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- EvoApplications (Conference) (24th : 2021 : Online)
- Cham : Springer, 2021.
- Description
- Book — 1 online resource (836 pages) Digital: text file.PDF.
- Summary
-
- On Restricting Real-Valued Genotypes in Evolutionary Algorithms.- Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions.- Co-Optimising Robot Morphology and Controller in a Simulated Open-ended Environment.- Multi-objective workforce allocation in construction projects.- Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm based on Decomposition.- Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design.- A Multi-Objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems.- Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat.- Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites.- Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection.- Real Time Optimisation of Traffic Signals to Prioritise Public Transport.- Adaptive Covariance Pattern Search.- Evaluating the Success-History based Adaptive Differential Evolution in the Protein Structure Prediction problem.- Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots.- Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization.- Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics plus Integer Linear Programming.- Automated, Explainable Rule Extraction from MAP-Elites archives.- EDM-DRL: Toward Stable Reinforcement Learning through Ensembled Directed Mutation.- Continuous Ant-Based Neural Topology.- Playing with Dynamic Systems - Battling Swarms in Virtual Reality.- EvoCraft: A New Challenge for Open-Endedness.- A Profile-Based 'GrEvolutionary' Hearthstone Agent.- Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation.- Bayesian Networks for Mood Prediction Using Unobtrusive Ecological Momentary Assessments.- A Multi-Objective Multi-Type Facility Location Problem for the Delivery of Personalised Medicine.- RDE-OP: A Region-Based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks.- Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming.- EDA-based optimization of blow-off valve positions for centrifugal compressor systems.- 3D-2D Registration using X-ray Simulation and CMA-ES.- Lateralized Approach for Robustness AgainstAttacks in Emotion Categorization from Images.- Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification.- Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations.- Evolutionary Planning in Latent Space.- Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning.- Effective Universal Unrestricted Adversarial Attacks using a MOE Approach.- Improving Distributed Neuroevolution Using Island Extinction and Repopulation.- An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution.- Towards Feature-Based Performance Regression Using Trajectory Data.- Demonstrating the Evolution of GANs through t-SNE.- Optimising diversity in classifier ensembles of classification trees.- WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets.- Evolving Character-Level DenseNet Architectures using Genetic Programming.- Transfer Learning for Automated Test Case Prioritization using XCSF.- On the Effects of Absumption for XCS with Continuous-Valued Inputs.- A NEAT Visualisation of Neuroevolution Trajectories.- Evaluating Models with Dynamic Sampling Holdout.- Event-driven multi-algorithm optimization: mixing Swarm and Evolutionary strategies.- TensorGP - Genetic Programming Engine in TensorFlow.- A novel evolutionary approach for IoT-based water contaminant detection.- Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses.- EA-based ASV Trajectory Planner for Pollution Detection in Lentic Waters.
- (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)
- International Conference on Evolutionary Computing and Mobile Sustainable Networks (2021 : Bangalore, India).
- Singapore : Springer, [2022]
- Description
- Book — 1 online resource (1039 pages) : illustrations (chiefly color).
- Summary
-
- Improved Grey wolf Optimization based Feature selection and classification using CNN for Diabetic Retinopathy detection.- Feature Selection Using Modified Sine Cosine Algorithm with COVID-19 Dataset.- Blood Cell Image Denoising based on Tunicate Rat Swarm Optimization with Median Filter.- A Hybrid Approach for Deep Noise Suppression using Deep Neural Networks.- Human Health Care Systems Analysis for Cloud Data Structure of Biometric System using ECG Analysis.- Data mining for Solving Medical Diagnostics Problems.- Classification of Diabetic Retinopathy using Ensemble of Machine Learning Classifiers with IDRID Dataset.- Epileptic Seizure Prediction Using Geometrical Features Extracted From HRV Signal.- An Extensive Survey on Outlier Prediction using Mining and Learning Approaches.- Performance Comparison of Data Security Strategies in Fog Computing.- Design and Simulation of a Direct-PSK Based Telecommand Receiver for Small Satellite
- Analysis of Data Aggregation and Clustering Protocol in Wireless Sensor Networks using Machine Learning.- DetecSec : A Framework to Detect and Mitigate ARP Cache Poisoning Attacks.- PAPR Reduction in SDR based OFDM System.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Frontiers in Intelligent Computing: Theory and Applications (9th : 2021 : Mizoram, India)
- Singapore : Springer, 2022.
- Description
- Book — 1 online resource (xviii, 567 pages) : illustrations (some color).
- Summary
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- Automated Flower Species Identification by using Deep convolution neural network
- Information Retrieval for Cloud Forensics
- Machine Translation System Combination with Enhanced Alignments using Word Embeddings
- Geometry Based Machining Feature Retrieval with Inductive Transfer Learning
- Grapheme to phoneme conversion for Malayalam Speech Using encoder-decoder Architecture
- Usage of Block Chain Technology in e-Voting System using Private Block Chain
- Bengali Visual Genome: A Multimodal Dataset for Machine Translation and Image Captioning
- Deep Learning based Mosquito Species detection using Wingbeats frequencies
- Developments in Capsule Network Architecture: A Review
- Computer aided segmentation of polyps using Mask R-CNN and approach to reduce false positives
- Image GPT with Super Resolution.
- International Conference on Evolutionary Computing and Mobile Sustainable Networks (2020 : Bangalore, India)
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource
- Summary
-
- Optimal Resource Sharing amongst Device-to-Device Communication using Particle Swarm Algorithm.- Real Time Human Locator and Advance Home Security Appliances.- A Novel Implementation of Haptic Robotic Arm.- Design of Book Recommendation System Using Sentiment Analysis.- Review of Python for Solar Photovoltaic Systems.- Key Stroke Dynamics for User Verification.- The Role of Predictive Data Analytics in Retailing.- Improved Scheduling Algorithm for Load Balancing in Cloud Computing.- Generating Automobile Images Dynamically from Text Description.- Generating Automobile Images Dynamically from Text Description.- Identification of Online Auction Bidding Robots using Machine Learning.- Analysis of Attention Deficit Hyperactivity Disorder using Various Classifiers.- Generating Feasible Path Between Path Testing and Data Flow Testing.- Parking Management System Using Internet of Things.- Binomial Logistic Regression Resource Optimized Routing In MANET.- Homo Sapiens Sapiens Diabetes Mellitus Detection and Classification.- Improved Logistic Map based Algorithm for Biometric Image Encryption.- Accuracy Analysis of Similarity Measures in Surprise Framework.- Tunable Access Control for Data Sharing in Cloud.- Conceptual Online Education using E-Learning Platform of Cloud Computing.- Efficient Deployment of Web Application in Serverless Environment.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoCOP (Conference) (22nd : 2022 : Madrid, Spain)
- Cham, Switzerland : Springer, 2022.
- Description
- Book — 1 online resource (1 volume) : illustrations (black and white).
- Summary
-
- On Monte Carlo Tree Search for Weighted Vertex Coloring.- A RNN-based Hyper-heuristic for combinatorial problems.- Algorithm Selection for the Team Orienteering Problem.- Performance evaluation of a parallel ant colony optimization for the real-time train routing selection problem in large instances.- Deep Infeasibility Exploration Method for Vehicle Routing Problems.- Evolutionary Algorithms for the Constrained Two-Level Role Mining Problem.- Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling.- Novelty-Driven Binary Particle Swarm Optimisation for Truss Optimisation Problems.- A Beam Search for the Shortest Common Supersequence Problem Guided by an Approximate Expected Length Calculation.- Modeling the Costas Array Problem in QUBO for Quantum Annealing.- Penalty Weights in QUBO formulations: Permutation Problems.- PUBOi: a tunable benchmark with variable importance.- Stagnation Detection meets Fast Mutation.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Parallel Problem Solving from Nature (10th : 2008 : Dortmund, Germany)
- Berlin : Springer, 2008.
- Description
- Book — 1 online resource (xx, 1164 pages) : illustrations Digital: text file.PDF.
- Summary
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- Formal Theory
- New Techniques
- Experimental Analysis
- Multiobjective Optimization
- Hybrid Methods
- Applications.
(source: Nielsen Book Data)
- EvoWorkshops (2009 : Tübingen, Germany)
- Berlin : Springer, ©2009.
- Description
- Book — 1 online resource (xxx, 831 pages) : illustrations Digital: text file.PDF.
- Summary
-
- EvoCOMNET Contributions.- Web Application Security through Gene Expression Programming.- Location Discovery in Wireless Sensor Networks Using a Two-Stage Simulated Annealing.- Wireless Communications for Distributed Navigation in Robot Swarms.- An Evolutionary Algorithm for Survivable Virtual Topology Mapping in Optical WDM Networks.- Extremal Optimization as a Viable Means for Mapping in Grids.- Swarm Intelligence Inspired Multicast Routing: An Ant Colony Optimization Approach.- A Framework for Evolutionary Peer-to-Peer Overlay Schemes.- Multiuser Scheduling in HSDPA with Particle Swarm Optimization.- Efficient Signal Processing and Anomaly Detection in Wireless Sensor Networks.- Peer-to-Peer Optimization in Large Unreliable Networks with Branch-and-Bound and Particle Swarms.- Evolving High-Speed, Easy-to-Understand Network Intrusion Detection Rules with Genetic Programming.- Soft Computing Techniques for Internet Backbone Traffic Anomaly Detection.- Testing Detector Parameterization Using Evolutionary Exploit Generation.- Ant Routing with Distributed Geographical Localization of Knowledge in Ad-Hoc Networks.- Discrete Particle Swarm Optimization for Multiple Destination Routing Problems.- EvoENVIRONMENT Contributions.- Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Ambient Temperature Modeling in Italy.- Estimating the Concentration of Nitrates in Water Samples Using PSO and VNS Approaches.- Optimal Irrigation Scheduling with Evolutionary Algorithms.- Adaptive Land-Use Management in Dynamic Ecological System.- EvoFIN Contributions.- Evolutionary Money Management.- Prediction of Interday Stock Prices Using Developmental and Linear Genetic Programming.- An Introduction to Natural Computing in Finance.- Evolutionary Approaches for Estimating a Coupled Markov Chain Model for Credit Portfolio Risk Management.- Knowledge Patterns in Evolutionary Decision Support Systems for Financial Time Series Analysis.- Predicting Turning Points in Financial Markets with Fuzzy-Evolutionary and Neuro-Evolutionary Modeling.- Comparison of Multi-agent Co-operative Co-evolutionary and Evolutionary Algorithms for Multi-objective Portfolio Optimization.- Dynamic High Frequency Trading: A Neuro-Evolutionary Approach.- EvoGAMES Contributions.- Decay of Invincible Clusters of Cooperators in the Evolutionary Prisoner's Dilemma Game.- Evolutionary Equilibria Detection in Non-cooperative Games.- Coevolution of Competing Agent Species in a Game-Like Environment.- Simulation Minus One Makes a Game.- Evolving Simple Art-Based Games.- Swarming for Games: Immersion in Complex Systems.- Fitness Diversity Parallel Evolution Algorithms in the Turtle Race Game.- Evolving Strategies for Non-player Characters in Unsteady Environments.- Grid Coevolution for Adaptive Simulations: Application to the Building of Opening Books in the Game of Go.- Evolving Teams of Cooperating Agents for Real-Time Strategy Game.- EvoHOT Contributions.- Design Optimization of Radio Frequency Discrete Tuning Varactors.- An Evolutionary Path Planner for Multiple Robot Arms.- Evolutionary Optimization of Number of Gates in PLA Circuits Implemented in VLSI Circuits.- Particle Swarm Optimisation as a Hardware-Oriented Meta-heuristic for Image Analysis.- EvoIASP Contributions.- A Novel GP Approach to Synthesize Vegetation Indices for Soil Erosion Assessment.- Flies Open a Door to SLAM.- Genetic Image Network for Image Classification.- Multiple Network CGP for the Classification of Mammograms.- Evolving Local Descriptor Operators through Genetic Programming.- Evolutionary Optimization for Plasmon-Assisted Lithography.- An Improved Multi-objective Technique for Fuzzy Clustering with Application to IRS Image Segmentation.- EvoINTERACTION Contributions.- Interactive Evolutionary Evaluation through Spatial Partitioning of Fitness Zones.- Fractal Evolver: Interactive Evolutionary Design of Fractals with Grid Computing.- Humorized Computational Intelligence towards User-Adapted Systems with a Sense of Humor.- Innovative Chance Discovery - Extracting Customers' Innovative Concept.- EvoMUSART Contributions.- Evolving Approximate Image Filters.- On the Role of Temporary Storage in Interactive Evolution.- Habitat: Engineering in a Simulated Audible Ecosystem.- The Evolution of Evolutionary Software: Intelligent Rhythm Generation in Kinetic Engine.- Filterscape: Energy Recycling in a Creative Ecosystem.- Evolved Ricochet Compositions.- Life's What You Make: Niche Construction and Evolutionary Art.- Global Expectation-Violation as Fitness Function in Evolutionary Composition.- Composing Using Heterogeneous Cellular Automata.- On the Socialization of Evolutionary Art.- An Evolutionary Music Composer Algorithm for Bass Harmonization.- Generation of Pop-Rock Chord Sequences Using Genetic Algorithms and Variable Neighborhood Search.- Elevated Pitch: Automated Grammatical Evolution of Short Compositions.- A GA-Based Control Strategy to Create Music with a Chaotic System.- Teaching Evolutionary Design Systems by Extending "Context Free".- Artificial Nature: Immersive World Making.- Evolving Indirectly Represented Melodies with Corpus-Based Fitness Evaluation.- Hearing Thinking.- EvoNUM Contributions.- Memetic Variation Local Search vs. Life-Time Learning in Electrical Impedance Tomography.- Estimating HMM Parameters Using Particle Swarm Optimisation.- Modeling Pheromone Dispensers Using Genetic Programming.- NK Landscapes Difficulty and Negative Slope Coefficient: How Sampling Influences the Results.- On the Parallel Speed-Up of Estimation of Multivariate Normal Algorithm and Evolution Strategies.- Adaptability of Algorithms for Real-Valued Optimization.- A Stigmergy-Based Algorithm for Continuous Optimization Tested on Real-Life-Like Environment.- Stochastic Local Search Techniques with Unimodal Continuous Distributions: A Survey.- Evolutionary Optimization Guided by Entropy-Based Discretization.- EvoSTOC Contributions.- The Influence of Population and Memory Sizes on the Evolutionary Algorithm's Performance for Dynamic Environments.- Differential Evolution with Noise Analyzer.- An Immune System Based Genetic Algorithm Using Permutation-Based Dualism for Dynamic Traveling Salesman Problems.- Dynamic Time-Linkage Problems Revisited.- The Dynamic Knapsack Problem Revisited: A New Benchmark Problem for Dynamic Combinatorial Optimisation.- Impact of Frequency and Severity on Non-Stationary Optimization Problems.- A Critical Look at Dynamic Multi-dimensional Knapsack Problem Generation.- EvoTRANSLOG Contributions.- Evolutionary Freight Transportation Planning.- An Effective Evolutionary Algorithm for the Cumulative Capacitated Vehicle Routing Problem.- A Corridor Method-Based Algorithm for the Pre-marshalling Problem.- Comparison of Metaheuristic Approaches for Multi-objective Simulation-Based Optimization in Supply Chain Inventory Management.- Heuristic Algorithm for Coordination in Public Transport under Disruptions.- Optimal Co-evolutionary Strategies for the Competitive Maritime Network Design Problem.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Genetic and Evolutionary Computing (14th : 2021 : Jilin, China)
- Singapore : Springer, [2022]
- Description
- Book — 1 online resource : illustrations (chiefly color). Digital: text file; PDF.
- Summary
-
- Swarm Intelligence and Its Applications.- Operational Technologies and Networked Multimedia Applications.- Wearable Computing and Intelligent Data Hiding.- Image Processing and Intelligent Applications.- Intelligent Multimedia Tools and Applications.- Technologies for Next-Generation Network Environments.- Recent Progress in Computational Electromagnetic Dynamics.- Future Cyber Security, Privacy and Forensics for Advanced systems.- Data Mining Techniques and its Applications.- Optimization Models in Deep Learning/Machine Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (6th : 2020 : Online)
- Singapore : Springer, [2022]
- Description
- Book — 1 online resource : illustrations (chiefly color) Digital: text file.PDF.
- Summary
-
- Chapter 1. Design and Construction of a Dual Axis Solar Tracking System by Astronomical Algorithm.-
- Chapter 2. Estimation of Magnetic Flux linkage in SRM using various defuzzification techniques.-
- Chapter 3. Multilevel Inverter based STATCOM for Distribution System.-
- Chapter 4. Sensitivity Analysis and Design Optimization of Synchronous Reluctance and Permanent Magnet Motors.-
- Chapter 5. A New Heuristic algorithm for Economic Load Dispatch incorporating wind power.-
- Chapter 6. Enhanced Grasshopper Optimization Algorithm For Numerical Optimization.-
- Chapter 7. Eco-Routing - To Reduce Vehicle CO2 Emissions by CACC: An IoT Application.-
- Chapter 8. Fuzzy Sliding Mode Control of DC-DC Boost Converter with Right-Half Plane Zero.-
- Chapter 9. Liquid Level Control of Non Linear Process Using Big Bang - Big Crunch Optimization Based Controller.-
- Chapter 10. Impact of PV Cells and MPPT Controller on Power System Dynamics.-
- Chapter 11. Wavelet Feature Based Microcalcification Detection in Mammogram.-
- Chapter 12. Reliable Radiation Hardened Memory Cells for Single-Event Multiple Effects.-
- Chapter 13. Finger Vein Identification Using Deep Convolutional Generative Adversarial Networks.-
- Chapter 14. Computer Aided Detection of Malignant Mass in Mammogram using U-Net Architecture.-
- Chapter 15. Visualization and Evaluation of Methane Gas Leakage by Thermal Image Processing using Supervised Deep Learning Models.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Frontiers in Intelligent Computing: Theory and Applications (8th : 2020 : Karnataka, India)
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Faster Result Retrieval from Health Care Product Sales Data Warehouse using Materialized Queries.- Feature Selection using Ant Colony Optimization and Weighted Visibility Graph.- From Generic to Custom: A Survey on Role of Machine Learning in Pharmacogenomics, Its Applications and Challenges.- Personalized Structure Balance Theory Based Movie Recommendation System.- Machine Learning Techniques for the Investigation of Phishing Websites.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ISICA (Symposium) (4th : 2009 : Huangshi Shi, China)
- Berlin ; New York : Springer, ©2009.
- Description
- Book — 1 online resource (xiv, 554 pages) : illustrations
- Summary
-
- Section I: Analysis of Genetic Algorithms
- A Novel Online Test-Sheet Composition Approach Using Genetic Algorithm
- A Route System Based on Genetic Algorithm for Coarse-Grain Reconfigurable Architecture
- Building Trade System by Genetic Algorithm
- Implementation of Parallel Genetic Algorithm Based on CUDA
- Moitf GibbsGA: Sampling Transcription Factor Binding Sites Coupled with PSFM Optimization by GA
- Network Model and Optimization of Medical Waste Reverse Logistics by Improved Genetic Algorithm
- SGEGC: A Selfish Gene Theory Based Optimization Method by Exchanging Genetic Components
- Section II: Computational Intelligence in Engineer Design
- A Novel RM-Based Algorithm for Reversible Circuits
- A Novel Transformation-Based Algorithm for Reversible Logic Synthesis
- Estimation of Distribution Algorithms for the Machine-Part Cell Formation
- Global Exponential Stability of Delayed Neural Networks with Non-lipschitz Neuron Activations and Impulses
- Modeling and Verification of Zhang Neural Networks for Online Solution of Time-Varying Quadratic Minimization and Programming
- New Product Design Based Target Cost Control with BP Neural Network and Genetic Algorithm
- A Case Study in Chinese Automobile Industry
- Hard Real Time Task Oriented Power Saving Scheduling Algorithm Based on DVS
- Section III: Optimization and Learning
- A Globally Convergent Smoothing Method for Symmetric Conic Linear Programming
- A New Optimizaiton Algorithm for Function Optimization
- A Point Symmetry-Based Automatic Clustering Approach Using Differential Evolution
- Balanced Learning for Ensembles with Small Neural Networks
- Estimating Geostatistics Variogram Parameters Based on Hybrid Orthogonal Differential Evolution Algorithm
- Memetic Strategies for Global Trajectory Optimisation
- Effects of Similarity-Based Selection on WBMOIA: A Weight-Based Multiobjective Immune Algorithm
- Section IV: Representations and Operators
- A Novel Evolutionary Algorithm Based on Multi-parent Crossover and Space Transformation Search
- An Evolutionary Algorithm and Kalman Filter Hybrid Approach for Integrated Navigation
- Clonal and Cauchy-mutation Evolutionary Algorithm for Global Numerical Optimization
- Construction of Hoare Triples under Generalized Model with Semantically Valid Genetic Operations
- Evaluation of Cobalt-Rich Crust Resources Based on Fractal Characteristics of Seamount Terrain
- Hybridizing Evolutionary Negative Selection Algorithm and Local Search for Large-Scale Satisfiability Problems
- Novel Associative Memory Retrieving Strategies for Evolutionary Algorithms in Dynamic Environments
- Section V: Robust Classification
- An Algorithm of Mining Class Association Rules
- An Empirical Study on Several Classification Algorithms and Their Improvements
- Classification of Imbalanced Data Sets by Using the Hybrid Re-sampling Algorithm Based on Isomap
- Detecting Network Anomalies Using CUSUM and EM Clustering
- Multiobjective Optimization in Mineral Resources Exploitation: Models and Case Studies
- Robust and Efficient Eye Location and Its State Detection
- Section VI: Statistical Learning
- A Neural Network Architecture for Perceptual Grouping, Attention Modulation and Boundary-Surface Interaction
- Adaptive Neighborhood Select Based on Local Linearity for Nonlinear Dimensionality Reduction
- Anti-spam Filters Based on Support Vector Machines
- Multi-attribute Weight Allocation Based on Fuzzy Clustering Analysis and Rough Sets
- Spatio-temporal Model Based on Back Propagation Neural Network for Regional Data in GIS
- Subject Integration and Applications of Neural Networks
- The Convergence Control to the ACO Metaheuristic Using Annotated Paraconsistent Logic
- The Research of Artificial Neural Network on Negative Correlation Learning
- Section VII: Swarm Intelligence
- A Discrete PSO for Multi-objective Optimization in VLSI Floorplanning
- Applying Chaotic Particle Swarm Optimization to the Template Matching Problem
- Cellular PSO: A PSO for Dynamic Environments
- Constrained Layout Optimization Based on Adaptive Particle Swarm Optimizer
- Multi-swarm Particle Swarm Optimizer with Cauchy Mutation for Dynamic Optimization Problems
- Optimization of the Damping of the Rectangular 3-D Braided Composite Based on PSO Algorithm
- Parallel Hybrid Particle Swarm Optimization and Applications in Geotechnical Engineering
- Storage-Based Intrusion Detection Using Artificial Immune Technique
- Section VIII: System Design
- A New Method for Optimal Configuration of Weapon System
- A Secure Routing Algorithm for MANET
- Detection and Defense of Identity Attacks in P2P Network
- License Plate Multi-DSP and Multi-FPGA Design and Realization in Highway Toll System
- QoS Routing Algorithm for Wireless Multimedia Sensor Networks
- Realization of Fingerprint Identification on DSP
- Localization Algorithm of Beacon-Free Node in WSN Based on Probability
- The Method of Knowledge Processing in Intelligent Design System of Products.
13. EVOLVE-- A bridge between probability, set oriented numerics and evolutionary computation [2013]
- EVOLVE (International conference) (1st : 2011 : Luxembourg)
- Berlin ; New York : Springer, ©2013.
- Description
- Book — 1 online resource (414 pages) Digital: text file.PDF.
- Summary
-
- On the Foundations and the Applications of Evolutionary Computing / Pierre Del Moral, Alexandru-Adrian Tantar and Emilia Tantar
- Incorporating Regular Vines in Estimation of Distribution Algorithms / Rogelio Salinas-Gutiérrez, Arturo Hernández-Aguirre and Enrique R. Villa-Diharce
- The Gaussian Polytree EDA with Copula Functions and Mutations / Ignacio Segovia Domínguez, Arturo Hernández Aguirre and Enrique Villa Diharce
- On Quality Indicators for Black-Box Level Set Approximation / Michael T.M. Emmerich, André H. Deutz and Johannes W. Kruisselbrink
- Set Oriented Methods for the Numerical Treatment of Multiobjective Optimization Problems / Oliver Schütze, Katrin Witting, Sina Ober-Blöbaum and Michael Dellnitz
- A Complex-Networks View of Hard Combinatorial Search Spaces / Marco Tomassini and Fabio Daolio
- Cooperative Coevolution for Agrifood Process Modeling / Olivier Barrière, Evelyne Lutton, Pierre-Henri Wuillemin, Cédric Baudrit and Mariette Sicard, et al.
- Hybridizing cGAs with PSO-like Mutation / E. Alba and A. Villagra
- On Gradient-Based Local Search to Hybridize Multi-objective Evolutionary Algorithms / Adriana Lara, Oliver Schütze and Carlos A. Coello Coello
- On the Integration of Theoretical Single-Objective Scheduling Results for Multi-objective Problems / Christian Grimme, Markus Kemmerling and Joachim Lepping
- Analysing the Robustness of Multiobjectivisation Approaches Applied to Large Scale Optimisation Problems / Carlos Segura, Eduardo Segredo and Coromoto León
- A Comparative Study of Heuristic Conversion Algorithms, Genetic Programming and Return Predictability on the German Market / Esther Mohr, Günter Schmidt and Sebastian Jansen.
(source: Nielsen Book Data)
- EA (Conference) (9th : 2009 : Strasbourg, France)
- Berlin ; New York : Springer, ©2010.
- Description
- Book — 1 online resource (xii, 205 pages) : illustrations
- Summary
-
- Theory.- Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case.- Improving the Scalability of EA Techniques: A Case Study in Clustering.- Ant Colony Optimization.- MC-ANT: A Multi-Colony Ant Algorithm.- Applications.- Artificial Evolution for 3D PET Reconstruction.- A Hybrid Genetic Algorithm/Variable Neighborhood Search Approach to Maximizing Residual Bandwidth of Links for Route Planning.- Parallelization of an Evolutionary Algorithm on a Platform with Multi-core Processors.- On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error.- Combinatorial Optimization.- Memetic Algorithms for Constructing Binary Covering Arrays of Strength Three.- A Priori Knowledge Integration in Evolutionary Optimization.- Robotics.- On-Line, On-Board Evolution of Robot Controllers.- The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms.- Multi-objective Optimization.- An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP.- Alternative Fitness Assignment Methods for Many-Objective Optimization Problems.- Genetic Programming.- Evolving Efficient List Search Algorithms.- Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression.- Genetic-Programming Based Prediction of Data Compression Saving.- Machine Learning.- On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Wivace (2008 : Venice, Italy)
- Singapore ; Hackensack, N.J. : World Scientific Pub. Co., ©2010.
- Description
- Book — 1 online resource (xv, 324 pages) : illustrations (some color) Digital: data file.
- Summary
-
- Diffusion of Shapes (R S Shaw & N H Packard)
- FDC-Based Particle Swarm Optimization (A Azzini et al.)
- Predictive Neural Networks in the Design of Experiments (D De March et al.)
- Prefrontal Cortex and Action Sequences: A Review on Neural Computational Models (I Gaudiello et al.)
- Bio-Inspired ICT for Evolutionary Emotional Intelligence (M Villamira & P Cipresso)
- Cooperation in Corvids: A Simulative Study with Evolved Robots (O Miglino et al.)
- Distributed Processes in a Agent-Based Model of Innovation (L Ansaloni et al.)
- Imaginary or Actual Artificial Worlds Using a New Tool in the ABM Perspective (P Terna)
- Dynamics of Interconnected Boolean Networks with Scale-Free Topology (C Damiani et al.)
- Semi-Synthetical Minimal Cells (P Stano & P L Luisi)
- and Other Papers.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoCOP (Conference) (7th : 2007 : Valencia, Spain)
- Berlin ; New York : Springer, ©2007.
- Description
- Book — 1 online resource (xii, 239 pages) : illustrations
- Summary
-
- A New Local Search Algorithm for the DNA Fragment Assembly Problem.- A Hybrid Immune-Based System for the Protein Folding Problem.- A Genetic Algorithm for the Resource Renting Problem with Minimum and Maximum Time Lags.- A Probabilistic Beam Search Approach to the Shortest Common Supersequence Problem.- Genetic Algorithms for Word Problems in Partially Commutative Groups.- A GRASP and Branch-and-Bound Metaheuristic for the Job-Shop Scheduling.- Reducing the Size of Traveling Salesman Problem Instances by Fixing Edges.- Iterated k-Opt Local Search for the Maximum Clique Problem.- Accelerating Local Search in a Memetic Algorithm for the Capacitated Vehicle Routing Problem.- Evolutionary Algorithms for Real-World Instances of the Automatic Frequency Planning Problem in GSM Networks.- A New Metaheuristic for the Vehicle Routing Problem with Split Demands.- Generation of Tree Decompositions by Iterated Local Search.- Edge Assembly Crossover for the Capacitated Vehicle Routing Problem.- Tackling the Container Loading Problem: A Hybrid Approach Based on Integer Linear Programming and Genetic Algorithms.- A Population-Based Local Search for Solving a Bi-objective Vehicle Routing Problem.- Combining Lagrangian Decomposition with an Evolutionary Algorithm for the Knapsack Constrained Maximum Spanning Tree Problem.- Exact/Heuristic Hybrids Using rVNS and Hyperheuristics for Workforce Scheduling.- An Analysis of Problem Difficulty for a Class of Optimisation Heuristics.- A New Grouping Genetic Algorithm for the Quadratic Multiple Knapsack Problem.- A Hybrid Method for Solving Large-Scale Supply Chain Problems.- Crossover Operators for the Car Sequencing Problem.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Evolvable Systems (8th : 2008 : Prague, Czech Republic)
- Berlin : Springer, 2008.
- Description
- Book — 1 online resource (xv, 444 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Evolution of Analog Circuits
- Unconstrained Evolution of Analogue Computational "QR" Circuit with Oscillating Length Representation
- ISCLEs: Importance Sampled Circuit Learning Ensembles for Trustworthy Analog Circuit Topology Synthesis
- Evolution of Digital Circuits
- A Comparison of Evolvable Hardware Architectures for Classification Tasks
- Hardware Acceleration of an Immune Network Inspired Evolutionary Algorithm for Medical Diagnosis
- A Stepwise Dimension Reduction Approach to Evolutionary Design of Relative Large Combinational Logic Circuits
- Hardware-Software Codesign and Platforms for Adaptive Systems
- Evolutionary Graph Models with Dynamic Topologies on the Ubichip
- A Hardware-Software Design Framework for Distributed Cellular Computing
- Hardware/Software Co-synthesis of Distributed Embedded Systems Using Genetic Programming
- Self-Adaptive Networked Entities for Building Pervasive Computing Architectures
- Best Paper Award Competition
- Cellular Automata-Based Development of Combinational and Polymorphic Circuits: A Comparative Study
- Investigating the Suitability of FPAAs for Evolved Hardware Spiking Neural Networks
- The Segmental-Transmission-Line: Its Design and Prototype Evaluation
- On Evolutionary Synthesis of Linear Transforms in FPGA
- Evolutionary Robotics
- Towards Efficient Evolutionary Design of Autonomous Robots
- Indirect Online Evolution
- A Conceptual Framework for Adaptation in Industrial Robotic Systems
- Development
- A Developmental Gene Regulation Network for Constructing Electronic Circuits
- Discovery and Investigation of Inherent Scalability in Developmental Genomes
- Learning General Solutions through Multiple Evaluations during Development
- Real-World Applications
- Evolving MEMS Resonator Designs for Fabrication
- Self-Reconfigurable Mixed-Signal Integrated Circuits Architecture Comprising a Field Programmable Analog Array and a General Purpose Genetic Algorithm IP Core
- Evolutionary Networking
- Proposal for LDPC Code Design System Using Multi-Objective Optimization and FPGA-Based Emulation
- Scalability of a Novel Shifting Balance Theory-Based Optimization Algorithm: A Comparative Study on a Cluster-Based Wireless Sensor Network
- Evolutionary Design of Fault Tolerant Collective Communications
- Evolvable Artificial Neural Networks
- A Cellular Structure for Online Routing of Digital Spiking Neuron Axons and Dendrites on FPGAs
- Bio-inspired Event Coded Configurable Analog Circuit Block
- Dynamics of Firing Patterns in Evolvable Hierarchically Organized Neural Networks
- Transistor-Level Circuit Evolution
- Evolving Variability-Tolerant CMOS Designs
- Transistor-Level Evolution of Digital Circuits Using a Special Circuit Simulator
- Extended Posters
- Optimised State Assignment for FSMs Using Quantum Inspired Evolutionary Algorithm
- Evolvable Hardware: A Tool for Reverse Engineering of Biological Systems
- Coevolution of Neuro-developmental Programs That Play Checkers
- Hippocampus-Inspired Spiking Neural Network on FPGA
- Fault-Tolerant Memory Design and Partitioning Issues in Embryonics
- The Input Pattern Order Problem: Evolution of Combinatorial and Sequential Circuits in Hardware
- Neural Development on the Ubichip by Means of Dynamic Routing Mechanisms
- Short Posters
- The Perplexus Programming Framework: Combining Bio-inspiration and Agent-Oriented Programming for the Simulation of Large Scale Complex Systems
- Quantum Bio-inspired Vision Model on System-on-a-Chip (SoC)
- Evolutionary Meta Compilation: Evolving Programs Using Real World Engineering Tools
- Waveguide Synthesis by Genetic Algorithms with Multiple Crossover
- Parallel Grammatical Evolution for Circuit Optimization
- Self-organization of Bio-inspired Integrated Circuits
- Artificial Creativity in Linguistics Using Evolvable Fuzzy Neural Networks.
(source: Nielsen Book Data)
- SCDS (Conference) (6th : 2021 : Online)
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource : illustrations (chiefly color) Digital: text file.PDF.
- Summary
-
- AI Techniques and applications.- Data Analytics and Technologies.- Data Mining and Image Processing.- Machine & Statistical Learning. .
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- SCDM (Conference) (4th : 2020 : Melaka, Malaysia)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (491 pages)
- Summary
-
- Chapter 1: An Enhanced Model for Digital Reference Services (MDRS).-
- Chapter 2: Fuzzy Random Based Mean Variance Model For Agricultural Production Planning.-
- Chapter 3: Residual Neural Network vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition.-
- Chapter 4: Incorporating the Markov Chain Model in WBSN for Improving Patients' Remote Monitoring Systems.-
- Chapter 5: Designing Deep Neural Network with Chicken Swarm Optimization for Violence Video Classification using VSD2014 Dataset.-
- Chapter 6: Header Based Email Spam Detection Framework Using Support Vector Machine (SVM) Technique.-
- Chapter 7: A Mechanism to Support Agile Frameworks Enhancing Reliability Assessment for SCS Development: A Case Study of Medical Surgery Departments.-
- Chapter 8: Link Bandwidth Recommendation for Indonesian E-Health Grid.-
- Chapter 9: Investigating the Optimal Parameterization of Deep Neural Network and Synthetic Data Workflow for Imbalance Liver Disorder Dataset Classification.-
- Chapter 10: Genetic Algorithm Based Parallel K-Means Data Clustering Algorithm Using MapReduce Programming Paradigm on Hadoop Environment (GAPKCA).-
- Chapter 11: Android Botnet Detection by Classification Techniques.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoApplications (Conference) (20th : 2017 : Amsterdam, Netherlands)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxiv, 243 pages) : illustrations Digital: text file.PDF.
- Summary
-
- EvoSET: Hybrid Algorithms Based on Integer Programming for the Search of Prioritized Test Data in Software Product Lines.- On the Use of Smelly Examples to Detect Code Smells in JavaScript.- Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka.- Focusing Learning-based Testing away from Known Weaknesses.- Polytypic Genetic Programming.- Evolving Rules for Action Selection in Automated Testing via Genetic Programming - A First Approach.- EvoSTOC: A New Multi-swarm Particle Swarm Optimization for Robust Optimization over Time.- The Static and Stochastic VRP with Time Windows and Both Random Customers and Reveal Times.- Pre-Scheduled Colony Size Variation in Dynamic Environments.- An Online Packing Heuristic for the Three-dimensional Container Loading Problem in Dynamic Environments and the Physical Internet.- Advancing Dynamic Evolutionary Optimization Using In-Memory Database Technology.- Road Traffic Rules Synthesis Using Grammatical Evolution.- Solving Dynamic Graph Coloring Problem Using Dynamic Pool Based Evolutionary Algorithm.- General: Meta-Heuristics for Improved RF Emitter Localization.- Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
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