nishtha Kesswani, Bosubabu Sambana
| Applications of Computational Intelligence in Management and Mathematics II : 9th ICCM 2023, NERIST, Arunachal Pradesh, India, August 04-05 / / edited by Frank Lin, Ashok Patel, Nishtha Kesswani, Bosubabu Sambana |
| Autore | Lin Frank |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (664 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
PatelAshok
KesswaniNishtha SambanaBosubabu |
| Collana | Springer Proceedings in Mathematics & Statistics |
| Soggetto topico |
Computer science - Mathematics
Computer science Mathematics of Computing Theory of Computation |
| ISBN | 3-031-84513-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911022465803321 |
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Lin Frank
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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