Suchergebnisse - Program Analysis for Machine Learning Models

Practical Machine Learning with Python A Problem-Solver's Guide to Building Real-World Intelligent Systems / von Sarkar, Dipanjan

Materials Discovery and Design By Means of Data Science and Optimal Learning /

Inhaltsangabe: “… Part 1: Learning from Data in Material Science -- Designing Novel Multifunctional Materials via Inverse Optimization Techniques -- Quantifying Uncertainties in First Principles Alloy Thermodynamics -- Forward Modeling of Electron Scattering Modalities for Microstructure Quantification -- The Potential of Network Analysis Strategies to HEDM Data: Classification of Microstructures and Prediction of Incipient Failure -- Part 2: Data and Inference -- Challenges of Diagram extraction and Understanding -- Integration of Computational Reasoning, Machine Learning, and Crowdsourcing for Accelerating Materials Discovery -- Computational Creativity for Materials Science -- Optimal Experimental Design Based on Uncertainty Quantification -- Part 3: High-Throughput Calculations and Experiments Functionality-Driven Design and Discovery -- The Use of Proxies and Data for Guiding Materials Synthesis: Examples of Phosphors and Thermoelectrics -- Big Data from Experiments -- Data-Driven Approaches to Combinatorial Materials Science -- Invariant Representations for Robust Materials Prediction -- Part 4: Data Optimization/Challenges in Analysis of Data for Facilities -- The MGI Data Infrastructure -- Is Rigorous Automated Materials Design and Discovery Possible?  …”

Reinforcement Learning for Optimal Feedback Control A Lyapunov-Based Approach / von Kamalapurkar, Rushikesh

Synthetic Vision : Using Volume Learning and Visual DNA / von Krig, Scott

Knowledge Engineering for Modern Information Systems : Methods, Models and Tools /

Advances in Hybridization of Intelligent Methods Models, Systems and Applications /

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

Inhaltsangabe: “… 84 Automated machine learning -- …”

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

Inhaltsangabe: “… 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. …”

5th International Symposium on Data Mining Applications

Intelligent Distributed Computing XI

Inhaltsangabe: “… Part I: Distributed Algorithms and Optimization -- A Performance Analysis of Self-* Evolutionary Algorithms on Networks with Correlated Failures -- Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed -- Heuristic of Anticipation for Fair Scheduling and Resource Allocation in Grid VOs -- On the Applications of Dijkstra's Shortest Path Algorithm in Software Defined Networks -- Part II: Reasoning and Decision Making in Distributed Environments -- Towards a Paraconsistent Approach to Actions in Distributed Information-Rich Environments -- A Modified Vickrey Auction with Regret Minimization for Uniform Alliance Decisions -- Lightweight Cooperative Self-Localization as Support to Traffic Regulation for Autonomous Car Driving -- A New Approach for Vertical Handover between LTE and WLAN Based on Fuzzy Logic and Graph Theory -- Part III: Multi-agent Systems -- Programming the Interaction Space Effectively with ReSpecTX -- Multi-Agent System to Design Next Generation of Airborne Platform -- A Drone-based Building Inspection System using Software-Agents -- Part IV: Data Analysis, Mining and Integration -- Connecting Social Media Data with Observed Hybrid Data for Environment Monitoring -- EUStress: a Human Behaviour Analysis System for Monitoring and Assessing Stress during Exams -- Post Sharing-based Credibility Network for Social Network -- Ontological Hybrid Storage for Security Data -- Part V: Machine Learning -- Wind Power Production Forecasting using Ant Colony Optimization and Extreme Learning Machines -- Convolutional Neural Networks for Four-Class Motor Imagery Data Classification -- Binary Classification of Images for Applications in Intelligent 3D Scanning -- Part VI: Internet of Things and Cloud Computing -- Context Aware Resource and Service Provisioning Management in Fog Computing Systems -- An Argumentative Approach to Smart Home Office Ambient Lighting -- A Recommender System Based on Hierarchical Clustering for Cloud e-Learning -- A Taxonomy of Anomalies in Distributed Cloud Systems: The CRI-Model -- Modeling and Analysis of IoT Energy Resource Exhaustion Attacks -- Part VII: Service-based Distributed Systems -- Service Discovery in Megascale Distributed Systems -- Context-Aware Access Control Model for Services Provided from Cloud Computing -- Reference Architecture for Self-Adaptive Microservice Systems -- Part VIII: WASA 2017 (7th Workshop on Applications of Software Agents) -- Agent-Based Computing in the Internet of Things: a Survey -- Teaching, Learning and Assessment of Agents and Robotics in a Computer Science Curriculum. …”

Artificial Intelligence and Robotics

Inhaltsangabe: “… -Design of Palm Acupuncture Points Indicator -- Low-rank Representation and Locality-constrained Regression for Robust Low-Resolution Face Recognition -- Face Recognition Benchmark with ID Photos -- Scene Relighting using a Single Reference Image through Material Constrained Layer Decomposition -- Applying Adaptive Actor-critic Learning to Human Upper Lime Lifting Motion -- A Demand-based Allocation Mechanism for Virtual Machine -- A Joint Hierarchy Model for Action Recognition Using Kinect -- QoS-Based Medical Program Evolution -- An Improved 3D Surface Reconstruction Method based on Three Wavelength Phase Shift Profilometry -- The Research on the Lung Tumor Imaging based on the Electrical Impedance Tomography -- Combining CNN and MRF for Road Detection -- The Increasing of Discrimination Accuracy of Waxed Apples based on Hyperspectral Imaging Optimized by Spectral Correlation Analysis -- A Diffeomorphic Demons Approach to Statistical Shape Modeling. …”

Computational Diffusion MRI MICCAI Workshop, Québec, Canada, September 2017 /

Inhaltsangabe: “… Reid et al -- Diffeomorphic Registration of Diffusion Mean Apparent Propagator Fields Using Dynamic Programming on a Minimum Spanning Tree by K ́evin Ginsburger et al -- Diffusion Orientation Histograms (DOH) for Diffusion Weighted Image Analysis by Laurent Chauvin et al -- Part III Tractography and Connectivity: Learning a Single Step of Streamline Tractography Based on Neural Networks by Daniel Jörgens et al -- Probabilistic Tractography for Complex Fiber Orientations with Automatic Model Selection by Edwin Versteeg et al -- Bundle-Specific Tractography by Francois Rheault et al -- A Sheet Probability Index from Diffusion Tensor Imaging by Michael Ankele et al -- Recovering Missing Connections in Diffusion Weighted MRI Using Matrix Completion by Chendi Wang et al -- Brain Parcellation and Connectivity Mapping Using Wasserstein Geometry by Hamza Farooq et al -- Exploiting Machine Learning Principles for Assessing the Fingerprinting Potential of Connectivity Features by Silvia Obertino et al -- Part IV Clinical Applications: Fiber-Flux Diffusion Density for White Matter Tracts Analysis: Application to Mild Anomalies Localization in Contact Sports Players by Itay Benou et al -- Longitudinal Analysis Framework of DWI Data for Reconstructing Structural Brain Networks with Application to Multiple Sclerosis by Thalis Charalambous et al -- Multi-Modal Analysis of Genetically-Related Subjects Using SIFT Descriptors in Brain MRI by Kuldeep Kumar et al -- VERDICT Prostate Parameter Estimation with AMICO by Elisenda Bonet-Carne et al. …”

Mathematical and Statistical Methods for Actuarial Sciences and Finance MAF 2018 /

Inhaltsangabe: “… Bonini, Probability of Default Modeling: A Machine Learning Approach -- 20 S. Corsaro, V.  …”

Stardust Final Conference Advances in Asteroids and Space Debris Engineering and Science /

Soft Computing for Sustainability Science

Recent Developments in Data Science and Business Analytics Proceedings of the International Conference on Data Science and Business Analytics (ICDSBA- 2017) /