Toward a Formal, Visual Framework of Emergent Cognitive Development of Scholars
Journal Article
Hussain, A., & Niazi, M. (2014)
Toward a Formal, Visual Framework of Emergent Cognitive Development of Scholars. Cognitive Computation, 6(1), 113-124. https://doi.org/10.1007/s12559-013-9219-y
Understanding the cognitive evolution of researchers as they progress in academia is an important but complex problem; one that belongs to a class of problems, which often req...
Novel Biologically Inspired Approaches to Extracting Online Information from Temporal Data
Journal Article
Malik, Z. K., Hussain, A., & Wu, J. (2014)
Novel Biologically Inspired Approaches to Extracting Online Information from Temporal Data. Cognitive Computation, 6(3), 595-607. https://doi.org/10.1007/s12559-014-9257-0
In this paper, we aim to develop novel learning approaches for extracting invariant features from time series. Specifically, we implement an existing method of solving the gen...
Modified cat swarm optimization for clustering
Conference Proceeding
Razzaq, S., Maqbool, F., & Hussain, A. (2016)
Modified cat swarm optimization for clustering. In Advances in Brain Inspired Cognitive Systems 8th International Conference, BICS 2016, Beijing, China, November 28-30, 2016, Proceedings, (161-170). https://doi.org/10.1007/978-3-319-49685-6_15
Clustering is one of the most challenging optimization problems. Many Swarm Intelligence techniques including Ant Colony optimization (ACO), Particle Swarm Optimization (PSO),...
Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis
Journal Article
Ofek, N., Poria, S., Rokach, L., Cambria, E., Hussain, A., & Shabtai, A. (2016)
Unsupervised Commonsense Knowledge Enrichment for Domain-Specific Sentiment Analysis. Cognitive Computation, 8(3), 467-477. https://doi.org/10.1007/s12559-015-9375-3
Sentiment analysis in natural language text is a challenging task involving a deep understanding of both syntax and semantics. Leveraging the polarity of multiword expressions...
Fusing audio, visual and textual clues for sentiment analysis from multimodal content
Journal Article
Poria, S., Cambria, E., Howard, N., Huang, G., & Hussain, A. (2016)
Fusing audio, visual and textual clues for sentiment analysis from multimodal content. Neurocomputing, 174(Part A), 50-59. https://doi.org/10.1016/j.neucom.2015.01.095
A huge number of videos are posted every day on social media platforms such as Facebook and YouTube. This makes the Internet an unlimited source of information. In the coming ...
Towards GPU-Based Common-Sense Reasoning: Using Fast Subgraph Matching
Journal Article
Tran, H., Cambria, E., & Hussain, A. (2016)
Towards GPU-Based Common-Sense Reasoning: Using Fast Subgraph Matching. Cognitive Computation, 8(6), 1074-1086. https://doi.org/10.1007/s12559-016-9418-4
Background/Introduction
Common-sense reasoning is concerned with simulating cognitive human ability to make presumptions about the type and essence of ordinary situations enco...
Classification of Fish Ectoparasite Genus Gyrodactylus SEM Images Using ASM and Complex Network Model
Conference Proceeding
Ali, R., Jiang, B., Man, M., Hussain, A., & Luo, B. (2014)
Classification of Fish Ectoparasite Genus Gyrodactylus SEM Images Using ASM and Complex Network Model. In Neural Information Processing: 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part III. , (103-110). https://doi.org/10.1007/978-3-319-12643-2_13
Active Shape Models and Complex Network method are applied to the attachment hooks of several species of Gyrodactylus, including the notifiable pathogen G. salaris, to classif...
Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques
Journal Article
Dashtipour, K., Poria, S., Hussain, A., Cambria, E., Hawalah, A. Y. A., Gelbukh, A., & Zhou, Q. (2016)
Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques. Cognitive Computation, 8(4), 757-771. https://doi.org/10.1007/s12559-016-9415-7
With the advent of Internet, people actively express their opinions about products, services, events, political parties, etc., in social media, blogs, and website comments. Th...
Novel Fuzzy and Game Theory Based Clustering and Decision Making for VANETs
Journal Article
Alsarhan, A., Kilani, Y., Al-Dubai, A., Zomaya, A. Y., & Hussain, A. (2020)
Novel Fuzzy and Game Theory Based Clustering and Decision Making for VANETs. IEEE Transactions on Vehicular Technology, 69(2), 1568-1581. https://doi.org/10.1109/TVT.2019.2956228
Different studies have recently emphasized the importance of deploying clustering schemes in Vehicular ad hoc Network (VANET) to overcome challenging problems related to scala...
Novel Two-Stage Audiovisual Speech Filtering in Noisy Environments
Journal Article
Abel, A., & Hussain, A. (2014)
Novel Two-Stage Audiovisual Speech Filtering in Noisy Environments. Cognitive Computation, 6(2), 200-217. https://doi.org/10.1007/s12559-013-9231-2
In recent years, the established link between the various human communication production domains has become more widely utilised in the field of speech processing. In this wor...