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    Artificial intelligence and machine learning

    Free access
    Kühl, Niklas / Schemmer, Max / Goutier, Marc et al. | Online Contents | 2022
    Keywords: Machine learning

    Cognitive automation

    Engel, Christian / Ebel, Philipp / Leimeister, Jan Marco | Online Contents | 2022
    Keywords: Machine learning

    A machine learning approach to identifying decision-making styles for managing customer relationships

    Tudoran, Ana Alina | Online Contents | 2022
    Keywords: Machine learning

    Network promoter score (NePS): An indicator of product sales in E-commerce retailing sector

    Mandal, Supriyo / Maiti, Abyayananda | Online Contents | 2022
    Keywords: Deep learning technique

    Systematizing the lexicon of platforms in information systems: a data-driven study

    Free access
    Bartelheimer, Christian / zur Heiden, Philipp / Lüttenberg, Hedda et al. | Online Contents | 2022
    Keywords: Machine learning

    Designing a feature selection method based on explainable artificial intelligence

    Free access
    Zacharias, Jan / von Zahn, Moritz / Chen, Johannes et al. | Online Contents | 2022
    Keywords: Machine learning

    Estimation of daily bicycle traffic using machine and deep learning techniques

    Miah, Md Mintu / Hyun, Kate Kyung / Mattingly, Stephen P. et al. | Online Contents | 2022
    Keywords: Machine learning

    Uncovering the identity of Electronic Markets research through text mining techniques

    Free access
    Nahr, Nora / Heikkilä, Marikka | Online Contents | 2022
    Keywords: Unsupervised machine learning

    Machine learning and deep learning

    Free access
    Janiesch, Christian / Zschech, Patrick / Heinrich, Kai | Online Contents | 2021
    Keywords: Deep learning , Machine learning

    Machine learning in information systems - a bibliographic review and open research issues

    Free access
    Abdel-Karim, Benjamin M. / Pfeuffer, Nicolas / Hinz, Oliver | Online Contents | 2021
    Keywords: Machine learning

    A data-driven travel mode share estimation framework based on mobile device location data

    Yang, Mofeng / Pan, Yixuan / Darzi, Aref et al. | Online Contents | 2021
    Keywords: Machine learning

    Is a picture worth a thousand views? Measuring the effects of travel photos on user engagement using deep learning algorithms

    Yim, Dobin / Malefyt, Timothy / Khuntia, Jiban | Online Contents | 2021
    Keywords: Deep learning

    Predicting disruptions and their passenger delay impacts for public transport stops

    Free access
    Yap, Menno / Cats, Oded | Online Contents | 2020
    Keywords: Machine learning

    Feature subset selection for predicting the success of crowdfunding project campaigns

    Ryoba, Michael J. / Qu, Shaojian / Zhou, Yongyi | Online Contents | 2020
    Keywords: Machine learning

    Introducing synthetic pseudo panels: application to transport behaviour dynamics

    Borysov, Stanislav S. / Rich, Jeppe | Online Contents | 2020
    Keywords: Deep learning

    Input-Decoupled Q-Learning for Optimal Control

    Phan, Minh Q. / Azad, Seyed Mahdi B. | Online Contents | 2019
    Keywords: Reinforcement learning , Q-learning

    Dual Quaternions as a Tool for Modeling, Control, and Estimation for Spacecraft Robotic Servicing Missions

    Tsiotras, Panagiotis / Valverde, Alfredo | Online Contents | 2019
    Keywords: Concurrent learning

    Development of Wave Overtopping Formulas for Inclined Seawalls using GMDH Algorithm

    Lee, Seok Bong / Suh, Kyung-Duck | Online Contents | 2019
    Keywords: machine learning

    A Deep Learning Strategy For On-Orbit Servicing Via Space Robotic Manipulator

    Stolfi, A. / Angeletti, F. / Gasbarri, P. et al. | Online Contents | 2019
    Keywords: Deep Learning

    The Optimal ANN Model for Predicting Bearing Capacity of Shallow Foundations trained on Scarce Data

    Bagińska, Marta / Srokosz, Piotr E. | Online Contents | 2019
    Keywords: deep learning

    Modeling of aircraft fuel consumption using machine learning algorithms

    Baumann, S. / Klingauf, U. | Online Contents | 2019
    Keywords: Machine learning

    Reliability of Jack-up against Punch-through using Failure State Intelligent Recognition Technique

    Lyu, Tao / Xu, Changhang / Chen, Guoming et al. | Online Contents | 2019
    Keywords: deep learning

    Spreadsheet Calculators for Stability Number of Armor Units Based on Artificial Neural Network Models

    Kim, In-Chul / Suh, Kyung-Duck | Online Contents | 2019
    Keywords: machine learning

    The capacitated single-allocation p-hub location routing problem: a Lagrangian relaxation and a hyper-heuristic approach

    Danach, Kassem / Gelareh, Shahin / Neamatian Monemi, Rahimeh | Online Contents | 2019
    Keywords: Reinforcement learning

    Structural Damage Detection using Deep Convolutional Neural Network and Transfer Learning

    Feng, Chuncheng / Zhang, Hua / Wang, Shuang et al. | Online Contents | 2019
    Keywords: transfer learning

    Supporting customer-oriented marketing with artificial intelligence: automatically quantifying customer needs from social media

    Kühl, Niklas / Mühlthaler, Marius / Goutier, Marc | Online Contents | 2019
    Keywords: Supervised machine learning

    Machine Learning Approach to Improve Satellite Orbit Prediction Accuracy Using Publicly Available Data

    Peng, Hao / Bai, Xiaoli | Online Contents | 2019
    Keywords: Machine learning

    Steady State Frequency Response Design of Finite Time Iterative Learning Control

    Panomruttanarug, Benjamas / Longman, Richard W. / Phan, Minh Q. | Online Contents | 2019
    Keywords: Iterative learning control

    Sensitivity and calibration of turbulence model in the presence of epistemic uncertainties

    Da Ronch, Andrea / Panzeri, Marco / Drofelnik, Jernej et al. | Online Contents | 2019
    Keywords: Machine-learning

    Leveraging Artificial Neural Networks to Systematically Explore Solar Gravity Driven Transfers in the Martian System

    De Smet, Stijn / Scheeres, Daniel J. / Parker, Jeffrey S. | Online Contents | 2019
    Keywords: Machine learning

    Unsupervised prototype reduction for data exploration and an application to air traffic management initiatives

    Estes, Alexander / Lovell, David J. / Ball, Michael O. | Online Contents | 2019
    Keywords: Unsupervised learning

    Deep BBN Learning for Health Assessment toward Decision-Making on Structures under Uncertainties

    Pan, Hong / Gui, Guoqing / Lin, Zhibin et al. | Online Contents | 2018
    Keywords: deep learning , probabilistic learning , deep Bayesian belief network learning

    Scour Depth Evaluation of a Bridge with a Complex Pier Foundation

    Liao, Kuo-Wei / Muto, Yasunori / Lin, Jhe-Yu | Online Contents | 2018
    Keywords: machine learning

    Vibration-based Damage Detection in Bridges via Machine Learning

    Sun, Shuang / Liang, Li / Li, Ming et al. | Online Contents | 2018
    Keywords: machine learning

    A Bayesian Learning Method for Structural Damage Assessment of Phase I IASC-ASCE Benchmark Problem

    Oh, Chang Kook / Beck, James L. | Online Contents | 2018
    Keywords: Bayesian learning method

    A Comparative Study of Machine Learning Classification for Color-based Safety Vest Detection on Construction-Site Images

    Seong, Hyeonwoo / Son, Hyojoo / Kim, Changwan | Online Contents | 2018
    Keywords: machine learning

    Metaheuristic Optimization of Reinforced Concrete Footings

    Nigdeli, Sinan Melih / Bekdaş, Gebrail / Yang, Xin-She | Online Contents | 2018
    Keywords: teaching-learning based optimization

    Optimum Reduction of Flexural Effect of Axially Symmetric Cylindrical Walls with Post-tensioning Forces

    Bekdaş, Gebrail / Nigdeli, Sinan Melih | Online Contents | 2018
    Keywords: teaching-learning based optimization

    Reduced-order models for aerodynamic applications, loads and MDO

    Ripepi, M. / Verveld, M. J. / Karcher, N. W. et al. | Online Contents | 2018
    Keywords: Manifold learning

    Learning Framework for Robust Obstacle Detection, Recognition, and Tracking

    Nguyen, Vinh Dinh | Online Contents | 2017
    Keywords: unsupervised learning , Machine learning , Deep learning

    Motivation, strategy, and English as a foreign language vocabulary learning: A structural equation modelling study

    Zhang, Yining | Online Contents | 2017
    Keywords: self‐regulated learning , Learning , learning strategy

    A novel passenger flow prediction model using deep learning methods

    Liu, Lijuan | Online Contents | 2017
    Keywords: Deep learning

    A self-learning system for local ramp metering with queue management

    Lu, Chao | Online Contents | 2017
    Keywords: reinforcement learning , Learning

    Coordinated Ramp Metering with Equity Consideration Using Reinforcement Learning

    Chao Lu | Online Contents | 2017
    Keywords: Learning , Aversion learning , Serial learning

    Gaussian process regression for forecasting battery state of health

    Richardson, Robert R | Online Contents | 2017
    Keywords: Machine Learning

    Stacking sequence optimization for maximum fundamental frequency of simply supported antisymmetric laminated composite plates using Teaching–learning-based Optimization

    Topal, Umut / Dede, Tayfun / Öztürk, Hasan Tahsin | Online Contents | 2017
    Keywords: teaching–learning-based optimization

    Machine-Learning-Augmented Predictive Modeling of Turbulent Separated Flows over Airfoils

    Singh, Anand Pratap | Online Contents | 2017
    Keywords: Machine learning

    How restudy decisions affect overall comprehension for seventh‐grade students

    Thiede, Keith W | Online Contents | 2017
    Keywords: self‐regulated learning

    An Incremental Framework for Video-Based Traffic Sign Detection, Tracking, and Recognition

    Yuan, Yuan | Online Contents | 2017
    Keywords: Machine learning , incremental learning