Search Results - Automated Machine Learning algorithms

Kinesthetic Perception A Machine Learning Approach / by Chaudhuri, Subhasis

Dynamic Fuzzy Machine Learning / by Li, Fanzhang, Zhang, Li, Zhang, Zhao

Application of FPGA to Real‐Time Machine Learning Hardware Reservoir Computers and Software Image Processing / by Antonik, Piotr

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

Table of Contents: “…Content -- -- Part(1) Swarm intelligence and optimzation -- A Hybrid Grey Wolf-Bat Algorithm for Global Optimization -- Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning -- Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine -- Pareto based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks -- Fish Image Segmentation using Salp Swarm Algorithm -- Swarming behaviors of chicken for predicting posts on Facebook branding pages -- Enhancing AGDE algorithm using population size reduction for global numerical optimization -- Simulated Annealing based Quantum Inspired Automatic Clustering Technique -- Hybrid grasshopper optimization algorithm and support vector machines for automatic seizure detection in EEG Signals -- A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis -- Pairwise Global Sequence Alignment using Sine-Cosine Optimization Algorithm -- An automated fish species identification system based on crow search algorithm -- Part(2) Fuzzy Logic and applications -- Design and implementation of Fuzzy PID controller into Multi agent Smart Library System Prototype -- Fuzzy Logic controller with color vision system tracking for mobile manipulator robot -- Interactive Fuzzy Cellular Automata for Fast Person Re-Identification -- Decision Support System for Determination of Forces Applied in Orthodontic based on Fuzzy Logic -- Part (3) Advanced Machine Learning and Applications -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Machine Learning: A Convergence of Emerging Technologies in Computing -- Discrimination of Satellite Signals from Opencast Mining of Mineral Ores of Hematite and Uranium using Digital Image Processing and Geostatistical Algorithms -- Detecting Cross-Site Scripting Attacks using Machine Learning -- Text Mining Approach to Extract Associations between Obesity and Arabic Herbal Plants -- A Reinforcement Learning-based Adaptive Learning System -- Performance Evaluation of SVM-Based Amazighe Named Entity Recognition -- Trained Neural Networks Ensembles Weight Connections Analysis -- An Empirical Analysis of User Behavior for P2P IPTV Workloads -- Intelligent Decision Framework to Explore And control Infection Of Hepatitis C Virus -- Supervised Rainfall Learning Model using Machine Learning Algorithms -- Reducing Stage Weight Estimation Error of Slow Task Detection in MapReduce Scheduling -- Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data -- Student Profile in E-learning Environment Based on Two-Dimensional Ontologies -- Comparative Sentiment Analysis on a Set of Movie Reviews using Deep Learning Approach -- Medical Equipment Failure Rate Analysis Using Supervised Machine Learning -- Part(4) Big data and classification -- Big-Data Aggregating, Linking, Integrating and Representing using Semantic Web Technologies -- Computer Aided Diagnostic System for Automatic Detection of Brain Tumor through MRI Using Clustering Based Segmentation Technique and SVM Classifier -- Feature selection using Genetic algorithm for big data -- Prediction of Liver Diseases Based on Machine Learning Technique for Big Data -- Stance Detection in Tweets Using a Majority Vote Classifier -- A Comparative Study of Classification Methods for Flash Memory Error Rate Prediction -- Opinion extraction and classification of real time YouTube cooking recipes comments -- A Framework for Big Data Analysis in Smart Cities -- Performance Enhancement of Distributed Clustering for Big Data Analytics -- Open Circuit Fault Diagnosis of Cascaded H-Bridge MLI using k-NN Classifier based on PPCA -- Improved Production Key Performance Indicators (KPI's) Using Intelligent-Manufacturing Execution Systems (I-MES) -- Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images -- GPU-based CAPSO with N-Dimension Particles -- Machine Learning and Big Data Processing: A Technological Perspective and Review -- Harnessing the power of Big Data in Science -- Building Online Social Network Dataset for Arabic Text Classification -- Breast Cancer Detection and Classification using Thermography: A Review -- An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime -- Efficient Sentiment Analysis Approach Using Feature Selection and Classifier Ensemble -- Part(5) Intelligent Systems and Applications -- Development of an Ontology Based Solution for Energy Saving Through a Smart Home in the City of Adrar in Algeria -- Embeddings of Categorical Variables for Sequential Data in Fraud Context -- Hybrid Information Filtering Engine for Personalized Job Recommender System -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Adaptive Task Scheduling on Multicore Processors -- PFastNCA: Parallel Fast Network Component Analysis for gene regulatory network -- Robots That Can Mix Serious With Fun -- Dialect versus MSA Sentiment Analysis -- Energy Aware Optimized Hierarchical Routing Technique for Wireless Sensor Networks -- Multi-filter Score-level Fusion for Fingerprint Verification -- Color Image Segmentation of Fishes with Complex Background in Water -- Analysis of Credit Risk Prediction using ARSkNN -- Dental Age Estimation in East Asian Population with Least Squares Regression -- Text Mining Approach to Analyse Stock Market Movement -- Stock Market Real Time Recommender Model Using Apache Spark Framework -- Patient Fingerprint Minutiae based Medical Image Watermarking and Adaptive Integrity -- Toward a Secure and Robust Medical Image Watermarking in Untrusted Environment -- Gray matter volume abnormalities in the reward system in first-episode patients with major depressive disorder .…”

Advances in Systems, Control and Automation ETAEERE-2016 /

New Trends in Medical and Service Robots Design, Analysis and Control /

Practical Computer Vision Applications Using Deep Learning with CNNs With Detailed Examples in Python Using TensorFlow and Kivy / by Gad, Ahmed Fawzy

Distributed denial of service attacks : concepts, mathematical and cryptographic solutions /

Advances in Service and Industrial Robotics Proceedings of the 26th International Conference on Robotics in Alpe-Adria-Danube Region, RAAD 2017 /

Table of Contents: “…Aref, Juho Vihonen, Reza Ghabcheloo, Jouni Mattila -- A Novel Method for Geometric Robot Calibration Using Laser Pointer and Cameras, by Hubert Gattringer, Matthias Neubauer, Dominik Kaserer, Andreas Mueller -- Redundant Robotic Manipulator Path Planning for Real-Time Obstacle and Self-Collision Avoidance, by Tuomo Kivelä, Jouni Mattila, Jussi Puura, Sirpa Launis -- A Low-cost Experimental Device for Compliant Physical Human-Robot Interaction, by Dániel Rácz, Mátyás Takács, Péter Galambos, János Somló -- Using spring-damper elements to support human-like push recovery motions, by Ruth Malin Kopitzsch, Katja Mombaur -- Validation of Relevant Parameters of Sensitive Manipulators for Human-Robot Collaboration, by David Kirschner, Andreas Schlotzhauer, Mathias Brandstötter, Michael Hofbaur -- Optimization-based methods for planning and control of environment-aware robotic systems -- Preliminary design of an electropneumatic automatic machine for herbaceous grafting, by Guido Belforte, Gabriella Eula, Terenziano Raparelli, Silvia Sirolli, Pietro Piccarolo, Paolo Gay, Davide Ricauda, Lorenzo Comba -- A Falling Motion Strategy for Humanoids Based on Motion Primitives of Human Falling, by Libo Meng, Zhangguo Yu, Weimin Zhang, Xuechao Chen, Marco Ceccarelli, Qiang Huang -- Legged robot strategies for climbing stairs, by Mircea Nitulescu, Mircea Ivanescu, Sorin Manoiu-Olaru, Dong Hai Nguyen Van -- Kinematic Path Control of a Redundant Robot Arm in Sliding Mode, by Evgeniy Krastev -- Precise Positioning of a Robotic Arm Manipulator Using Stereo Computer Vision and Iterative Learning, by Kaloyan Yovchev, Denis Chikurtev, Nayden Chivarov, Nedko Shivarov -- A Receding Horizon Push Recovery Strategy for Balancing the iCub Humanoid Robot, by Stefano Dafarra, Francesco Romano, Francesco Nori -- Neural Networks for Real-Time, Probabilistic Obstacle Detection, by Tobias Werner, Josua Bloeß, Dominik Henrich -- Vision systems -- Cloud Robot Vision Services Extend High-performance Computing Capabilities of Robot Systems, by Florin Daniel Anton, Theodor Borangiu, Silvia Anton, Silviu Raileanu -- A robotic 3D vision system for automatic cranial prostheses inspection, by Maria Cristina Valigi, Silvia Logozzo, Gabriele Canella -- Automated, Depth Sensor Based Object Detection and Path Planning for Robot-Aided 3D Scanning, by Jakob Ziegler, Hubert Gattringer, Dominik Kaserer, Andreas Mueller -- Collision Avoidance System for Collaborative Robotics, by Stefano Mauro, Leonardo Sabatino Scimmi, Stefano Pastorelli -- Mobile robots and path planning design and construction of a demonstrative Heritagebot Platform, by Marco Ceccarelli, Daniele Cafolla, Matteo Russo, Giuseppe Carbone -- Estimation of the Traversal Time for a Fleet of Industrial Transport Robots, by Clemens Mühlbacher, Gerald Steinbauer, Stephan Gspandl, Micheal Reip -- Adapting Edge Weights for Optimal Paths in a Navigation Graph, by Clemens Mühlbacher, Gerald Steinbauer, Stephan Gspandl, Micheal Reip -- Advanced Modelling Techniques for Flexible Robotic Systems, by Mariapaola D'Imperio, Cristiano Pizzamiglio, Daniele Ludovico, Giancarlo Genta, Darwin Caldwell, Ferdinando Cannella -- Autonomous Mobile Manipulation using ROS, by Heiko Engemann, Patrick Wiesen, Stephan Kallweit, Harshavardhan Deshpande -- Automation and robotics for vehicles -- Team of Pneumatic ASi-controlled Climber Robots for Ships Inspection, by Enrico Ravina -- Elasto-kinematic characteristics of Car Sus-pensions with magnetorheological bushings, by Renato Brancati, Giandomenico Di Massa, Ernesto Rocca, Cesare Rossi, Sergio Savino, Francesco Timpone -- Delay-dependent criteria for robust lateral stability control of articulated vehicles, by Mojtaba Sharifzadeh, arash farnam, Adolfo Senatore, Francesco Timpone, Ahmad Akbari -- Comparison of modelling tools for the assessment of the parameters of driving assistance solutions, by Flavio Farroni, Guido Fusco, Luigi Pariota, Sebastian Rosario Pastore, Aleksandr Sakhnevych, Francesco Timpone -- Modeling, Simulation and Control of a 4WD Electric Vehicle with In-Wheel Motors, by Raffaele Iervolino, Aleksandr Sakhnevych -- Path Tracking Control for Autonomous Driving Applications, by Antonio Tota, mauro velardocchia, Levent Guvenc -- UAV: Innovation and new application fields in the future -- Electromagnetic characterization of installed antennas through UAVs, by Irene Aicardi, Pietro Bolli, Andrea Lingua, Fabio Paonessa, Marco Piras,Giuseppe Virone -- Remote Sensing from RPAS in Agriculture: an Overview of Expectations and Unanswered Questions, by Enrico Borgogno Mondino -- A Self-adapting Method for 3D Environment Exploration Inspired by Swarm Behaviour, by Jan Zelenka, tomas kasanicky, Ivana Budinska -- Analysis & Modelling of Powertrain Components for an Efficient UAV Design, by Mario Silvagni, Marcello Chiaberge, Federico Tessari -- Camera Selection and Flight Planning for Post Processing 3D Reconstruction Automatization, by Mario Silvagni, Marcello Chiaberge, Osman Abdalla Sidahmed Osman -- A modular Cloud Robotics architecture for data management and mission handling of Unmanned Robotic Services, by Marcello Chiaberge, Mario Silvagni, Claudio Sanguedolce, Gianluca Dara -- Application of an inspection robot composed by collaborative terrestrial and aerial modules for an operation in agriculture, by Roberto Grassi, Rea Pierluigi, Erika Ottaviano, Paolo Maggiore -- Industrial applications -- Airbrush robotic painting system: experimental validation of a colour spray model, by Lorenzo Scalera, Enrico Mazzon, Paolo Gallina, Alessandro Gasparetto -- Spring design for motor torque reduction in articulated mechanisms, by Paolo Boscariol, Giovanni Boschetti, Paolo Gallina, Chiara Passarini -- A robotic design for a MIM based technology, by Hermes Giberti, Luca Sbaglia -- Robust One-Shot Robot Programming by Demonstration using Entity-based Resources, by Eric Mathias Orendt, Michael Riedl, Dominik Henrich -- The "Robot Mechanics" course experience at Politecnico di Milano, by Hermes Giberti, Enrico Fiore -- Mechatronic Design and Prototype of a 4-DOFs Hot Wire CNC Foam Cutting Machine, by Giorgio Figliolini, Rea Pierluigi, Carlo Cocomello -- Robotic grippers -- Development of a NEMS-Technology based Nano Gripper, by Andrea Veroli, Alessio Buzzin, Rocco Crescenzi, Fabrizio Frezza, Giampiero de Cesare, Vito D'Andrea, Francesco Mura, Matteo Verotti, Alden Dochshanov, Nicola Pio Belfiore -- A 3-Finger Robotic Gripper for Grasping Fabrics Based on Cams-Followers Mechanism, by Panagiotis Koustoumpardis, Sotiris Smyrnis, Nikos Aspragathos -- Experimental results for QuBu Gripper: a 3-Jaw electric gripper, by Luca Girolamo Butera, Giuseppe Quaglia -- Experimental evaluation and comparison of low-cost adaptive mechatronic grippers, by Giovanni Carabin, Ilaria Palomba, Dominik Matt, Renato Vidoni -- The experience at University of L'Aquila on shape memory alloys actuators, by Francesco Durante, Pierluigi Beomonte Zobel, Terenziano Raparelli -- Humanoids & cognitive sys.…”

Cloud security : techniques and applications /

Cloud Security : Techniques and Applications /

Data science in chemistry : artificial intelligence, big data, chemometrics and quantum computing with Jupyter / by Gressling, Thorsten

Table of Contents: “…84 Automated machine learning --…”

Cyber Security: Power and Technology

Mechatronics for Cultural Heritage and Civil Engineering

BIOKYBERNETIKA : Mathematics for Theory and Control in the Human and in Society /

Cognitive Computing for Big Data Systems Over IoT Frameworks, Tools and Applications /

Table of Contents: “…Beyond Automation: The Cognitive IoT - Artificial Intelligence Brings Sense to the Internet of Things -- Cybercrimes Investigation and Intrusion Detection in Internet of Things Based on Data Science Methods -- Modeling and Analysis of Multi-Objective Service Selection Scheme in IoT-Cloud Environment -- Cognitive data science automatic fraud detection solution, based on Benford' s law, fuzzy logic with elements of machine learning -- Reliable Cross Layer Design for E-health Applications - IoT Perspective -- Erasure Codes for Reliable Communication in Internet-ofThings (IoT) embedded with Wireless Sensors -- Review: Security and Privacy Issues of Fog Computing -- A Review on Security and Privacy Challenges of Big Data -- Recent Developments in Deep Learning with Applications -- High-Level Knowledge Representation and Reasoning in a Cognitive IoT/WoT Context -- Applications of IoT in Healthcare -- Security Stipulations on IoT Networks -- A Hyper Heuristic Localization Based Cloned Node Detection Technique using GSA Based Simulated Annealing in Sensor Networks -- Review on Analysis of the Application Areas and Algorithms used in Data Wrangling in Big Data -- An innovation model for Smart Traffic Management System Using Internet of Things(IoT). .…”

ICT Based Innovations Proceedings of CSI 2015 /

Table of Contents: “…FPKIVS- A Stellar Approach to Voting Systems in India -- Minimax (Maximin) with Special Approach of Gamification in Higher Education -- Comparing the Behavior of Oversampling and Undersampling Approach of Class Imbalance Learning by Combining Class Imbalance Problem with Noise -- Proposed ICT Based Transportation Model: EEG -- Multi-Criteria Rating Using Fuzzy Ranking for Improving Soil Recommendation System -- Design and Development of the Agricultural Model: a way to Connect Farmer Community to Agriculture Market for Betterment of Rural Development -- A Methodical Study on Behaviour of Different Seeds Using an Iterative Technique with Evaluation of Cluster Validity -- BharataNatyam Dance Classification with Rough Set Tools -- Effective & Efficient Digital Advertisement Algorithms -- Automation of Patient Information in Healthcare System -- Recommendation for Selecting Smart Village in India Through Opinion Mining Using Big Data Analytics -- Analyzing Online Groups or the Communities in Social Media Networks by Algorithmic Approach -- Open Source EJBCA Public Key Infrastructure for e-Governance Enabled Software Systems in RRCAT -- Anticipation of Gross Domestic Product Using World Development Indicators -- An Efficacious Matching of Finger Knuckle Print Images Using Gabor Feature -- An Ensemble Based Decision Support System for the Students' Academic Performance Prediction -- Adding Big Value to Big Businesses: A Present State-of-the-Art of Big Data, Frameworks and Algorithms -- Content Based Social Network Aggregation -- Collaborative Filtering Based Recommender System -- Classifying Exoplanets as Potentially Habitable Using Machine Learning -- Model to Detect Fake Reviews in Tourism Sector -- Towards Understanding Preference of Use of Emoticons for Effective Online Communication and Promotion: A Study of National Capital Region of Delhi, India -- Analysis of Functional Parameters to Implement Knowledge Management for Sustainable e-Governance in Agriculture Sector of Saurashtra Region of Gujarat State -- Trust and Distrust in Web: Two Sides of a Same Coin or Poles Apart? …”

Sustainable Cloud and Energy Services Principles and Practice /

Table of Contents: “…Chapter 1.Cloud Computing for Internet of Things: Architecture, Issues and Challenges in integration -- Chapter 2.A self-governing and decentralized network of smart objects to share electrical power autonomously -- Chapter 3.Implementing Energy Service Automation using Cloud Technologies and Public Communications Networks -- Chapter 4.Privacy-Preserving Smart Grid Tariff Decisions with Block-Chain-Based Smart Contracts -- Chapter 5.Energy Cloud: Services for Smart Buildings -- Chapter 6.Virtual Machine Consolidation Algorithms for Energy-Efficient Dynamic Cloud Resource Management: A Review -- Chapter 7.Energy Saving in Cloud by using Enhanced Instance Based Learning (EIBL) for Resource Prediction -- Chapter 8.Short-Term Prediction Model to Maximize Renewable Energy Usage in Cloud Data Centers -- Chapter 9.Optimal Sizing of a Micro-Hydrokinetic Pumped-Hydro-Storage Hybrid System for Different Demand Sectors -- Chapter 10.Impact of different South African demand sectors on grid-connected PV systems' optimal energy dispatch under Time of Use Tariff.…”

Robotics, AI and the Future of Law

Handbook of artificial intelligence at work : interconnections and policy implications /