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IEEE Computational Intelligence Magazine, ISSN 1556-603X, 05/2014, Volume 9, Issue 2, pp. 48 - 57
Natural language processing (NLP) is a theory-motivated range of computational techniques for the automatic analysis and representation of human language. NLP... 
Syntactics | Natural language processing | Semantics | Knowledge based systems | Pragmatics | EVOLUTIONARY | MODEL | LOGIC | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Information Processing and Management, ISSN 0306-4573, 05/2019, Volume 56, Issue 3, pp. 554 - 564
Journal Article
Journal of Supercomputing, ISSN 0920-8542, 05/2018, Volume 74, Issue 5, pp. 2086 - 2115
Graphics processing units (GPUs) have become popular high-performance computing platforms for a wide range of applications. The trend of processing graph... 
Graph processing | GPU | Graph algorithm | Introductory and survey | Graphics processor | COMPUTER SCIENCE, HARDWARE & ARCHITECTURE | SHORTEST-PATH | COMPUTER SCIENCE, THEORY & METHODS | ALGORITHMS | MODEL | ENGINEERING, ELECTRICAL & ELECTRONIC | Surveys | Computer science | Multiprocessing | Mathematical optimization
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2017, Volume 261, pp. 217 - 230
The advent of the Social Web has enabled anyone with an Internet connection to easily create and share their ideas, opinions and content with millions of other... 
Deep learning | Convolutional neural network | ELM | Classification | Emotion | SVM | Multimodal sentiment analysis | Sentiment | MKL | EXPRESSION RECOGNITION | SEQUENCES | FACIAL EXPRESSION | SPEECH | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | FEATURES | SPACE | EMOTION RECOGNITION | Computer science | Projectors | Neurosciences | Web sites | Neural networks
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2018, Volume 10762, pp. 90 - 104
Conference Proceeding
Neurocomputing, ISSN 0925-2312, 02/2015, Volume 149, pp. 443 - 455
Between the dawn of the Internet through year 2003, there were just a few dozens exabytes of information on the Web. Today, that much information is created... 
Analogical reasoning | Natural language processing | Opinion mining | Extreme learning machine | Artificial intelligence | APPROXIMATION | WORDS | NETWORKS | EXTREME LEARNING-MACHINE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | OPINIONS | Reasoning | Neural networks | Mathematical models | Vector spaces | Data mining | Fallout | Business | Marketing
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 02/2019, Volume 165, pp. 297 - 305
The vine structure has been widely studied as a graphical representation for high-dimensional dependence modeling, depicting complicated probability density... 
Financial text mining | Vine | Robust estimation | Dependence modeling | Asset allocation | Semantic analysis | MARKET | TEXT | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | DEPENDENCE | RETURN | COVARIANCE MATRICES | State of the art | Algorithms | Covariance | Semantics | Dependence | Robustness | Covariance matrix | Graphical representations | Probability density functions
Journal Article
IEEE Intelligent Systems, ISSN 1541-1672, 11/2017, Volume 32, Issue 6, pp. 74 - 80
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 10/2014, Volume 69, Issue 1, pp. 45 - 63
The Web is evolving through an era where the opinions of users are getting increasingly important and valuable. The distillation of knowledge from the huge... 
Natural language processing | Opinion mining | Artificial intelligence | Linguistic rules | Sentic computing | APPROXIMATION | NETWORKS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Natural language (computers) | Computation | Texts | Polarity | Mathematical models | Knowledge base | Data mining | Marketing | Linguistics | Humanities and Social Sciences
Journal Article
2018, Socio-Affective Computing, ISBN 3319950185, Volume 8, 223
This volume in the 'Socio-Affective Computing' series presents a set of novel approaches to analyze opinionated videos and to extract sentiments and emotions.... 
Computational intelligence | Neurosciences | Translation | Biomedicine | Multimedia Information Systems | Language Translation and Linguistics | Image Processing and Computer Vision
eBook
IEEE Intelligent Systems, ISSN 1541-1672, 05/2013, Volume 28, Issue 3, pp. 6 - 9
The guest editors introduce novel statistical approaches to concept-level sentiment analysis that go beyond a mere syntactic-driven analysis of text and... 
opinion mining | Text analysis | knowledge mining | Special issues and sections | Statistical analysis | Social network services | concept-level sentiment analysis | online social data | intelligent systems | Data mining | Knowledge discovery | Natural language processing | Computational linguistics | data mining | Texts | Editors
Journal Article
IEEE Intelligent Systems, ISSN 1541-1672, 11/2018, Volume 33, Issue 6, pp. 17 - 25
We compile baselines, along with dataset split, for multimodal sentiment analysis. In this paper, we explore three different deep-learning-based architectures... 
Sentiment analysis | Visualization | Emotion recognition | Affective computing | Social networking (online) | Feature extraction | Intelligent systems | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Data mining | Artificial intelligence | Information architecture
Journal Article
Information Fusion, ISSN 1566-2535, 11/2018, Volume 44, pp. 65 - 77
Journal Article
Memetic Computing, ISSN 1865-9284, 3/2018, Volume 10, Issue 1, pp. 3 - 13
Journal Article
2017, Socio-Affective Computing, ISBN 9783319553924, Volume 5, 199
Sentiment analysis research has been started long back and recently it is one of the demanding research topics. Research activities on sentiment analysis in... 
Mathematical statistics | Natural language processing (Computer science) | Computational linguistics
eBook
IEEE Computational Intelligence Magazine, ISSN 1556-603X, 08/2018, Volume 13, Issue 3, pp. 55 - 75
Deep learning methods employ multiple processing layers to learn hierarchical representations of data, and have produced state-of-the-art results in many... 
Learning systems | Natural language processing | Computational modeling | Semantics | Machine learning | Context modeling | NEURAL-NETWORKS | MODELS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | PREDICTION
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 05/2019, Volume 172, pp. 64 - 75
The fast-growing e-commerce scenario brings new challenges to traditional collaborative filtering because the huge amount of users and items requires large... 
Recommendation systems | Neural collaborative hashing | Binary code learning | Neural networks | NATURAL-LANGUAGE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | User requirements | Codes | Filtration | Collaboration | Binary system | Machine learning | Binary codes | Recommender systems | Ratings
Journal Article
Pattern Recognition Letters, ISSN 0167-8655, 07/2019, Volume 125, pp. 264 - 270
•We project multi-modal datasets to a common AffectiveSpace that has been clustered into four emotions.•Fuzzy logic is used to model partial emotions.•The... 
Fuzzy logic | Deep learning | Sentiment prediction | Multi-modal | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Electrocardiography | Neural networks | Electrocardiogram
Journal Article