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This reprint focuses on applications of machine learning models in a diverse range of fields and problems. It reports substantive results on a wide range of learning methods; discusses the conceptualization of problems, data representation, feature engineering, machine learning models; undertakes critical comparisons with existing techniques; and presents an interpretation of the results. The topics within the chapters of the publication fall into six categories: computer vision, teaching and learning, social media, forecasting, basic problems of machine learning, and other topics.
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Keywords
- academic performance
- adaptive camouflage
- adaptive e-learning systems
- advanced design methods
- airflow signal
- answer set programming
- anticipatory classifier systems
- ARIMA
- artificial neural network
- autoencoder
- autoencoders
- backpropagation neural network
- backscatter data
- BERT
- big data
- BiLSTM
- Bitcoin
- cascaded classifier
- Chenab River Basin
- Classification
- Climate Change Impact
- climate zone
- cloud detection
- code auto-completion
- comparison of various techniques for topic classification
- compressive strength
- Computer science
- Computer vision
- Computing & information technology
- construction productivity
- construction safety
- construction site management
- consumer classification
- context-aware
- convolutional neural network
- convolutional neural network (CNN)
- convolutional neural networks
- COREG algorithm
- cost-benefit function
- course grades
- covid
- cross referencing topic
- crossover
- crowdfunding
- cyber security
- cyclical learning rate
- Data mining
- decision tree
- deep learning
- deep multi-target prediction
- deep neural network
- deep neural networks
- drifter trajectory
- early prognosis
- earning rate
- Economics, finance, business & management
- Educational data mining
- Evolutionary computation
- extreme gradient boosting
- feature analysis
- Felder–Silverman learning style
- fly ash
- Gaussian Mixture Models (GMM)
- Genetic algorithms
- genetic programming
- geopolymer concrete
- GPT-2 model
- grade point average
- grammatical inference
- GRNN
- Healthcare
- heatwaves
- higher order neural network
- human resources
- hybrid models
- image completion
- image representation
- Industry & industrial studies
- Information technology industries
- instance selection
- Interprétation
- investigation framework
- Jhelum River Basin
- K-Means
- KdV equation
- KdV-Burgers equation
- keyword extraction
- large-scale dataset
- LDA
- learning classifier systems
- lidar ceilometer
- live prediction
- local features
- LSTM
- Machine learning
- machine learning algorithms
- Machine learning analysis
- Management
- mass operator
- Media, information & communication industries
- micro-blogs (Twitter)
- multiple linear regression
- n/a
- nature language processing
- NCLS
- Neural Network
- NLP
- non-deterministic automata induction
- object detection
- online taxi-hailing demand
- OpenAI gym
- optimization
- over-the-top
- parsing expression grammar
- Partial Differential equations
- performance measurement
- personal teaching and learning
- physics-informed neural network
- prediction
- Predictive analytics
- preprocessing
- principal component analysis
- project recommendation system
- prophet
- random forest regression model
- real-time prediction
- reinforcement learning
- relative support distance
- Remote sensing
- ResNet
- robust matrix factorization
- rumor refuter
- Sales
- saliency detection
- Sampling
- scene classification
- semi-regression
- sentence modeling
- sentiment analysis
- side information graph
- Sleep Apnea
- Social media
- social network services
- stock performance
- structural stress
- student grade prediction
- student performance prediction
- superpixel segmentation
- support vector candidates
- support vector machine
- support vector machines
- SVM
- synthetic data
- text representation
- thema EDItEUR::U Computing and Information Technology::UY Computer science
- time-aware classification
- time-series predictions
- topic analysis
- towards recommending influencers based on topic classification
- Tracking
- transfer learning
- TripAdvisor
- Undergraduate
- User generated content
- vibration test
- volatility
- volatility forecasting
- vulnerability detection
- warehouse optimization
- wave equation
- weather detection
- weather nowcasting
- word embedding
- XGBoost