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Archaeology International
Architecture_MPS
Europe and the World: A law review
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History Education Research Journal
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Engineering Applications of Neural Networks
Sleep Spindle Detection in EEG Signals Combining HMMs and SVMs
other
Author(s):
Iosif Mporas
,
Panagiotis Korvesis
,
Evangelia I. Zacharaki
,
Vasilis Megalooikonomou
Publication date
(Print):
2013
Publisher:
Springer Berlin Heidelberg
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: not found
A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains
Leonard Baum
,
Ted Petrie
,
George Soules
…
(1970)
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A tutorial on hidden Markov models and selected applications in speech recognition
L.R. Rabiner
(1989)
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Improvements to Platt's SMO Algorithm for SVM Classifier Design
S. S. Keerthi
,
S K Shevade
,
Nirmal C. Bhattacharyya
…
(2001)
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Book Chapter
Publication date (Print):
2013
Pages
: 138-145
DOI:
10.1007/978-3-642-41016-1_15
SO-VID:
1202b097-0d34-41f7-920b-3d4c4ef2d8e5
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Book chapters
pp. 1
Fuzzy Inference ANN Ensembles for Air Pollutants Modeling in a Major Urban Area: The Case of Athens
pp. 1
Evaluating Sentiment in Annual Reports for Financial Distress Prediction Using Neural Networks and Support Vector Machines
pp. 3
Deep Active Learning for Autonomous Navigation
pp. 11
Identification of All Exact and Approximate Inverted Repeats in Regular and Weighted Sequences
pp. 15
Remarks on Computational Facial Expression Recognition from HOG Features Using Quaternion Multi-layer Neural Network
pp. 18
2D Recurrent Neural Networks for Robust Visual Tracking of Non-Rigid Bodies
pp. 20
Query Expansion with a Little Help from Twitter
pp. 25
Classification of Database by Using Parallelization of Algorithms Third Generation in a GPU
pp. 30
Recognizing Emotion Presence in Natural Language Sentences
pp. 35
Choice of Best Samples for Building Ensembles in Dynamic Environments
pp. 39
An Iterative Feature Filter for Sensor Timeseries in Pervasive Computing Applications
pp. 40
Classification of Event Related Potentials of Error-Related Observations Using Support Vector Machines
pp. 50
A Novel Hierarchical Approach to Ranking-Based Collaborative Filtering
pp. 51
Semi-supervised Hybrid Modeling of Atmospheric Pollution in Urban Centers
pp. 59
Fuzzy-Logic Decision Fusion for Nonintrusive Early Detection of Driver Fatigue or Drowsiness
pp. 60
Mimicking Real Users’ Interactions on Web Videos through a Controlled Experiment
pp. 67
Predicting Abnormal Bank Stock Returns Using Textual Analysis of Annual Reports – a Neural Network Approach
pp. 70
Mining Student Learning Behavior and Self-assessment for Adaptive Learning Management System
pp. 71
Neural Trade-Offs among Specialist and Generalist Neurons in Pattern Recognition
pp. 79
Emotion Recognition Using Facial Expression Images for a Robotic Companion
pp. 80
Exploiting Fuzzy Expert Systems in Cardiology
pp. 81
Classification of Events in Switch Machines Using Bayes, Fuzzy Logic System and Neural Network
pp. 90
The Strength of Negative Opinions
pp. 92
An Accurate Flood Forecasting Model Using Wireless Sensor Networks and Chaos Theory: A Case Study with Real WSN Deployment in Brazil
pp. 94
Application of Artificial Neural Networks for Analyses of EEG Record with Semi-Automated Etalons Extraction: A Pilot Study
pp. 100
Extracting Knowledge from Web Search Engine Using Wikipedia
pp. 103
Regenerative Braking Control Strategy for Hybrid and Electric Vehicles Using Artificial Neural Networks
pp. 110
AppendicitisScan Tool: A New Tool for the Efficient Classification of Childhood Abdominal Pain Clinical Cases Using Machine Learning Tools
pp. 111
Economies Clustering Using SOM-Based Dissimilarity
pp. 119
Mining the Conceptual Model of Open Source CMS Using a Reverse Engineering Approach
pp. 123
Elastic Net Application: Case Study to Find Solutions for the TSP in a Beowulf Cluster Architecture
pp. 123
Brain Neural Data Analysis Using Machine Learning Feature Selection and Classification Methods
pp. 129
Representation of Possessive Pronouns in Universal Networking Language
pp. 134
Comparison of Methods for Automated Feature Selection Using a Self-organising Map
pp. 138
Sleep Spindle Detection in EEG Signals Combining HMMs and SVMs
pp. 145
A New User Similarity Computation Method for Collaborative Filtering Using Artificial Neural Network
pp. 146
Classifying Ductal Trees Using Geometrical Features and Ensemble Learning Techniques
pp. 147
EEG-Based Condition Clustering using Self-Organising Neural Network Map
pp. 155
Probabilistic Models Based Intrusion Detection Using Sequence Characteristics in Control System Communication
pp. 156
Medical Decision Making via Artificial Neural Networks: A Smart Phone-Embedded Application Addressing Pulmonary Diseases’ Diagnosis
pp. 161
Intelligent Measurement in Unmanned Aerial Cyber Physical Systems for Traffic Surveillance
pp. 164
A Simulator for Privacy Preserving Record Linkage
pp. 165
Compressive ELM: Improved Models through Exploiting Time-Accuracy Trade-Offs
pp. 174
Development of a Clinical Decision Support System Using AI, Medical Data Mining and Web Applications
pp. 175
Detecting Port Scans against Mobile Devices with Neural Networks and Decision Trees
pp. 176
Predictive Model for Detecting MQ2 Gases Using Fuzzy Logic on IoT Devices
pp. 183
Categorization and Construction of Rule Based Systems
pp. 185
Supporting and Consulting Infrastructure for Educators during Distance Learning Process: The Case of Russian Verbs of Motion
pp. 186
A Multi-commodity Network Flow Model for Cloud Service Environments
pp. 193
Classification Models for Alzheimer’s Disease Detection
pp. 195
Tiling of Satellite Images to Capture an Island Object
pp. 198
Designing a Context-Aware Cyber Physical System for Smart Conditional Monitoring of Platform Equipment
pp. 203
Combined Classification of Risk Factors for Appendicitis Prediction in Childhood
pp. 205
Learning User Models in Multi-criteria Recommender Systems
pp. 212
Analysis of DNA Barcode Sequences Using Neural Gas and Spectral Representation
pp. 217
Fault Classification System for Computer Networks Using Fuzzy Probabilistic Neural Network Classifier (FPNNC)
pp. 222
A Genetic Algorithm for Pancreatic Cancer Diagnosis
pp. 227
Mutual Information with Parameter Determination Approach for Feature Selection in Multivariate Time Series Prediction
pp. 227
Estimation of the Electric Field across Medium Voltage Surge Arresters Using Artificial Neural Networks
pp. 231
Enhanced Weighted Restricted Neighborhood Search Clustering: A Novel Algorithm for Detecting Human Protein Complexes from Weighted Protein-Protein Interaction Graphs
pp. 237
Decoding Hand Trajectory from Primary Motor Cortex ECoG Using Time Delay Neural Network
pp. 241
On Learning Parameters of Incremental Learning in Chaotic Neural Network
pp. 241
A Hybrid Approach to Feature Ranking for Microarray Data Classification
pp. 249
Derivation of Cancer Related Biomarkers from DNA Methylation Data from an Epidemiological Cohort
pp. 253
Accelerated Optimal Topology Search for Two-Hidden-Layer Feedforward Neural Networks
pp. 257
A Particle Swarm Optimization (PSO) Model for Scheduling Nonlinear Multimedia Services in Multicommodity Fat-Tree Cloud Networks
pp. 267
An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests
pp. 269
Intelligent and Adaptive Pervasive Future Internet: Smart Cities for the Citizens
pp. 282
Creative Rings for Smart Cities
pp. 283
Lower Bounds on Complexity of Shallow Perceptron Networks
pp. 292
Energy Efficient E-Band Transceiver for Future Networking
pp. 295
Kernel Networks for Function Approximation
pp. 302
Social and Smart: Towards an Instance of Subconscious Social Intelligence
pp. 309
Simple and Stable Internal Representation by Potential Mutual Information Maximization
pp. 312
Living Labs in Smart Cities as Critical Enablers for Making Real the Modern Future Internet
pp. 317
Urdu Speech Corpus and Preliminary Results on Speech Recognition
pp. 326
Bio-inspired Audio-Visual Speech Recognition Towards the Zero Instruction Set Computing
pp. 337
Classification of Unbalanced Datasets and Detection of Rare Events in Industry: Issues and Solutions
pp. 352
Variable Selection for Efficient Design of Machine Learning-Based Models: Efficient Approaches for Industrial Applications
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