Tutorial: Nature-Inspired Optimization Algorithms (abstract)

Towards enriched Cognitive Security Systems (abstract)

General Structure Preserving Network Embedding (abstract)

CGLAD: using GLAD in crowdsourced large datasets (abstract)

A first approach to face dimensionality reduction through denoising autoencoders (abstract)

Compositional Stochastic Average Gradient for Machine Learning and Related Applications (abstract)

Data Set Partitioning in Evolutionary Instance Selection (abstract)

Instance-based stacked generalization for transfer learning (abstract)

Multi-Dimensional Bayesian Network Classifier Trees (abstract)

Optimally Selected Minimal Learning Machine (abstract)

Exploring the Perceived Usefulness and Attitude Towards using Tesys e-Learning Platform (abstract)

Peak Alpha Based Neurofeedback Training within Survival Shooter Game (abstract)

Support Vector Machine Based Method For High Impedance Fault Diagnosis in Power Distribution Networks (abstract)

Single-class bankruptcy prediction based on the data from annual reports (abstract)

On Application of Learning to Rank for Assets Management: Warehouses Ranking (abstract)

Towards the intelligent agents for blockchain e-voting system (abstract)

Thermal Prediction for Immersion Cooling Data Centers Based on Recurrent Neural Networks (abstract)

Suggesting Cooking Recipes Through Simulation and Bayesian Optimization (abstract)

Introductory talk: Computational Sensemaking in Industry 4.0: From Analysis to Interpretation (abstract)

Automated, Nomenclature Based Data Point Selection For Industrial Event Log Generation (abstract)

Mining Attributed Interaction Networks on Industrial Event Logs (abstract)

A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments (abstract)

On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications (abstract)

Causal rules detection in streams of unlabeled, mixed type values with finit domains (abstract)

Creation of an event log from machinery monitoring system on a selected example (abstract)

Monitoring Equipment Operation through Model and Event Discovery (abstract)

A framework for form applications that use machine learning (abstract)

Overlap-Based Undersampling for Improving Imbalanced Data Classification (abstract)

Machine Learning Methods based Preprocessing to improve Categorical Data Classification (abstract)

Combined classifier based on quantized subspace class distribution (abstract)

A cluster-based prototype reduction for online k-NN classification (abstract)

PostProcessing in Constrained Role Mining (abstract)

Extended Min-Hash Focusing on Intersection Cardinality (abstract)

New Fuzzy Singletons Distance Measure by Convolution (abstract)

A fast Metropolis-Hastings method for generating random correlation matrices (abstract)

Semi-Supervised Learning to Reduce Data Needs of Indoor Positioning Models (abstract)

EMnGA : Entropy Measure and Genetic Algorithms Based Method for Heterogeneous Ensembles Selection (abstract)

A Study of Fuzzy Clustering to Archetypal Analysis (abstract)

Different Approaches of Data and Attribute Selection on Headache Disorder (abstract)

Feature selection and interpretable feature transformation: a preliminary study on feature engineering for classification algorithms (abstract)

Knowledge-based Solution Construction for Evolutionary Minimization of Systemic Risk (abstract)

Crossover Operator using Knowledge Transfer for the Firefighter Problem (abstract)

Differential evolution for association rule mining using categorical and numerical attributes (abstract)

Intelligent Rub-Impact Fault Diagnosis based on Genetic Algorithm-based IMF Selection in Ensemble Empirical Mode Decomposition and Diverse Features Models (abstract)

Improving Time Series Prediction via Modification of Dynamic Weighted Majority in Ensemble Learning (abstract)

Assessment and Adaption of Pattern Discovery Approaches for Time Series under the Requirement of Time Warping (abstract)

ALoT: A time-series similarity measure based on alignment of textures (abstract)

Inferring Temporal Structure from Predictability in Bumblebee Learning Flight (abstract)

Novelty Detection using Elliptical Fuzzy Clustering in a Reproducing Kernel Hilbert Space (abstract)

Bare Bones Fireworks Algorithm for Medical Image Compression (abstract)

Data Pre-processing to apply Multiple Imputation techniques: A case study on real-world census data (abstract)

Imbalanced data classification based on feature selection techniques (abstract)

MapReduce model for Random Forest algorithm: experimental studies (abstract)

Tutorial: Applying Machine Learning to detect Android Malware (abstract)

Tackling Many Objectives (abstract)

Effective centralized trust management model for Internet of Things (abstract)

Applying Tree Ensemble to Detect Anomalies in Real-World Water Composition Dataset (abstract)

An Adaptive Anomaly Detection Algorithm for Periodic Real Time Data Streams (abstract)

ATM Fraud Detection using Outlier Detection (abstract)

Anomaly Detection in Spatial Layer Models of Autonomous Agents (abstract)

Intrusion Detection Using Transfer Learning in Machine Learning Classifiers Between Non-cloud and Cloud Datasets (abstract)

Signal Reconstruction using Evolvable Recurrent Neural Networks (abstract)

Applying cost-sensitive classifiers with reinforcement learning to IDS (abstract)

Improving the Decision Support in Diagnostic Systems using Classifier Probability Calibration (abstract)

Compound local binary pattern and enhanced Jaya optimized extreme learning machine for digital mammogram classication (abstract)

An ELM based Regression Model for ECG Artifact Minimization from Single Channel EEG (abstract)

Intelligent wristbands for the automatic detection of emotional states for the elderly (abstract)

Deep Learning-based Approach for the Semantic Segmentation of Bright Retinal Damage (abstract)

Machine Learning for drugs prescription (abstract)

Identification of individual glandular regions using LCWT and machine learning techniques (abstract)

Specifics Analysis of Medical Communities in Social Network Services (abstract)

Wind power ramp events ordinal prediction using minimum complexity echo state networks (abstract)

Distribution-based discretisation and ordinal classification applied to wave height prediction (abstract)

Merging ELMs with Satellite Data and Clear-sky models for Effective Solar Radiation Estimation (abstract)

Studying the effect of measured solar power on evolutionary multi-objective prediction intervals (abstract)

Gaussian Process Kernels for Support Vector Regression in Wind Energy Prediction (abstract)

Hospital admission and risk assessment associated to exposure of fungal bioaerosols at a municipal landfill using statistical models (abstract)

Bat algorithm swarm robotics approach for dual non-cooperative search with self-centered mode (abstract)

GELAB – A Matlab Toolbox for Grammatical Evolution (abstract)

Deep-Learning-based Classification of Rat OCT images after Intravitreal Injection of ET-1 for Glaucoma Understanding (abstract)

CCTV Image Sequence Generation and Modeling Method for Video Anomaly Detection using Generative Adversarial Network (abstract)

Retinal Image Synthesis for Glaucoma Assessment using DCGAN and VAE Models (abstract)

Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images (abstract)

Improved Architectural Redesign of MTree Clusterer in the Context of Image Segmentation (abstract)

Deep Neural Networks with Markov Random Field Models for Image Classification (abstract)

Linguistic Features to Identify Extreme Opinions: An Empirical Study (abstract)

Handwritten Character Recognition using Active Semi-Supervised Learning (abstract)

Exploring Online Novelty Detection Using First Story Detection Models (abstract)

Semantic WordRank: Generating Finer Single-Document Summarizations (abstract)

Concatenating or Averaging? Hybrid Sentence Representations for Sentiment Analysis (abstract)

Weighted Voting and Meta-Learning for Combining Authorship Attribution Methods (abstract)

Measuring the impact of the international relationships of the Andalusian universities using Dimensions database (abstract)

Constructing bibliometric networks from Spanish doctoral Theses (abstract)

A new approach for implicit citation extraction (abstract)

Bibliometric network analysis to identify the intellectual structure and evolution of the Big Data research field (abstract)

Evidence-based Systematic Literature Reviews in the Cloud (abstract)

Introductory talk: Present and future perspectives on radicalization tracking (abstract)

On Detecting Online Radicalization Using Natural Language Processing (abstract)

RiskTrack: assessing the risk of Jihadi radicalization on Twitter using linguistic factors. (abstract)

Measuring Extremism: Validating an Alt-Right Twitter Accounts Dataset (abstract)

ONTOLOGY USES FOR RADICALISATION DETECTION on Social Networks (abstract)

Jihadi radicalized women in Spain: a profile (abstract)

Introductory talk: Clustering and visualization of high-dimensional and complex data (abstract)

Exploratory study of the effects of cardiac murmurs on electrocardiographic-signal-based biometric systems (abstract)

Model Selection in Committees of Evolved Convolutional Neural Networks using Genetic Algorithms (abstract)

Optimizing Meta-Heuristics for the Time-Dependent Traveling Salesman Problem Applied to Air Travels (abstract)

Reusable Big Data System for Industrial Data Mining - A case study on Anomaly Detection in Chemical Plants (abstract)

Spatial-Temporal K Nearest Neighbors Model on MapReduce for Traffic Flow Prediction (abstract)

Low Level Big Data Processing (abstract)

Statistical and Algorithmic Learning (abstract)

Finding the Importance of Facial Features in Social Trait Perception (abstract)

Extending Independent Component Analysis on Online Social Media for Event Detection (abstract)

Chatbot Theory: A Naı̈ve and Elementary Theory for Dialogue Management (abstract)

Understanding Learner's Drop-out in MOOCs (abstract)

Unsupervised Domain Adaptation for Human Activity Recognition (abstract)

Communication Skills Personal Trainer based on Viola-Jones object detection algorithm (abstract)

Predicting Online Review Scores Across Reviewer Categories (abstract)

Generalized low-computational cost Laplacian eigenmaps (abstract)

Deep Learning applied to Wind Energy Forecasting (abstract)

An approximation to Deep Learning touristic-related time series forecasting (abstract)

Towards Complex Features: Competitive Receptive Fields in Unsupervised Deep Networks (abstract)

Framework for the Training of Deep Neural Networks in TensorFlow using Metaheuristics (abstract)

Improving SeNA-CNN by Automating Task Recognition (abstract)

Learning Optimal Q-function using Deep Boltzmann Machine for Reliable Trading of Cryptocurrency (abstract)

Detecting Intrusive Malware with a Hybrid Generative Deep Learning Model (abstract)

Predicting the Household Power Consumption using CNN- LSTM Hybrid Networks (abstract)

A metaheuristic approach for the α-separator problem (abstract)

Community Detection in Weighted Directed Networks using Nature-inspired Heuristics (abstract)

An Artificial Bee Colony algorithm for optimizing the design of sensor networks (abstract)

Design of Japanesse Tree Frog algorithm for Community Finding Problems (abstract)

Taking e-Assessment Quizzes - A Case Study with an SVD Based Recommender System (abstract)

Exploring coclustering for serendipity improvement in content-based recommendation (abstract)

An Improved Fuzzy Logic Based Recommender System by Integrating Social Tags and Social Networks’ Information (abstract)

Novel and Classic Metaheuristics for Tunning a Recommender System for Predicting Student Performance in Online Campus (abstract)