- WASA (Conference) (16th : 2021 : Nanjing Shi, China)
- Cham, Switzerland : Springer, 2021.
- Description
- Book — 1 online resource (xxviii, 635 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Wireless Communications.- Blockchain.- Algorithms.- IoT and Edge Computing.- Scheduling & Optimization I.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- WASA (Conference) (16th : 2021 : Nanjing Shi, China)
- Cham, Switzerland : Springer, 2021.
- Description
- Book — 1 online resource (xv, 643 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Scheduling & Optimization II.- Security.- Data Center Networks and Cloud Computing.- Privacy-Aware Computing.- Internet of Vehicles.- Visual Computing for IoT.- Mobile Ad-Hoc Networks.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- WASA (Conference) (16th : 2021 : Nanjing Shi, China)
- Cham, Switzerland : Springer, 2021.
- Description
- Book — 1 online resource (xvi, 601 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Event-based American Sign Language Recognition Using Dynamic Vision Sensor.- Multi-step domain adaption image classification network via attention mechanism and multi-level feature alignment.-Automated Honey Document Generation Using Genetic Algorithm.- Image encryption for Wireless Sensor Networks with modified Logistic Map and new Hash algorithm.- Design and implementation of a real-time distributed precise point positioning platform.- Deployment of UAV-BS for Congestion Alleviation in Cellular Networks.- Robust Estimator for NLOS Error Mitigation in TOA-based Localization.- Effectiveness Analysis of UAV Offensive Strategy with Unknown Adverse Trajectory.- Delivery Optimization for Unmanned Aerial Vehicles Based on Minimum Cost Maximum Flow With Limited Battery Capacity.- Optimized Segment Routing Traffic Engineeringwith Multiple Segments.- Robust and Efficient Mechanism Design for Heterogeneous Task Crowdsensing.- Lightweight Threshold Private Set Intersection via Oblivious Transfer.- Person Re-identification Algorithm Based on Spatial Attention Network.- OFDMA-based Asymmetric Full-duplex Media Access Control for the Next Generation WLANs.- Equitable Valuation of Crowdsensing for Machine Learning via Game Theory.- AERM: An Attribute-aware Economic Robust Spectrum Auction Mechanism.- Application of Matrix-NMS in face detection and autonomous driving.- Blockchain-based verifiable DSSE with forward security in multi-server environments.- GGCAD: A Novel Method of Adversarial Detection by Guided Grad-CAM.- Online Task Scheduling for DNN-based Applications over Cloud, Edge and End Devices.- An SDN-based Self-adaptive Resource Allocation Mechanism for Service Customization.- Privacy Risk Assessment for Text Data Based on Semantic Correlation Learning.- Multi-dimensional LSTM:A Model of NetworkText Classification.- Incentive Cooperation with Computation Delay Concerns for Socially-aware Parked Vehicle Edge Computing.- Complex Task Allocation in Spatial Crowdsourcing: A Task Graph Perspective.- Jointly Optimizing Throughput and Cost of IoV based on Coherent Beamforming and Successive Interference Cancellation Technology.- Deep Reinforcement Learning based Dynamic Content Placement and Bandwidth Allocation in Internet of Vehicles.- A Probabilistic Resilient Routing Scheme for Low-Earth-Orbit Satellite Constellations.- An Efficient Multi-Link Concurrent Transmission MAC Protocol for Long-delay Underwater Acoustic Sensor Networks.- An Advanced Cache Retransmission Mechanism for Wireless Mesh Network.- Efficient Budget-Distance-Aware Influence Maximization in Geo-Social Network.- Deep Learning-Based Task Offloading for Vehicular Edge Computing.- Hacks Hit the Phish: Phishing Attack Detection based on Hacks Search.- The sensor-cloud system and node reliability analysis.- Reinforcement Learning Based Seamless Handover Algorithm in SDN-enabled WLAN.- Attack traffic detection based on LetNet-5 and GRU hierarchical deep neural network.- Real-time and Consistent Route Update Based on Segment Routing for NFV-enabled Networks
- Privacy-Preserving Auction for Heterogeneous Task Assignment in Mobile Device Clouds.- Deep Reinforcement Learning for DAG-based Concurrent Requests Scheduling in Edge Networks.- Generative Adversarial Scheme Based GNSS Spoofing Detection for Digital Twin Vehicular Networks.- Spatial Sketch Configuration for Traffic Measurement in Software Defined Networks.- Estimating Clustering Coefficient of Multiplex Graphs with Local Differential Privacy.- New Rectangle Attack Against SKINNY Block Cipher.- Optimal convergence nodes deployment in hierarchical wireless sensor networks: an SMA-based approach.- A Virtual-Potential-Field-based Cooperative Opportunistic Routing Protocol for UAV Swarms.- Social-Interaction GAN: Pedestrian Trajectory Prediction.- An Intelligent Wallpaper Based on Ambient Light for Human Activity Sensing.- Adaptive Data Transmission and Task Scheduling for High-Definition Map Update.- Research on Path Planning for Relay Drones with Multiple Constraints.- A Reinforcement Model based Prioritized Replay to Solve the Offloading Problem in Edge Computing.- Authentication System Based on Fuzzy Extractors.- Performance Analysis of V2V-Based Vehicular Platoon with Modified CACC Scheme.- Leveraging Fine-grained Self-Correlation in Detecting Collided LoRa Transmissions.- Blockchain Oracle-Based Privacy Preservation and Reliable Identification for Vehicles.- Objects Perceptibility Prediction Model Based on Machine Learning for V2I Communication Load Reduction.- KESAR: A High-Accuracy Prediction Algorithm and Solar-Aware Routing Strategy for Outdoor WSN.- Blockchain Empowered Federated Learning for Medical Data Sharing Model.- A Deep Learning Based Intelligent Transceiver Structure for Multiuser MIMO.- GreenAP: An Energy-saving Protocol for Mobile Access Points.- A Robust Multi-Tenant Server Consolidation Algorithm.- PM2.5 and PM10 Concentration Estimation based on the Top-of-Atmosphere Reflectance.- A Secure Sensing Data Collection Mechanism based on Perturbed Compressed Sensing.- An Edge-Cloud Collaborative Object Detection System.- Underwater Acoustic signal Modulation recognition Technology based on Deep Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ICSI (Conference) (11th : 2020 : Online)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (688 pages)
- Summary
-
- Swarm Intelligence and Nature-Inspired Computing Swarm Intelligence in Data Science: Applications, Opportunities and Challenges.- Synchronized Swarm Operation.- Prediction of Photovoltaic Power using Nature-Inspired Computing.- A Two-Step Approach to the Search of Minimum Energy Designs via Swarm Intelligence.- On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm.- Swarm-based Computing Algorithms for Optimization Learning Automata-based Fireworks Algorithm On Adaptive Assigning.- Binary Pigeon-Inspired Optimization for Quadrotor Swarm Formation Control.- A Novel Biogeography-based Optimization Algorithm with Momentum Migration and Taxonomic Mutation.- A Modi ed Arti cial Bee Colony Algorithm for Scheduling Optimization of Multi-Aisle AS/RS System.- The Research of Flexible Scheduling of Workshop Based on Artificial Fish Swarm Algorithm and Knowledge Mining.- A Novel Image Segmentation Based on Clustering and Population-Based Optimisation.- Colour Quantisation by Human Mental Search.- Canine Algorithm for Node Disjoint Paths.- Particle Swarm Optimization.- Optimizing Hydrography Ontology Alignment through Compact Particle Swarm Optimization Algorithm.- Map Generation and Balance in the Terra Mystica Board Game Using Particle Swarm and Local Search.- Research on Crowd-sensing Task Assignment Based on Fuzzy Inference PSO Algorithm.- The improvement of V-shaped transfer function of Binary Particle Swarm Optimization.- Hybrid Ant Colony Optimization-based Method for Focal of a Disease Segmentation in Lung CT Images.- An Ant-Inspired Track-to-Track Recovery Approach for Construction of Cell Lineage Trees.- An Ant Colony Optimization Algorithm Based Automated Generation of Software Test Cases.- Brain Storm Optimization Algorithm.- BSO-CLS: Brain Storm Optimization Algorithm with Cooperative Learning Strategy.- A Hybrid Brain Storm Optimization Algorithm for Dynamic Vehicle Routing Problem.- Determinative Brain Storm Optimization.-An Adapting Chemotaxis Bacterial Foraging Optimization Algorithm for Feature Selection in Classification.- Bacterial Foraging Optimization Based on Levy Flight for Fuzzy Portfolio Optimization.- Adaptive bacterial foraging optimization based on roulette strategy.- An Improved Bacterial Foraging Optimization with Dierential and Poisson Distribution Strategy and its Application to Nurse Scheduling Problem.- Improved Bacterial Foraging Optimization Algorithm with Comprehensive Swarm Learning Strategies.- Modified Bacterial Foraging Optimization for Fuzzy MeanSemivariance-Skewness Portfolio Selection.- Genetic Algorithm and Evolutionary Computation.- A New Local Search Adaptive Genetic Algorithm for the Pseudo-Coloring Problem.- A Genetic Algorithm-Based Solver for small-scale Jigsaw Puzzles.- A New EDA with Dimension Reduction Technique for Large Scale Many-objective Optimization.- An Improved CMA-ES for Solving Large Scale Optimization Problem.- Archive Update Strategy In uences Di erential Evolution Performance.- A Structural testing model using SDA algorithm.- Multi-objective Particle Swarm Optimisation for Cargo Packaging in Large Containers.- Multi-objective Combinatorial Generative Adversarial Optimization and Its Application in Crowdsensing.-Multi-Objective Dynamic Scheduling Model of Flexible Job Shop Based on NSGAII Algorithm and Scroll Window Technology.- Optimal Reservoir Optimization Using Multiobjective Genetic Algorithm.- Success-history based parameter adaptation in MOEA/D algorithm.- Image Clustering by Generative Adversarial Optimization and Advanced Clustering Criteria.- A Tool for Supporting the Evaluation of Active Learning Activities.- Inferring Candidate CircRNA-disease Associations by Bi-random Walk Based on CircRNA Regulatory Similarity.- Methods of Machine Learning in System Abnormal Behavior Detection.- Use of the industrial property system in Colombia (2018): a machine learning application.- Imbalanced Ensemble Learning for Enhanced Pulsar Identification.- Computational Analysis of Third-Grade Liquid Flow with Cross Diusion Eects: Application to Entropy Modeling
- Aula Touch Game: Digital tablets and their incidence in the development of citizen competences of middle education students in the district of Barranquilla-Colombia.- Case Classifi cation Processing and Analysis Method for Respiratory Belt Data.- Target Tracking Algorithm based on Density Clustering.- A Method for Localization and Classifi cation of Breast Ultrasound Tumors.- Deep Learning Strategies for Survival Prediction in Prophylactic Resection Patients.- Method based on Data Mining Techniques for Breast Cancer Recurrence Analysis.- Parasite-Guest Infection Modeling: Social Science Applications.- Research on Sliding Mode Control of Underwater Vehicle-manipulator System Based on an Exponential Approach Law.- A Parallel Evolutionary Algorithm with Value Decomposition for Multi-Agent Problems.- O- ocking: Optimized Flocking Model on Autonomous Navigation for Robotic Swarm.- A Multi-agent Ant Colony Optimization Algorithm for Effective Vehicular Tra c Management.- Site Selection of the Colombian Antarctic Research Station based on Fuzzy-Topsis Algortihm.- Newtonian heating eects of Oldroyd-B liquid ow with cross-difussion and second order slip.- Econometric Algorithms Applied to the Incidence of Income on Satisfaction with Quality of Life in Latin American Capitals.- Analytical Study of Radiative Casson Nanoliquid Flow with Heat Absorption.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Algorithmic Aspects in Information and Management (14th : 2020 : Online)
- Cham, Switzerland : Springer, 2020.
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Polynomial-time algorithms for the touring rays and related problems.- Polyhedral Circuits and Their Applications.- Online Bicriteria Algorithms to Balance Coverage and Cost in Team Formation.- Approximation Algorithm for Stochastic Set Cover Problem.- On Approximations for Constructing 1-Line Minimum Rectilinear Steiner Trees in the Euclidean Plane.- Minimum Diameter Vertex-Weighted Steiner Tree.- Community-based Rumor Blocking Maximization in Social Networks.- Improved hardness and approximation results for single allocationhub location.- Approximation algorithm for the balanced 2-correlation clustering problem on well-proportional graphs.- 2-Level Station Location for Bike Sharing.- Approximation Algorithms for the Lower-Bounded Knapsack Median Problem.- The spherical k-means++ algorithm via local search.- Local search algorithm for the spherical k-means problem with outliers.- A Bi-Criteria Analysis for Fuzzy C-means Problem.- Approximating Max k-Uncut via LP-rounding plus Greed, with Applications to Densest k-Subgraph.- Online BP functions maximization.- Adaptive Robust Submodular Optimization and Beyond.- Approximation guarantees for parallelized maximization of monotone non-submodular function with a cardinality constraint.- Fast Algorithms for Maximizing Monotone Nonsubmodular Functions.- Non-Submodular Streaming Maximization with Minimum Memory and Low Adaptive Complexity.- On Fixed-order Book Thickness Parameterized by the Pathwidth of the Vertex Ordering.- Selfish Bin Packing with Parameterized Punishment.- Multiple Facility Location Games with Envy Ratio.- Strategyproof Mechanisms for 2-facility Location Games with Minimax Envy.- Robustness and Approximation for the Linear Contract Design.- Scheduling many types of calibrations.- Efficient mobile charger scheduling in large-scale sensor networks.- Revisit of the Scheduling Problems with Integrated Production and Delivery on Parallel Batching Machines.- Range Partitioning within Sublinear Time in the External Memory Model.- New Results on the Complexity of Deletion Propagation.- Search Complexity: A Way for The Quantitative Analysis of The Search Space.- Multi-AGVs Pathfinding based on Improved Jump Point Search in Logistic Center.- Distance-based Adaptive Large Neighborhood Search Algorithm for Green-PDPTW.- The theories of a novel filled function method for non-smooth global optimization.- Complexity of tree-coloring interval graphs equitably.- Approximation algorithms for balancing signed graphs.- Computing the One-Visibility Copnumber of Trees.- Maximum subgraphs in Ramsey graphs.- Independent perfect domination sets in Semi-Cayley graphs.- A Parallel Algorithm for Constructing Two Edge-disjoint Hamiltonian Cycles in Crossed Cubes.- Antipodal radio labelling of full binary trees.- Total coloring of outer-1-planar graphs: the cold case.- Edge-face list coloring of Halin graphs.- Injective Coloring of Halin Graphs.- The list L(2, 1)-labeling of planar graphs with large girth.- The frequency of the optimal Hamiltonian cycle computed with frequency quadrilaterals for traveling salesman problem.- Single bounded parallel-batch machine scheduling with an unavailability constraint and job delivery.- A Batch Scheduling Problem of Automatic Drug Dispensing System in Outpatient Pharmacy.- A two-stage medical expenses estimation model for inpatients during diagnosis process under artificial intelligence environment.- The Early-Warning Model of Evaluation and Prevention for Venous Thromboembolism in Gynecological Tumor Surgical Patients based on WSOM.- The coordinated decisions of service supply chain between tumor healthcare alliance and patients under government intervention.- Medical data compression and sharing technology based on blockchain.- Model Establishment and Algorithm Research of Tumor Marker Combination Prediction for Colorectal Cancer.- Safety Evaluation and Lean Disposal of Clinical Waste in Outpatient and Emergency Department of Large Hospitals.- Effects of Taiji on Participants' Knees: A Behavioral-Modeling Approach
- Mixed Distribution of Relief Materials with the Consideration of Demand Matching Degree.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoApplications (Conference) (23rd : 2020 : Seville, Spain)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xvii, 704 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Applications of Evolutionary Computation.- A Local Search for Numerical Optimisation based on Covariance Matrix Diagonalisation.- EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python.- Optimizing the Hyperparameters of a Mixed Integer Linear Programming Solver to Speed Up Electric Vehicle Charging Control.- Automatic rule extraction from access rules using Genetic Programming.- Search Trajectory Networks of Population-based Algorithms in Continuous Spaces.- Evolving-controllers versus learning-controllers for morphologically evolvable robots.- Simulation-driven multi-objective evolution for traffic light optimization.- Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites.- EvoDynamic: a framework for the evolution of generally represented dynamical systems and its application to criticality.- A Decomposition-Based Evolutionary Algorithm with Adaptive Weight Vectors for Multi- and Many-objective Optimization.- Differential Evolution Multi-Objective for Tertiary Protein Structure Prediction.- Particle Swarm Optimization: A Wrapper-based Feature Selection Method for Ransomware Detection and Classification.- A method for estimating the computational complexity of multimodal functions.- Locating Odour Sources with Geometric Syntactic Genetic Programming.- Designing cable-stayed bridges with Genetic Algorithms.- A fast, scalable meta-heuristic for network slicing under traffic uncertainty.- What is Your MOVE: Modeling Adversarial Network Environments.- Using evolution to design modular robots: An empirical approach to select module designs.- Iterated Granular Neighborhood Algorithm for the Taxi Sharing Problem.- Applications of Bio-inspired techniques on Social Networks.- Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases.- Community Detection in Attributed Graphs with Differential Evolution.- Applications of Deep Bioinspired Algorithms.- Fake news detection using time series and user features classification.- Social Learning vs Self-teaching in a Multi-agent Neural Network System.- Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution.- An Adversarial Optimization Approach for the Development of Robust Controllers.- Soft Computing Applied to Games.- Efficient Heuristic Policy Optimisation for a Challenging Strategic Card Game.- Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models.- Learning the Designer's Preferences to Drive Evolution.- Testing hybrid computational intelligence algorithms for general game playing.- Evolutionary Computation in Digital Healthcare and Personalized Medicine.- Accelerated Design of HIFU Treatment Plans Using Island-based Evolutionary Strategy.- Using Genetic Algorithms for the prediction of cognitive impairments.- Short and Medium Term Blood Glucose Prediction using Multi-Objective Grammatical Evolution.- Evolutionary Machine Learning.- A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks.- Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution.- An Empirical Exploration of Deep Recurrent Connections Using Neuro-Evolution.- Using Skill Rating as Fitness on the Evolution of GANs.- A Local Search with a Surrogate Assisted Option for Instance Reduction.- Evolutionary Latent Space Exploration of Generative Adversarial Networks.- Neuro-Evolutionary Transfer Learning through Structural Adaptation.- Ant-based Neural Topology Search (ANTS) for Optimizing Recurrent Networks.- Parallel and Distributed Systems.- A MIMD interpreter for Genetic Programming.- Security Risk Optimization for Multi-Cloud Applications.- Using evolutionary algorithms for server hardening via the moving target defense technique.- An Event-based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ARCS (Conference) (33rd : 2020 : Online)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource
- Summary
-
- Main Conference.- Approximate Data Dependence Pro ling based on Abstract Interval and Congruent Domains.- Evaluating Dynamic Task Scheduling with Priorities and Adaptive Aging in a Task-based Runtime System.- An Architecture for Solving the Eigenvalue Problem on Embedded FPGAs.- ECC Memory for Fault Tolerant RISC-V Processors.- 3D Optimisation of Software Application Mappings on Heterogeneous MPSoCs.- Towards a Priority-Based Task Distribution Strategy for an Artificial Hormone System.- He..ro DB: A Concept for Parallel Data Processing on Heterogeneous Hardware.- Investigating Transactional Memory for High Performance Embedded Systems.- X-CEL: A Method to Estimate Near-Memory Acceleration Potential in Tile-based MPSoCs.- Engineering an Optimized Instruction Set Architecture for AMIDAR Processors.- Scaling Logic Locking Schemes to Multi-Module Hardware Designs.- Exploration of Power Domain Partitioning with Concurrent Task Mapping and Scheduling for Application-specific Multi-core SoCs.- FORMUS3IC Workshop.- Scalable, Decentralized Battery Management System Based on Self-Organizing Nodes.- Security Improvements by Separating the Cryptographic Protocol from the Network Stack onto a Multi-MCU Architecture.- Equally Distributed Bus-Communication Access Rights for Inter MCU Communication using Multimaster SPI.- Workshop on Computer Architectures in Space (CompSpace).- On the Evaluation of SEU Effects on AXI Interconnect within AP-SoCs.- Satellite Onboard Data Reduction using a Risc-V core inside an RTG4-based Data Processing Pipeline.- Workshop on Parallel Systems and Algorithms (PASA).- Accelerating Real-Time Applications with Predictable Work-Stealing.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Artificial Neural Networks (European Neural Network Society) (29th : 2020 : Bratislava, Slovakia)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (892 pages) Digital: text file.PDF.
- Summary
-
- Model Compression I.- Fine-grained Channel Pruning for Deep Residual Neural Networks.- A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect Detection.- Detecting Uncertain BNN Outputs on FPGA Using Monte Carlo Dropout Sampling.- Neural network compression via learnable wavelet transforms.- Fast and Robust Compression of Deep Convolutional Neural Networks.- Model Compression II.- Pruning artificial neural networks: a way to find well-generalizing, high-entropy sharp minima.- Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks.- Tuning Deep Neural Network's hyperparameters constrained to deployability on tiny systems.- Obstacles to Depth Compression of Neural Networks.- Multi-task and Multi-label Learning.- Multi-Label Quadruplet Dictionary Learning.- Pareto Multi-Task Deep Learning.- Convex Graph Laplacian Multi-Task Learning SVM.- Neural Network Theory and Information Theoretic Learning.- Prediction Stability as a Criterion in Active Learning.- Neural Spectrum Alignment: Empirical Study.- Nonlinear, Nonequilibrium Landscape Approach to Neural Network Dynamics.- Hopfield Networks for Vector Quantization.- Prototype-Based Online Learning on Homogeneously Labeled Streaming Data.- Normalization and Regularization Methods.- Neural Network Training with Safe Regularization in the Null Space of Batch Activations.- The Effect of Batch Normalization in the Symmetric Phase.- Regularized Pooling.- Reinforcement Learning I.- Deep Recurrent Deterministic Policy Gradient for Physical Control.- Exploration via Progress-Driven Intrinsic Rewards.- An improved reinforcement learning based heuristic dynamic programming algorithm for model-free optimal control.- PBCS: Efficient Exploration and Exploitation Using a Synergy between Reinforcement Learning and Motion Planning.- Understanding failures of deterministic actor-critic with continuous action spaces and sparse rewards.- Reinforcement Learning II.- GAN-based Planning Model in Deep Reinforcement Learning.- Guided Reinforcement Learning via Sequence Learning.- Neural Machine Translation based on Improved Actor-Critic Method.- Neural Machine Translation based on Prioritized Experience Replay.- Improving Multi-Agent Reinforcement Learning with Imperfect Human Knowledge.- Reinforcement Learning III.- Adaptive Skill Acquisition in Hierarchical Reinforcement Learning.- Social Navigation with Human Empowerment driven Deep Reinforcement Learning.- Curious Hierarchical Actor-Critic Reinforcement Learning.- Policy Entropy for Out-of-Distribution Classification.- Reservoir Computing.- Analysis of reservoir structure contributing to robustness against structural failure of Liquid State Machine.- Quantifying robustness and capacity of reservoir computers with consistency profiles.- Two-Step FORCE Learning Algorithm for Fast Convergence in Reservoir Computing.- Morphological Computation of Skin Focusing on Fingerprint Structure.- Time Series Clustering with Deep Reservoir Computing.- ReservoirPy: an Efficient and User-Friendly Library to Design Echo State Networks.- Robotics and Neural Models of Perception and Action.- Adaptive, Neural Robot Control - Path Planning on 3D Spiking Neural Networks.- CABIN: A Novel Cooperative Attention Based Location Prediction Network Using Internal-External Trajectory Dependencies.- Neuro-Genetic Visuomotor Architecture for Robotic Grasping.- From Geometries to Contact Graphs.- Sentiment Classification.- Structural Position Network for Aspect-based Sentiment Classification.- Cross-Domain Sentiment Classification using Topic Attention and Dual-Task Adversarial Training.- Data Augmentation for Sentiment Analysis in English - the Online Approach.- Spiking Neural Networks I.- Dendritic computation in a point neuron model..- Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware.- Unsupervised Learning of Spatio-Temporal Receptive Fields from an Event-Based Vision Sensor.- Spike-Train Level Unsupervised Learning Algorithm for Deep Spiking Belief Networks.- Spiking Neural Networks II.- Modelling Neuromodulated Information Flow and Energetic Consumption at Thalamic Relay Synapses.- Learning Precise Spike Timings with Eligibility Traces.- Meta-STDP rule stabilizes synaptic weights under in vivo-like ongoing spontaneous activity in a computational model of CA1 pyramidal cell.- Adaptive Chemotaxis for improved Contour Tracking using Spiking Neural Networks.- Text Understanding I.- Mental Imagery-Driven Neural Network to Enhance Representation for Implicit Discourse Relation Recognition.- Adaptive Convolution Kernel for Text Classification via Multi-Channel Representations.- Text generation in discrete space.- Short text processing for analyzing user portraits: A dynamic combination.- Text Understanding II.- A Hierarchical Fine-Tuning Approach Based on Joint Embedding of Words and Parent Categories for Hierarchical Multi-label Text Classification.- Boosting Tricks for Word Mover's Distance.- Embedding Compression with Right Triangle Similarity Transformations.- Neural Networks for Detecting Irrelevant Questions during Visual Question Answering.- F-Measure Optimisation and Label Regularisation for Energy-based Neural Dialogue State Tracking Models.- Unsupervised Learning.- Unsupervised Change Detection using Joint Autoencoders for Age-Related Macular Degeneration Progression.- A fast algorithm to find Best Matching Units in Self-Organizing Maps.- Tumor Characterization using Unsupervised Learning of Mathematical Relations within Breast Cancer Data.- Balanced SAM-kNN: Online Learning with Heterogeneous Drift and Imbalanced Data.- A Rigorous Link Between Self-Organizing Maps and Gaussian Mixture Models.- Collaborative Clustering through Optimal Transport.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Conference on Computability in Europe (16th : 2020 : Online)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- A Note on Computable Embeddings for Ordinals and Their Reverses.- Clockability for Ordinal Turing Machines.- Some notes on spaces of ideals and computable topology.- Parallelizations in Weihrauch reducibility and constructive reverse mathematics.- Liouville Numbers and the Computational Complexity of Changing Bases.- On Interpretability between some weak essential undecidable theories.- On the Complexity of Conversion between Classic Real Number Representations.- Deterministic and Nondeterministic Iterated Uniform Finite-State Transducers: Computational and Descriptional Power.- Computable analysis and classification problems.- Non-coding enumeration operators.- On the Interplay Between Inductive Inference of Recursive Functions, Complexity Theory and Recursive Numberings.- An interactive proof system for Program extraction.- ASNP: a tame fragment of existential second-order logic.- Ackermannian Goodstein sequences of intermediate growth.- On the complexity of validity degrees in Lukasiewicz logic.- Degrees of non-computability of homeomorphism types of Polish spaces.- Time-aware uniformization of winning strategies.- Quantitative Representation Theory of Compact Metric Spaces.- Functions of Baire class one over a Bishop topology.- Combinatorial properties of degree sequences of 3-uniform hypergraphs arising from saind sequences.- The Computational Significance of Hausdorff's Maximal Chain Principle.- Prefix of trace languages: clique polynomials and dependency graphs.- Repetitions in Toeplitz words and the Thue threshold.- Simulation of automata networks.- Theoretical and Implementation Aspects of the Formal Language Server (LaSer).- Balancing Straight-Line Programs for Strings and Trees.- Two-dimensional codes.- Formal Languages in Graph Databases and Information Extraction.- On the perceptron's compression.- #P-completeness of counting update digraphs, cacti, and series-parallel decomposition method.- Faster Online Computation of the Succinct Longest Previous Factor Array.- Recent advances in text-to-pattern distance algorithms.- Insertion-Deletion Systems With Substitutions: The Context-free Case.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Workshop on Coalgebraic Methods in Computer Science (15th : 2020 : Online)
- Cham, Swizterland : Springer, 2020.
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- The Theory of Universal Graphs for Games: Past and Future.- Approximate coalgebra homomorphisms and approximate solutions.- Duality for Instantial Neighbourhood Logic via Coalgebra.- Free-algebra functors from a coalgebraic perspective.- Learning Automata with Side-Effects.- De Finetti's Construction as a Categorical Limit.- Injective Objects and Fibered Codensity Liftings.- Explaining Non-Bisimilarity in a Coalgebraic Approach: Games and Distinguishing Formulas.- A categorical approach to secure compilation.- Semantics for rst-order a ne inductive datatypes via slice categories.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ISCO (Symposium : Combinatorial optimization) (6th : 2020 : Montréal, Québec)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource
- Summary
-
- Polyhedral Combinatorics.- Integer Programming.- Scheduling.- Matching.- Network Design.- Heuristics.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Computational Science (20th : 2020 : Amsterdam, Netherlands)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xix, 618 pages) : illustrations (some color)
- Summary
-
- Optimization
- Swarm Intelligence Approach for Rational Global Approximation of Characteristic Curves for the Van Der Waals Equation of State rescuers
- Fuzzy Intelligence in Monitoring Older Adults with Wearables
- Deep Analytics for Management and Cybersecurity of the National Energy Grid
- Regression methods for detecting anomalies in flue gas desulphurization installations in coal-fired power plants based on sensor data
- Autonomous Guided Vehicles for Smart Industries the state of the art and research challenges
- IoT-based cow health monitoring system
- Visual Self-Healing Modelling for Reliable Internet-of-Things Systems
- Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks
- Conversational Interface for Managing Non-Trivial Internet-of-Things Systems
- Improving Coverage Area in Sensor Deployment using Genetic Algorithm
- Object-Oriented Internet Reactive Interoperability
- Impact of long-range dependent traffic in IoT local wireless networks on backhaul link performance
- Track of Computer Graphics, Image Processing and Artificial Intelligence
- OpenGraphGym: A Parallel Reinforcement Learning Framework for Graph Optimization Problems
- Weighted Clustering for Bees Detection on Video Images
- Improved Two-Step Binarization of Degraded Document Images Based on Gaussian Mixture Model
- Cast Shadow Generation using Generative Adversarial Networks
- Medical Image Enhancement using Super Resolution Methods
- Plane Space Representation in Context of Mode-based Symmetry Plane Detection
- Impression Curve as a New Tool in the study of Visual Diversity of Computer Game Levels for Individual Phases of the Design Process
- Visual analysis of computer game output video stream for gameplay metrics
- Depth map estimation with consistent normals from stereo images
- Parametric Learning of Associative Functional Networks Through a Modified Memetic Self-Adaptive Firefly Algorithm
- Dual formulation of the TV-Stokes denoising model for multidimensional vectorial images
- Minimizing material consumption of 3D printing with stress-guided.
- International Conference on Computational Science (20th : 2020 : Amsterdam, Netherlands)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xix, 707 pages) : illustrations (some color)
- Summary
-
- Efficient Trace-Prediction of Disease Outbreaks in Contact Networks
- Eigen-AD: Algorithmic Differentiation of the Eigen Library ive Causal Relationships between Cannabis, Anxiety and Sleep
- Detecting Critical Transitions in the Human Innate Immune System Post-Cardiac Surgery
- Using individual-based models to look beyond the horizon: the changing effects of household-based clustering of susceptibility to measles in the next 20 years
- Modelling the effects of antibiotics on gut flora using a nonlinear compartment model with uncertain parameters
- Stochastic volatility and early warning indicator
- Boost and Burst: Bubbles in the Bitcoin Market
- Estimation of tipping points for critical and transitional regimes in the evolution of complex interbank network
- Modeling of Fire Spread including Different Heat Transfer Mechanisms using Cellular Automata
- Narrow passage problem solution for motion planning
- Fault Injection, Detection and Treatment in Simulated Autonomous Vehicles
- Using Cellular Automata to Model High Density Pedestrian Dynamics
- Autonomous Vehicles as Local Traffic Optimizers
- Modeling Helping Behavior in Emergency Evacuations using Volunteers Dilemma Game
- Learning Mixed Traffic Signatures in Shared Networks
- A Novel Metric to Evaluate In Situ Workflows
- Social Recommendation in Dynamic Evolving Relation Network
- DDNE: Discriminative Distance Metric Learning for Network Embedding
- Extracting Backbone Structure of a Road Network from Raw Data
- Look Deep into the New Deep Network: A Measurement Study on the ZeroNet
- Identifying influential spreaders on a weighted network using HookeRank method
- Community aware models of meme spreading in micro-blog social networks
- Dynamic Vote-Rank Based Approach for Effective Sequential Initialization of Information Spreading Processes within Complex Networks
- On the Planarity of Validated Complexes of Model Organisms in Protein-Protein Interaction Networks
- Towards Modeling of Information Processing within Business-Processes of Service-Providing Organizations
- A Probabilistic Infection Model for.
- International Conference on Computational Science (20th : 2020 : Amsterdam, Netherlands)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xix, 697 pages) : illustrations (some color)
- Summary
-
- Rity in decision-making problems
- Innovativeness Analysis of Scholarly Publications by Age Prediction using Ordinal Regression
- Advantage of Using Spherical over Cartesian Coordinates in the Chromosome Territories 3D Modeling
- Adaptive and Efficient Transfer for Online Remote Visualization of Critical Weather Applications Detection on Attributed Networks
- SciNER: Extracting Named Entities From Scientific Literature
- GPU-embedding of kNN-graph representing large and high-dimensional data
- Evolving Long Short-Term Memory Networks
- Personality Recognition from Source Code Based on Lexical, Syntactic and Semantic Features
- Data fitting by exponential sums with equal weights
- A Combination of Moment Descriptors, Fourier Transform and Matching Measures for Action Recognition Based on Shape
- Improving accuracy and speeding up Document Image Classification through parallel systems
- Computation of the airborne contaminant transport in urban area by the artificial neural network
- Exploring Musical Structure using Tonnetz Lattice Geometry and LSTMs
- Modeling of Anti-tracking Network based on Convex-polytope Topology
- A Workload Division Differential Privacy Algorithm to Improve the Accuracy for Linear Computations
- On the Automated Assessment of Open-Source Cyber Threat Intelligence Sources
- Malicious Domain Detection Based on K-means and SMOTE
- Microservice Disaster Crash Recovery: A Weak Global Referential Integrity Management
- Hashing Based Prediction for Large-Scale Kernel Machine
- Picking Peaches or Squeezing Lemons: Selecting Crowdsourcing Workers for Reducing Cost of Redundancy
- Are n-gram Categories Helpful in Text Classification?
- Calculating Reactive Power Compensation for Large-scale Street Lighting
- Developing a Decision Support App for Computational Agriculture
- Optimal Location of Sensors for Early Detection of Tsunami Waves
- A Novel Formulation for Inverse Distance Weighting from Weighted Linear Regression
- Addressing the Robustness of Resource Allocation in the Presence of Application and System Irregularities via PEPA Based Modeling
- An Adaptive Computational Network Model for Strange Loops in Political Evolution in Society
- Joint Entity Linking for Web Tables with Hybrid Semantic Matching
- A new coefficient of rankings simila.
- International Conference on Computational Science (20th : 2020 : Amsterdam, Netherlands)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xix, 668 pages) : illustrations (some color)
- Summary
-
- Utional Neural Networks
- Risk-based AED Placement
- Singapore Case
- Time Expressions Identification without Human-labeled Corpus for Clinical Text Mining in Russian
- Experiencer detection and automated extraction of a family disease tree from medical texts in Russian language
- Computational Methods for Emerging Problems in (Dis- )Information Analysis
- Machine Learning
- the results are not the only thing that matters! What about security, explainability and fairness?
- Syntactic and Semantic Bias Detection and Countermeasures
- Detecting Rumours in Disasters: An Imbalanced Learning Approach
- Sentiment Analysis for Fake News Detection by Means of Neural Networks ion in Temporal Networks
- Evaluation of the Costs of Delayed Campaigns for Limiting the Spread of Negative Content, Panic and Rumours in Complex Networks
- From generality to specificity: on matter of scale in social media topic Communities
- Computational Health
- Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physician Notes
- Early signs of critical slowing down in heart surface electrograms of ventricular fibrillation victims
- A Comparison of Generalized Stochastic Milevsky-Promislov Mortality Models with continuous non-Gaussian Filters
- Ontology-Based Inference for Supporting Clinical Decisions in Mental Health
- Towards Prediction of Heart Arrhythmia Onset Using Machine Learning
- Stroke ICU Patient Mortality Day Prediction
- Universal measure for medical image quality evaluation based on gradient approach
- Constructing Holistic Patient Flow Simulation Using System Approach
- Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis
- A Machine Learning Approach To Short-term Body Weight Prediction In A Dietary Intervention Program
- An analysis of demographic data in Irish healthcare domain to support semantic uplift
- From Population to Subject-Specific Reference Intervals
- Analyzing the spatial distribution of acute coronary syndrome cases using synthesized data on arterial hypertension prevalence
- The Atrial Fibrillation Risk Score for Hyperthyroidism Patients
- Applicability of Machine Learning Methods to Multi-Label Medical Text Classification
- Machine Learning Approach for the Early Prediction of the Risk of Overweight and Obesity in Young People
- Gait Abnormality Detection in People with Cerebral Palsy using an Uncertainty-based State-space Model
- Analyses of public health databases via clinical pathway modelling: TBWEB
- Preliminary results on Pulmonary Tuberculosis detection in Chest X-Ray using Convol.
- International Conference on Computational Science (20th : 2020 : Amsterdam, Netherlands)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xix, 667 pages) : illustrations (some color)
- Summary
-
- Tributed Quantum Phase Estimation
- Optimal representation of quantum channels
- Perturbation of the numerical range of unitary matrices
- Design of Short Codes for Quantum Channels with Asymmetric Pauli Errors
- Simulation Methodology for Electron Transfer in CMOS Quantum Dots movement of the walls: simulation of an aortic valve
- Radial Basis Functions Mesh Morphing
- A comparison between the bi-harmonic spline and the Wendland C2 radial function
- Radial Basis Function Approximation Optimal Shape Parameters Estimation: Preliminary Experimental Results
- Multiscale Modelling and Simulation
- Projective Integration for Moment Models of the BGK Equation
- Open Boundary Modeling in Molecular Dynamics with Machine Learning
- Microtubule Biomechanics and the Effect of Degradation of Elastic Moduli
- Formation of morphogenetic patterns in cellular automata
- Multilevel Monte Carlo with improved correlation for kinetic equations in the diffusive scaling
- Development and application of the Statistically Similar Representative Volume Element for numerical modelling of multiphase materials
- A heterogeneous multi-scale model for blood flow
- Towards Accurate Simulation of Global Challenges on Data Centers Infrastructures via Coupling of Models and Data Sources
- Easing multiscale model design and coupling with MUSCLE 3
- Quantum Computing Workshop
- Simulations of Quantum Finite Automata
- LibKet: A cross-platform programming framework for quantumaccelerated scientific computing
- Generalized Quantum Deutsch-Jozsa Algorithm
- Revisiting old combinatorial beasts in the quantum age: quantum annealing versus maximal matching
- A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games
- Hybrid quantum annealing heuristic method for solving Job Shop Scheduling Problem
- Foundations for Workflow Application Scheduling on D-Wave System
- A Hybrid Solution Method for the Multi-Service Location Set Covering Problem
- New hybrid quantum annealing algorithms for solving Vehicle Routing Problem
- Multi-agent reinforcement learning using simulated quantum annealing
- Quantum Hopfield neural networks: A new approach and its storage Capacity
- A Variational algorithm for Quantum Neural Networks
- Imperfect Dis.
- ICCSA (Conference) (20th : 2020 : Online)
- Cham, Switzerland : Springer, 2020.
- Description
- Book — 1 online resource (xlii, 1037 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- International Workshop on Scientific Computing Infrastructure (SCI 2020).- International Workshop on Computational Studies for Energy and Comfort in Buildings (SECoB 2020).- International Symposium on Software Engineering Processes and Applications (SEPA 2020).
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ICCSA (Conference) (20th : 2020 : Online)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (1067 pages) Digital: text file.PDF.
- Summary
-
- International Workshop on Scientific Computing Infrastructure (SCI 2020).- International Workshop on Computational Studies for Energy and Comfort in Buildings (SECoB 2020).- International Symposium on Software Engineering Processes and Applications (SEPA 2020).
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Description
- Book — 1 online resource (xliii, 1009 pages) Digital: text file.PDF.
- Summary
-
- International Workshop on Scientific Computing Infrastructure (SCI 2020).- International Workshop on Computational Studies for Energy and Comfort in Buildings (SECoB 2020).- International Symposium on Software Engineering Processes and Applications (SEPA 2020).
- (source: Nielsen Book Data)
- International Workshop on Smart Ports - Technologies and Challenges (SmartPorts 2020).- International Workshop on Sustainability Performance Assessment: Models, Approaches and Applications toward Interdisciplinary and Integrated Solutions (SPA 2020).- International Workshop on Smart and Sustainable Island Communities (SSIC 2020).- International Workshop on Science, Technologies and Policies to Innovate Spatial Planning (STP4P 2020).- International Workshop on New frontiers for Strategic Urban Planning (StrategicUP 2020).- InternationalWorkshop on Theoretical and Computational Chemistry and its Applications (TCCMA 2020).- International Workshop on Tools and Techniques in Software Development Process (TTSDP 2020).- International Workshop on Urban Form Studies (UForm 2020).- InternationalWorkshop on Urban Space Extended Accessibility (USEAccessibility 2020).- International Workshop on Virtual and Augmented Reality and Applications (VRA 2020).- International Workshop on Advanced and Computational Methods for Earth Science Applications (WACM4ES 2020).- International Workshop on High Performace and Pervasive Computing (WHPPC 2020).
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- COCOON (Conference) (26th : 2020 : Online)
- Cham, Switzerland : Springer, 2020.
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Subspace approximation with outliers.- Linear-time Algorithms for Eliminating Claws in Graphs.- A new lower bound for the eternal vertex cover number of graphs.- Bounded-Degree Spanners in the Presence of Polygonal Obstacles.- End-Vertices of AT-free Bigraphs.- Approaching Optimal Duplicate Detection in a Sliding Window.- Computational Complexity Characterization of Protecting Elections from Bribery.- Coding with Noiseless Feedback over the Z-channel.- Path-monotonic Upward Drawings of Plane Graphs.- Seamless Interpolation between Contraction Hierarchies and Hub Labels for fast and space-e cient Shortest Path Queries in Road Networks.- Visibility polygon queries among dynamic polygonal obstacles in plane.- How Hard is Completeness Reasoning for Conjunctive Queries?.- Imbalance Parameterized by Twin Cover Revisited.- Local Routing in a Tree Metric 1-Spanner.- Deep Specification Mining with Attention.- Constructing Independent Spanning Trees in Alternating Group Networks.- W[1]-Hardness of the k-Center Problem Parameterized by the Skeleton Dimension.- An Optimal Lower Bound for Hierarchical Universal Solutions for TSP on the Plane.- Quantum Speedup for the Minimum Steiner Tree Problem.- Access Structure Hiding Secret Sharing from Novel Set Systems and Vector Families.- Approximation algorithms for car-sharing problems.- Realization Problems on Reachability Sequences.- Power of Decision Trees with Monotone Queries.- Computing a maximum clique in geometric superclasses of disk graphs.- Visibility.- Tight approximation for the minimum bottleneck generalized matching problem.- Graph Classes and Approximability of the Happy Set Problem.- A Simple Primal-Dual Approximation Algorithm for 2-Edge-Connected Spanning Subgraphs.- Uniqueness of $DP$-Nash Subgraphs and $D$-sets.- On the Enumeration of Minimal Non-Pairwise Compatibility Graphs.- Constructing Tree Decompositions of Graphs with Bounded Gonality.- Election Control through Social In uence with Unknown Preferences.- New Symmetry-less ILP Formulation for the Classical One Dimensional Bin-Packing Problem.- On the Area Requirements of Planar Greedy Drawings of Triconnected Planar Graphs.- On the Restricted 1-Steiner Tree Problem.- Computational Complexity of Synchronization under Regular Commutative Constraints.- Approximation algorithms for general cluster routing problem.- Hardness of Sparse Sets and Minimal Circuit Size Problem.- Succinct Monotone Circuit Certi cation: Planarity and Parameterized Complexity.- On Measures of Space Over Real and Complex Numbers.- Parallelized maximization of nonsubmodular function subject to a cardinality constraint.- An improved Bregman $k$-means++ algorithm via local search.- On the Complexity of Directed Intersection Representation of DAGs.- On the Mystery of Negations in Circuits : Structure vs Power.- Even better xed-parameter algorithms for bicluster editing.- Approximate Set Union via Approximate Randomization.- A Non-Extendibility Certi cate for Submodularity and Applications.- Parameterized Complexity of Maximum Edge Colorable Subgraph.- Approximation Algorithms for the Lower-Bounded k-Median and Ist Generalizations.- A Survey for Conditional Diagnosability of Alternating Group Networks.- Fixed Parameter Tractability of Graph Deletion Problems over Data Streams.- Mixing of Markov Chains for Independent Sets on Chordal Graphs with Bounded Separators.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
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