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Relevant scientific and academic publications on learning and optimization algorithms. Join the iMath Community and submit your proposal!

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Found 76 reviews

Rating Title Type Area Target Date
- Cmap readability: propositional parsimony, map layout and semantic clarity and flow Scientific Paper Data Analytics Basic 14 Dec 2023
- How good is my concept map? Am I a good Cmapper? Scientific Paper Data Analytics Basic 14 Dec 2023
- Predicting Student Performance Using Clickstream Data and Machine Learning Scientific Paper Benchmarks Advanced 02 Dec 2023
- Recommender systems for e-learning: towards non-intrusive web mining Scientific Paper Data Analytics, Machine Learning Advanced 14 Dec 2022
Towards Data Science: a key tool to learn machine learning Webpage Benchmarks, Data Analytics, Machine Learning, Optimization Basic 17 Nov 2022
How the design and complexity of concept maps influence cognitive learning processes Scientific Paper Data Analytics Basic 25 Oct 2022
Applied Recommender Systems with Python Book Machine Learning, Optimization Advanced 02 Oct 2022
- Recommender Systems for Learning Book Machine Learning, Optimization Advanced 28 Sep 2022
Recommender Systems Handbook Book Machine Learning, Optimization Advanced 28 Sep 2022
Tagsplanations: Explaining Recommendations Using Tags Scientific Paper Machine Learning Basic 16 Sep 2022
Deep Fair Models for Complex Data: Graphs Labeling and Explainable Face Recognition Scientific Paper Machine Learning Advanced 12 Sep 2022
- Accuracy and Intrusiveness in Data-Driven Violin Players Skill Levels Prediction: MOCAP Against MYO Against KINECT Scientific Paper Machine Learning Advanced 07 Sep 2022
- On the Evaluation of Outlier Detection and One-Class Classification Methods Scientific Paper Machine Learning Advanced 25 Aug 2022
Derivative-free optimization: a review of algorithms and comparison of software implementation Scientific Paper Optimization Advanced 13 Aug 2022
- Machine Learning for Fluid Mechanics Scientific Paper Machine Learning Advanced 03 Aug 2022
- Classification of facial expressions under partial occlusion for VR games Scientific Paper Machine Learning Advanced 22 Jul 2022
Matrix Factorization: A Simple Tutorial and Implementation in Python Webpage Machine Learning, Optimization Basic 22 Jul 2022
Linear Programming Computation Book Optimization Advanced 19 Jul 2022
Classification And Regression Trees Book Machine Learning Basic 19 Jul 2022
- Formal Concept Analysis: Mathematical Foundations Book Machine Learning Basic 19 Jul 2022
Ensemble Methods: Foundations and Algorithms Book Machine Learning Basic 17 Jul 2022
- Maximum Flow and Minimum-Cost Flow in Almost-Linear Time Scientific Paper Optimization Advanced 17 Jul 2022
- Variational Analysis Book Optimization Advanced 17 Jul 2022
- Multistage Stochastic Optimization Book Advanced 17 Jul 2022
- Convexification and Global Optimization in Continuous and Mixed-Integer Nonlinear Programming Book Optimization Advanced 17 Jul 2022
- On Local Convergence of Stochastic Global Optimization Algorithms Scientific Paper Optimization Basic 16 Jul 2022
Data Science for Business - What you need to know about data mining and data-analytic thinking Book Data Analytics Basic 15 Jul 2022
Different Types of Clustering Methods and Applications Webpage Machine Learning Basic 07 Jun 2022
How to choose an Optimization Algorithm Optimization 07 Jun 2022
Understanding Optimization Algorithms Webpage Machine Learning, Optimization Basic 07 Jun 2022
DB index - Clustering Webpage Machine Learning Basic 06 Jun 2022
Xgboost: A scalable tree boosting system Scientific Paper Data Analytics, Machine Learning Advanced 06 Jun 2022
- IoT enabled depth-wise separable convolution neural network with deep support vector machine for COVID-19 diagnosis and classification Scientific Paper Data Analytics, Machine Learning Basic 06 Jun 2022
Model Selection and Error Estimation in a Nutshell Book Data Analytics, Machine Learning Advanced 06 Jun 2022
A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection Scientific Paper Data Analytics, Machine Learning Basic 06 Jun 2022
Interpretable Machine Learning - A Guide for Making Black Box Models Explainable Book Machine Learning Basic 06 Jun 2022
Conceptual Exploration Book Machine Learning Advanced 07 May 2022
Concept Mapping in Mathematics: Research into Practice Book Machine Learning Advanced 07 May 2022
Concept Maps as a Learning Strategy Book Machine Learning Basic 07 May 2022
- Evolutionary and Swarm Intelligence Algorithms Book Optimization Advanced 03 May 2022
Analytical review of clustering techniques and proximity measures. Scientific Paper Machine Learning Advanced 03 May 2022
- Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature. Scientific Paper Machine Learning Advanced 03 May 2022
- Grokking Deep Learning Book Machine Learning Advanced 27 Apr 2022
Deep Learning Book Machine Learning Advanced 27 Apr 2022
Foundations of Machine Learning Book Machine Learning Basic 27 Apr 2022
Data Analysis From Scratch With Python: Beginner Guide using Python, Pandas, NumPy, Scikit-Learn, IPython, TensorFlow and Matplotlib Book Machine Learning Basic 27 Apr 2022
- Machine Learning: Step-by-Step Guide To Implement Machine Learning Algorithms with Python Basic 27 Apr 2022
Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow Book Machine Learning Basic 27 Apr 2022
Machine Learning: The Art and Science of Algorithms that Make Sense of Data Book Machine Learning Advanced 27 Apr 2022
Understanding Machine Learning: From Theory to Algorithms Book Machine Learning Advanced 27 Apr 2022
Machine Learning Applications Using Python Book Machine Learning Basic 27 Apr 2022
Introduction to Machine Learning with Python: A Guide for Data Scientists Book Machine Learning Basic 27 Apr 2022
Pyomo — Optimization Modeling in Python Book Optimization Basic 22 Apr 2022
Reinforcement learning: An introduction Book Machine Learning Basic 22 Apr 2022
Ensemble deep learning: A review Scientific Paper Machine Learning Advanced 22 Apr 2022
A review and comparison of solvers for convex MINLP Scientific Paper Optimization Basic 22 Apr 2022
- Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming Book Optimization Advanced 22 Apr 2022
- Practical optimization Book Optimization Basic 21 Apr 2022
Machine Learning - A Probabilistic Perspective Book Machine Learning Basic 21 Apr 2022
- Markov decision processes: discrete stochastic dynamic programming Book Optimization Advanced 21 Apr 2022
- Introduction to Nonlinear and Global Optimization Book Optimization Advanced 18 Apr 2022
- Context Aware Mobile Services Scientific Paper Machine Learning Basic 15 Apr 2022
- A case study of learners’ engagement in mobile learning applications Scientific Paper Machine Learning Basic 15 Apr 2022
- Enhancing user engagement: The role of gamification in mobile apps Scientific Paper Data Analytics Basic 15 Apr 2022
- The Effect of Mobile User Typology on Mobile Learning Adoption in Higher Education Scientific Paper Machine Learning Advanced 15 Apr 2022
A practical approach to measuring user engagement with the refined user engagement scale (UES) and new UES short form Scientific Paper Machine Learning Advanced 15 Apr 2022
- Research on Application of Mobile Context-Awareness in Recommendation System Scientific Paper Machine Learning Basic 15 Apr 2022
- All for One and One for All: Dynamic Injection of Situations in a Generic Context-Aware Application Scientific Paper Machine Learning Basic 15 Apr 2022
- The role of social interaction on users motivation to exercise: A persuasive web framework to enhance the self-management of a healthy lifestyle Scientific Paper Machine Learning Basic 15 Apr 2022
- Psychological reactance in HCI: a method towards improving acceptance of devices and services Scientific Paper Benchmarks Advanced 15 Apr 2022
- Measuring student engagement in upper elementary through high school: a description of 21 instruments Scientific Paper Benchmarks Advanced 15 Apr 2022
- Understanding Machine Learning: From Theory to Algorithms Book Data Analytics, Machine Learning Advanced 12 Apr 2022
Neural Architecture Search: A Survey Scientific Paper Data Analytics, Machine Learning Advanced 12 Apr 2022
The Art of Feature Engineering Book Data Analytics, Machine Learning Basic 12 Apr 2022
Data Mining: The Textbook Book Data Analytics, Machine Learning Basic 12 Apr 2022
Random forests Scientific Paper Data Analytics, Machine Learning Basic 12 Apr 2022