Kooperativer Bibliotheksverbund

UID:

Format: 1 Online-Ressource (XXII, 763 p. 372 illus., 269 illus. in color)

Edition: 1st ed. 2021

ISBN: 9783030845292

Series Statement: Information Systems and Applications, incl. Internet/Web, and HCI 12837

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84528-5

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84530-8

Language: English

Keywords: Konferenzschrift

DOI: 10.1007/978-3-030-84529-2

URL: Volltext  (URL des Erstveröffentlichers)

URL: lizenzpflichtig

UID:

Format: 1 Online-Ressource (XXXVI, 889 p. 462 illus., 337 illus. in color)

Edition: 1st ed. 2021

ISBN: 9783030845223

Series Statement: Information Systems and Applications, incl. Internet/Web, and HCI 12836

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84521-6

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84523-0

Language: English

Keywords: Konferenzschrift

DOI: 10.1007/978-3-030-84522-3

URL: Volltext  (URL des Erstveröffentlichers)

URL: lizenzpflichtig

UID:

Format: 1 Online-Ressource (XXII, 669 p. 274 illus., 186 illus. in color)

Edition: 1st ed. 2021

ISBN: 9783030845322

Series Statement: Lecture Notes in Artificial Intelligence 12838

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84531-5

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84533-9

Language: English

Keywords: Konferenzschrift

DOI: 10.1007/978-3-030-84532-2

URL: Volltext  (URL des Erstveröffentlichers)

URL: lizenzpflichtig

UID:

Format: XXII, 669 p. 274 illus., 186 illus. in color. , online resource.

Edition: 1st ed. 2021.

ISBN: 9783030845322

Series Statement: Lecture Notes in Artificial Intelligence ; 12838

Content: This two-volume set of LNCS 12836 and LNCS 12837 constitutes - in conjunction with the volume LNAI 12838 - the refereed proceedings of the 17th International Conference on Intelligent Computing, ICIC 2021, held in Shenzhen, China in August 2021. The 192 full papers of the three proceedings volumes were carefully reviewed and selected from 458 submissions. The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is "Advanced Intelligent Computing Methodologies and Applications." The papers are organized in the following subsections: Artificial Intelligence in Real World Applications, Biomedical Informatics Theory and Methods, Complex Diseases Informatics, Gene Regulation Modeling and Analysis, Intelligent Computing in Computational Biology, and Protein Structure and Function Prediction.

Note: Artificial Intelligence in Real World Applications -- Task-oriented Snapshot Network Construction of Stock Market -- Analysis of elimination algorithm based on curve self-intersection -- Towards AI-based Reaction and Mitigation for e-commerce - the ENSURESEC Engine -- Arabic Light Stemmer Based on ISRI Stemmer -- Biomedical Informatics Theory and Methods -- Predicting miRNA-disease associations via a new MeSH headings representation of diseases and eXtreme Gradient Boosting -- Social Media Adverse Drug Reaction Detection based on Bi-LSTM with Multi-head Attention Mechanism -- HOMC: a hierarchical clustering algorithm based on optimal low rank matrix completion for single cell analysis -- mzMD: A new storage and retrieval system for mass spectrometry data -- Drug-target Interaction Prediction via Multiple Output Graph Convolutional Networks -- Inversion of k-nearest neighbours algorithm for extracting SNPs discriminating human populations -- ComPAT: a comprehensive pathway analysis tools -- Incorporating Knowledge Base for Deep Classification of Fetal Heart Rate -- Review of methods for data collection experiments with people with dementia and the impact of COVID-19 -- KGRN: Knowledge Graph Relational Path Network for Target Prediction of TCM Prescriptions -- Challenges in data capturing and collection for physiological detection of dementia-related difficulties and proposed solutions -- Exploring multi-scale temporal and spectral CSP feature for multi-class motion imagination task classification -- Gingivitis detection by Wavelet Energy Entropy and Linear Regression Classifier -- Decomposition-and-Fusion Network for HE-stained Pathological Image Classification -- Complex Diseases Informatics -- A novel approach for predicting microbe-disease associations by structural perturbation method -- A reinforcement learning-Based model for Human microRNA-disease association prediction -- Delineating QSAR descriptors to explore the inherent properties of naturally occurring polyphenols, responsible for alpha-synuclein amyloid disaggregation scheming towards effective therapeutics against Parkinson's disorder -- Study on the mechanism of Cistanche in the treatment of colorectal cancer based on network pharmacology -- A Novel Hybrid Machine Learning Approach Using Deep Learning for the Prediction of Alzheimer Disease Using Genome Data -- Prediction of Heart Disease Probability Based on Various Body Function -- Classification of Pulmonary Diseases from X-ray Images Using a Convolutional Neural Network -- Predicting lncRNA-disease associations based on tensor decomposition method -- AI in Skin Cancer Detection -- MiRNA-Disease Associations Prediction based on Neural Tensor Decomposition -- Gene Regulation Modeling and Analysis -- SHDC: A Method of Similarity Measurement Using Heat Kernel based on Denoising for Clustering scRNA-seq Data -- Research on RNA Secondary Structure Prediction Based on MLP -- Inference of Gene Regulatory Network from Time Series Expression Data by Combining Local Geometric Similarity and Multivariate Regression -- Deep Convolution Recurrent Neural Network for Predicting RNA-Protein Binding Preference in mRNA UTR region -- Joint Association Analysis Method to Predict Genes Related to Liver Cancer -- A Hybrid Deep Neural Network for the Prediction of in-vivo Protein-DNA Binding by combining multiple-instance learning -- Using deep learning to predict transcription factor binding sites combining raw DNA sequence, evolutionary information and epigenomic data -- An abnormal gene detection method based on Selene -- A method for constructing an integrative network of competing endogenous RNAs -- Intelligent Computing in Computational Biology -- Detection of Drug-drug Interactions through Knowledge Graph Integrating Multi-attention with Capsule Network -- SCEC: A Novel Single-Cell Classification Method Based on Cell-Pair Ensemble Learning -- ICNNMDA: An Improved Convolutional Neural Network for Predicting miRNA-disease Associations -- DNA-GCN: Graph convolutional networks for predicting DNA-protein binding -- Weighted Nonnegative Matrix Factorization based on Multi-Source Fusion Information for Predicting CircRNA-Disease Associations -- ScSSC: semi-supervised single cell clustering based on 2D embedding -- SNEMO: Spectral Clustering Based on the Neighborhood for Multi-omics Data -- Covid-19 detection by Wavelet Entropy and Jaya -- An ensemble learning algorithm for predicting HIV-1 protease cleavage sites -- RWRNCP: Random Walking with Restart based Network Consistency Projection for Predicting miRNA-disease Association -- MELPMDA: A New Method Based on Matrix Enhancement and Label Propagation for Predicting miRNA-disease Association -- Prognostic prediction for non-small-cell lung cancer based on deep neural network and multimodal data -- Drug-Target Interactions Prediction with Feature Extraction Strategy Based on Graph Neural Network -- CNNEMS: Using Convolutional Neural Networks to Predict Drug-Target Interactions by Combining Protein Evolution and Molecular Structures Information -- A multi-graph deep learning model for predicting drug-disease associations -- Predicting Drug-disease Associations Based on Network Consistency Projection -- An efficient computational method to predict drug-target interactions utilizing matrix completion and linear optimization method -- Protein Structure and Function Prediction -- Protein-Protein Interaction Prediction by Integrating Sequence Information and Heterogeneous Network Representation -- DNA-Binding Protein Prediction Based on Deep Learning Feature Fusion -- Membrane Protein identification via multiple kernel fuzzy SVM -- Golgi Protein Prediction with Deep Forest -- Prediction of protein-protein interaction based on deep learning feature representation and random forest.-.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783030845315

Additional Edition: Printed edition: ISBN 9783030845339

Language: English

DOI: 10.1007/978-3-030-84532-2

URL: https://doi.org/10.1007/978-3-030-84532-2

UID:

Format: XXXVI, 889 p. 462 illus., 337 illus. in color. , online resource.

Edition: 1st ed. 2021.

ISBN: 9783030845223

Series Statement: Information Systems and Applications, incl. Internet/Web, and HCI ; 12836

Content: This two-volume set of LNCS 12836 and LNCS 12837 constitutes - in conjunction with the volume LNAI 12838 - the refereed proceedings of the 17th International Conference on Intelligent Computing, ICIC 2021, held in Shenzhen, China in August 2021. The 192 full papers of the three proceedings volumes were carefully reviewed and selected from 458 submissions. The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is "Advanced Intelligent Computing Methodologies and Applications." The papers are organized in the following subsections: Evolutionary Computation and Learning, Image and signal Processing, Information Security, Neural Networks, Pattern Recognition Swarm Intelligence and Optimization, and Virtual Reality and Human-Computer Interaction.

Note: Evolutionary Computation and Learning -- Multi-Objective Optimization-Based Task Offloading and Power Control for Mobile Edge Computing -- An Evolutionary Neuron Model with Dendritic Computation for Classification and Prediction -- An Improved Genetic Algorithm for Distributed Job Shop Scheduling Problem -- An improved teaching-learning-based optimization for multitask optimization problems -- Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction -- An Efficient Competitive Swarm Optimizer for Solving Large-Scale Multi-objective Optimization Problems -- KGT: An Application Mapping Algorithm Based on Kernighan-Lin Partition and Genetic Algorithm for WK-recursive NoC Architecture -- Evolutionary Algorithms for Applications of Biological Networks: A Review -- Computational prediction of protein-protein interactions in plants using only sequence information -- Image and signal Processing -- A Diabetic Retinopathy Classification Method Based on Novel Attention Mechanism -- A Comparable Study on Dimensionality Reduction Methods for Endmember Extraction -- Hyperspectral image classification with locally linear embedding, 2D spatial filtering and SVM -- A Hierarchical Retrieval Method Based on Hash Table for Audio Fingerprinting -- Automatic extraction of document information based on OCR and image registration technology -- Using Simplified Slime Mould Algorithm for Wireless Sensor Network Coverage Problem -- Super-large medical image storage and display technology based on concentrated points of interest -- Person Re-Identification Based on Hash -- A robust and automatic recognition method of pointer instruments in power system -- Partial Distillation of Deep Feature for Unsupervised Image Anomaly Detection and Segmentation -- Speech Recognition Method For Home Service Robots Based On CLSTM-HMM Hybrid Acoustic Model -- Serialized Local Feature Representation Learning for Infrared-Visible Person Re-identification -- A Novel Decision Mechanism for Image Edge Detection -- Rapid Earthquake Assessment from Satellite Imagery using RPN and Yolo v3 -- Attention-based Deep Multi-Scale Network for Plant Leaf Recognition -- Information Security -- Short Video Users' Personal Privacy Leakage and Protection Measures -- An Efficient Video Steganography Method Based on HEVC 326 -- Analysis on the Application of Blockchain Technology in Ideological and Political Education in Universities -- Parallel Security Video Streaming in Cloud Server Environment -- An Efficient Video Steganography Scheme for Data Protection in H.265/HEVC -- A Robust Lossless Steganography Method Based on H.264/AVC -- Research on Application of Blockchain Technology in Higher Education in China -- Neural Networks -- Multi-Class Text Classification Model Based on Weighted Word Vector and BiLSTM-Attention Optimization -- Fault Diagnosis Based on Unsupervised Neural Network in Tennessee Eastman process -- Constraint Interpretable Double Parallel Neural Network and Its Applications in the Petroleum Industry -- Alcoholism detection via 5-layer customized convolution neural network -- A heterogeneous 1D convolutional architecture for urban photovoltaic estimation -- Adversarial attacks and defenses in deep learning: A survey -- Pattern Recognition -- Fine-Grained Recognition of Crop Pests Based on Capsule Network with Attention Mechanism -- Small Object recognition based on the Generative Adversarial Network and Multi-Instance Learning -- Deep Learning Based Semantic Page Segmentation of Document Images in Chinese and English -- Non-central Student-t Mixture of Student-t Processes for Robust Regression and Prediction -- Multi-Class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features -- Plant Leaf Recognition Network Based on Fine-grained visual classification -- Anomaly Detection based on Video Prediction and Latent Space constraints -- A Robust Distance Regularized Potential Function for Level Set Image Segmentation -- Label Similarity Based Graph Network for Badminton Activity Recognition -- MITT: Musical Instrument Timbre Transfer based on the Multichannel Attention-Guided Mechanism -- Classification of benign-malignant pulmonary nodules based on multi-view improved dense network -- Deep Convolution Neural Network Based Research on Recognition of Mine Vehicle Head and Tail -- Compact Finite-State Super Transducers for Grapheme-to-Phoneme Conversion in Highly Inflected Languages -- Swarm Intelligence and Optimization -- An improved SMA algorithm for solving global optimization problems -- An Improved Chicken Swarm Optimization Algorithm with Fireworks Factor -- An Improved Lagrangian Relaxation Algorithm for Solving the Lower Bound of Production Logistics -- Multidimensional Estimation of Distribution Algorithm for Distributed No-Wait Flow-Shop Scheduling Problem with Sequence-Independent Setup Times and Release Dates -- Hybrid whale optimization algorithm for solving green open vehicle routing problem with time windows -- Hybrid Grey Wolf Optimizer for Vehicle Routing Problem with Multiple Time Windows -- Spatial prediction of stock opening price based on improved whale optimized twin support vector regression -- Channel Assignment Algorithm Based on Discrete BFO for Wireless Monitoring Networks -- A multi-objective particle swarm optimization algorithm embedded with maximum fitness function for dual-resources constrained flexible job shop scheduling -- An Improved Firefly Algorithm for Generalized Traveling Salesman Problem -- Virtual Reality and Human-Computer Interaction -- User study on an online-training system of activity in daily life for the visually impaired -- Person Property Estimation based on 2D LiDAR Data using Deep Neural Network -- Detection of Pointing Position by Omnidirectional Camera -- Optimization of Low-speed Dual Rotor Axial Flux Generator Design through Electromagnetic Modelling and Simulation -- A Lightweight Attention Fusion Module for Multi-Sensor 3-D Object Detection -- Regression-Aware Classification Feature for Pedestrian Detection and Tracking in Video Surveillance Systems -- Efficient Face Detector Using Spatial Attention Module in Real-time Application on an Edge Device -- Non-tactile Thumb Tip Measurement System for Encouraging Rehabilitation After Surgery -- Real-time Prediction of Future 3D Pose of Person using RGB-D camera for Personalized Services -- ROS2-based Distributed System Implementation for Logging Indoor Human Activities -- The Virtual Camera Path in 3D Animation.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783030845216

Additional Edition: Printed edition: ISBN 9783030845230

Language: English

DOI: 10.1007/978-3-030-84522-3

URL: https://doi.org/10.1007/978-3-030-84522-3

UID:

Format: XXII, 763 p. 372 illus., 269 illus. in color. , online resource.

Edition: 1st ed. 2021.

ISBN: 9783030845292

Series Statement: Information Systems and Applications, incl. Internet/Web, and HCI ; 12837

Content: This two-volume set of LNCS 12836 and LNCS 12837 constitutes - in conjunction with the volume LNAI 12838 - the refereed proceedings of the 17th International Conference on Intelligent Computing, ICIC 2021, held in Shenzhen, China in August 2021. The 192 full papers of the three proceedings volumes were carefully reviewed and selected from 458 submissions. The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is "Advanced Intelligent Computing Methodologies and Applications." The papers are organized in the following subsections: Intelligent Computing in Computer Vision, Intelligent Control and Automation, Intelligent Modeling Technologies for Smart Cities, Machine Learning, and Theoretical Computational Intelligence and Applications.

Note: Intelligent Computing in Computer Vision -- BIDGAN: Blind Image Deblurring with Improved CycleGAN and Frequency Filtering -- Emotional interaction computing of actors in the mass incidents -- Multi Spatial Convolution Block for Lane Lines Semantic Segmentation -- VISFF: An Approach for Video Summarization Based on Feature Fusion -- Understanding Safety Based on Urban Perception -- Recognition of Multiple Panamanian Watermelon Varieties Based on Feature Extraction Analysis -- Javier E. Sánchez-Galán, Anel Henry, Fatima Rangel, Emmy Sáez, Kang-Hyun Jo and Danilo Cáceres-Hernández -- STDA-inf: Style Transfer for Data Augmentation Through In-data Training and Fusion Inference -- Abnormal Driving Detection Based on Human Pose Estimation and Facial Key Points Detection -- Uncertainty-guided pixel-level contrastive learning for biomarker segmentation in OCT images -- Wall-following Navigation for Mobile Robot Based on Random Forest and Genetic Algorithm -- A study of algorithms for controlling the precision of bandwidth in EMI pre-testing -- Intelligent Control and Automation -- Flight Control for 6-DOF Quadrotor via Sliding Mode Integral Filter -- An Enhanced Finite-Control-Set Model Predictive Control Strategy for PWM Rectifiers with Filter Inductance Mismatch -- Deep Integration Navigation Technique Based on Strong Tracking UKF Algorithm -- The Application of Theoretical Variance#1 Method and Lifting Wavelet for Optic Gyroscopes -- Proposing a Novel Fixed-Time Non-Singular Terminal Sliding Mode Surface for Motion Tracking Control of Robot Manipulators -- A Neural Terminal Sliding Mode Control for tracking control of robotic manipulators in uncertain dynamical environments -- Fuzzy PID Controller for Accurate Power Sharing and Voltage Restoration in DC Microgrids -- Sensor-less Contact Force Estimation in Physical Human-Robot Interaction -- Model-Free Continuous Fuzzy Terminal Sliding Mode Control for Second-Order Nonlinear Systems -- Deep Q-learning with Explainable and Transferable Domain Rules -- Influence of interference and noise on indoor localization systems -- Exploration of Smart Medical Technology based on Intelligent Computing Methods -- Blockchain Based Trusted Identity Authentication in Ubiquitous Power Internet of Things -- Intelligent Modeling Technologies for Smart Cities -- A YOLOv3-based Learning Strategy for Vehicle-Thrown-Waste Identification -- Research on Chinese Word Segmentation Based on Conditional Random Fields -- Knowledge Discovery and Data Mining -- Financial Distress Detection and Interpretation with Semi-supervised System -- Solving online food delivery problem via an effective hybrid algorithm with intelligent batching strategy -- Graph Semantics Based Neighboring Attentional Entity Alignment for Knowledge Graphs -- An Improved CF tree Clustering Based on Tissue-Like P System -- Classification method of power consumption periods based on typical daily load curve -- A data processing method for load data of electric boiler with heat reservoir -- Aggregate model for power load forecasting based on conditional autoencoder -- Geographical Entity Community Discovery Based on Semantic Similarity -- Many-to-many Chinese ICD-9 Terminology Standardization based on Neural Networks -- Chinese Word Sense Disambiguation Based on Classification -- Research on the Authorship of Dream of the Red Chamber Based on Link Prediction -- Span Representation Generation Method in Entity-Relation Joint Extraction -- Machine Learning -- Prediction of Railway Freight Customer Churn Based on Deep Forest -- Multi-View of Data for Auto Judge Model in Online Dispute Resolution -- Multi-Task Learning with Riemannian Optimization -- Audio-Visual Salient Object Detection -- Research on Deep Neural Network Model Compression Based on Quantification Pruning and Huffmann Encoding -- Extreme Learning Machine Based on Double Kernel Risk-Sensitive Loss for Cancer Samples Classification -- Delay to Group in Food Delivery System: A Prediction Approach -- Variational EM Algorithm for Student-Mixtures of Gaussian Processes -- Ensemble learning with resampling for imbalanced data -- Dual-channel recalibration and feature fusion method for liver image classification -- Research on Path Planning Algorithm for Mobile Robot Based on Improved Reinforcement Learning -- OnSum: Extractive Single Document Summarization Using Ordered Neuron LSTM -- Diagnosing COVID-19 on Limited Data: A Comparative Study of Machine Learning Methods -- An Inverse QSAR Method Based on Decision Tree and Integer Programming -- A Link-Based Ensemble Cluster Approach for Identifica-tion of cell types -- A defect detection method for diverse texture fabric based on CenterNet -- Accelerating Deep Reinforcement Learning via Hierarchical State Encoding with ELMs -- Mal PCASVM: Malonylation Residues Classification with principal component analysis Support Vector Machine -- Theoretical Computational Intelligence and Applications -- The influence of sliding windows based on MM-6mAPred to identify DNA N6-methyladenine -- RF Bert: A classification model of Golgi apparatus based on TAPE_BERT extraction features -- PointPAVGG: An incremental algorithm for Extraction of Points' Positional feature using VGG on Point Clouds -- Predicting Course Score for Undergrade Students using Neural Networks -- Classification of heart sounds using MFCC and CNN.

In: Springer Nature eBook

Additional Edition: Printed edition: ISBN 9783030845285

Additional Edition: Printed edition: ISBN 9783030845308

Language: English

DOI: 10.1007/978-3-030-84529-2

URL: https://doi.org/10.1007/978-3-030-84529-2

UID:

Format: 1 Online-Ressource (XXXVI, 889 p. 462 illus., 337 illus. in color).

Edition: 1st ed. 2021

ISBN: 978-3-030-84522-3

Series Statement: Information Systems and Applications, incl. Internet/Web, and HCI 12836

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84521-6

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84523-0

Language: English

Keywords: Konferenzschrift

DOI: 10.1007/978-3-030-84522-3

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 Online-Ressource (XXII, 763 p. 372 illus., 269 illus. in color).

Edition: 1st ed. 2021

ISBN: 978-3-030-84529-2

Series Statement: Information Systems and Applications, incl. Internet/Web, and HCI 12837

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84528-5

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84530-8

Language: English

Keywords: Konferenzschrift

DOI: 10.1007/978-3-030-84529-2

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 Online-Ressource (XXII, 763 p. 372 illus., 269 illus. in color).

Edition: 1st ed. 2021

ISBN: 978-3-030-84529-2

Series Statement: Information Systems and Applications, incl. Internet/Web, and HCI 12837

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84528-5

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84530-8

Language: English

Keywords: Konferenzschrift

DOI: 10.1007/978-3-030-84529-2

URL: Volltext  (URL des Erstveröffentlichers)

UID:

Format: 1 Online-Ressource (XXII, 669 p. 274 illus., 186 illus. in color).

Edition: 1st ed. 2021

ISBN: 978-3-030-84532-2

Series Statement: Lecture Notes in Artificial Intelligence 12838

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84531-5

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-3-030-84533-9

Language: English

Keywords: Konferenzschrift

DOI: 10.1007/978-3-030-84532-2

URL: Volltext  (URL des Erstveröffentlichers)