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Massive tenting at the Ryder Cup (2012)
Journal Article
Hussain, A. (2012). Massive tenting at the Ryder Cup. InTents, 19,

Long before the U.S. and European teams could begin their match play for the 2012 Ryder Cup, the course had to be prepared with temporary environments that could accommodate players and fans. The popular, biennial golf event—held in 2012 at Medinah C... Read More about Massive tenting at the Ryder Cup.

Merging SenticNet and WordNet-Affect emotion lists for sentiment analysis (2012)
Presentation / Conference Contribution
Poria, S., Gelbukh, A., Cambria, E., Yang, P., Hussain, A., & Durrani, T. (2012). Merging SenticNet and WordNet-Affect emotion lists for sentiment analysis. . https://doi.org/10.1109/ICoSP.2012.6491803

SenticNet is currently one of the most comprehensive freely available semantic resources for opinion mining. However, it only provides numerical polarity scores, while more detailed sentiment-related information for its concepts is often desirable. A... Read More about Merging SenticNet and WordNet-Affect emotion lists for sentiment analysis.

Neurobiologically-inspired soft switching control of autonomous vehicles (2012)
Presentation / Conference Contribution
Yang, E., Hussain, A., & Gurney, K. (2012). Neurobiologically-inspired soft switching control of autonomous vehicles. In Advances in Brain Inspired Cognitive Systems (82-91). https://doi.org/10.1007/978-3-642-31561-9_9

A novel soft switching control approach is presented in this paper for autonomous vehicles by using a new functional model for Basal Ganglia (BG). In the proposed approach, a family of fundamental controllers is treated as each of a set of basic cont... Read More about Neurobiologically-inspired soft switching control of autonomous vehicles.

Off-line handwritten Arabic word recognition using SVMs with normalized poly kernel (2012)
Presentation / Conference Contribution
Alalshekmubarak, A., Hussain, A., & Wang, Q. (2012). Off-line handwritten Arabic word recognition using SVMs with normalized poly kernel. In Neural Information Processing (85-91). https://doi.org/10.1007/978-3-642-34481-7_11

Handwriting recognition is a complicated process that many applications rely on, such as mail sorting, cheque processing, digitalisation and translation. The recognition of handwritten Arabic is still an ongoing challenge mainly due to the similarity... Read More about Off-line handwritten Arabic word recognition using SVMs with normalized poly kernel.

Retrieval of semantic concepts based on analysis of texts for automatic construction of ontology (2012)
Presentation / Conference Contribution
Krishnan, R., Hussain, A., & Sherimon, P. (2012). Retrieval of semantic concepts based on analysis of texts for automatic construction of ontology. In Neural Information Processing (524-532). https://doi.org/10.1007/978-3-642-34475-6_63

Ontology together with Semantic Web has a vital role in knowledge management on a global scale. Since manual construction of ontology leads to complex, time consuming and inconsistent results, automatic construction of ontology is more preferred. Thi... Read More about Retrieval of semantic concepts based on analysis of texts for automatic construction of ontology.

Road sign detection and recognition from video stream using HSV, contourlet transform and local energy based shape histogram (2012)
Presentation / Conference Contribution
Zakir, U., Edirishinghe, E., & Hussain, A. (2012). Road sign detection and recognition from video stream using HSV, contourlet transform and local energy based shape histogram. In Advances in Brain Inspired Cognitive Systems (411-419). https://doi.org/10

This paper describes an efficient approach towards road sign detection and recognition. The proposed system is divided into three sections namely; Colour Segmentation of the road traffic signs using the HSV colour space considering varying lighting c... Read More about Road sign detection and recognition from video stream using HSV, contourlet transform and local energy based shape histogram.

Semantically inspired electronic healthcare records (2012)
Presentation / Conference Contribution
Farooq, K., Hussain, A., Leslie, S., Eckl, C., MacRae, C., & Slack, W. (2012). Semantically inspired electronic healthcare records. In Advances in Brain Inspired Cognitive Systems (42-51). https://doi.org/10.1007/978-3-642-31561-9_5

The adoption of Electronic Healthcare Records (EHRs) holds the key for the success of next generation intelligent healthcare systems to improve the quality of healthcare and patient safety by facilitating the exchange of critical patient’s episodic i... Read More about Semantically inspired electronic healthcare records.

Sentic maxine: Multimodal affective fusion and emotional paths (2012)
Presentation / Conference Contribution
Hupont, I., Cambria, E., Cerezo, E., Hussain, A., & Baldassarri, S. (2012). Sentic maxine: Multimodal affective fusion and emotional paths. In Advances in Neural Networks – ISNN 2012 (555-565). https://doi.org/10.1007/978-3-642-31362-2_61

The capability of perceiving and expressing emotions through different modalities is a key issue for the enhancement of human-agent interaction. In this paper, an architecture for the development of intelligent multimodal affective interfaces is pres... Read More about Sentic maxine: Multimodal affective fusion and emotional paths.

Sentic neural networks: A novel cognitive model for affective common sense reasoning (2012)
Presentation / Conference Contribution
Mazzocco, T., Cambria, E., Hussain, A., & Wang, Q. (2012). Sentic neural networks: A novel cognitive model for affective common sense reasoning. In Advances in Brain Inspired Cognitive Systems (12-21). https://doi.org/10.1007/978-3-642-31561-9_2

In human cognition, the capacity to reason and make decisions is strictly dependent on our common sense knowledge about the world and our inner emotional states: we call this ability affective common sense reasoning. In previous works, graph mining a... Read More about Sentic neural networks: A novel cognitive model for affective common sense reasoning.

SenticNet 2: A semantic and affective resource for opinion mining and sentiment analysis (2012)
Presentation / Conference Contribution
Cambria, E., Havasi, C., & Hussain, A. (2012). SenticNet 2: A semantic and affective resource for opinion mining and sentiment analysis. In Proceedings of the 25th International Florida Artificial Intelligence Research Society Conference (202-207)

Web 2.0 has changed the ways people communicate, collaborate, and express their opinions and sentiments. But despite social data on the Web being perfectly suitable for human consumption, they remain hardly accessible to machines. To bridge the cogni... Read More about SenticNet 2: A semantic and affective resource for opinion mining and sentiment analysis.

Single LFP sorting for high-resolution brain-chip interfacing (2012)
Presentation / Conference Contribution
Mahmud, M., Travalin, D., Hussain, A., Girardi, S., Maschietto, M., Felderer, F., & Vassanelli, S. (2012). Single LFP sorting for high-resolution brain-chip interfacing. In Advances in Brain Inspired Cognitive Systems (329-337). https://doi.org/10.1007/9

Understanding cognition has fascinated many neuroscientists and made them put their efforts in deciphering the brain’s information processing capabilities for cognition. Rodents perceive the environment through whisking during which tactile informati... Read More about Single LFP sorting for high-resolution brain-chip interfacing.

The hourglass of emotions (2012)
Presentation / Conference Contribution
Cambria, E., Livingstone, A., & Hussain, A. (2012). The hourglass of emotions. In Cognitive Behavioural Systems: COST 2102 International Training School, Dresden, Germany, February 21-26, 2011, Revised Selected Papers (144-157). https://doi.org/10.1007/9

Human emotions and their modelling are increasingly understood to be a crucial aspect in the development of intelligent systems. Over the past years, in fact, the adoption of psychological models of emotions has become a common trend among researcher... Read More about The hourglass of emotions.

The use of ASM feature extraction and machine learning for the discrimination of members of the fish ectoparasite genus gyrodactylus (2012)
Presentation / Conference Contribution
Ali, R., Hussain, A., Bron, J. E., & Shinn, A. P. (2012). The use of ASM feature extraction and machine learning for the discrimination of members of the fish ectoparasite genus gyrodactylus. In Neural Information Processing: 19th International Conferenc

Active Shape Models (ASM) are applied to the attachment hooks of several species of Gyrodactylus, including the notifiable pathogen G. salaris, to classify each species to their true species type. ASM is used as a feature extraction tool to select in... Read More about The use of ASM feature extraction and machine learning for the discrimination of members of the fish ectoparasite genus gyrodactylus.

Towards IMACA: Intelligent multimodal affective conversational agent (2012)
Presentation / Conference Contribution
Hussain, A., Cambria, E., Mazzocco, T., Grassi, M., Wang, Q., & Durrani, T. (2012). Towards IMACA: Intelligent multimodal affective conversational agent. In Neural Information Processing: 19th International Conference, ICONIP 2012, Doha, Qatar, November

A key aspect when trying to achieve natural interaction in machines is multimodality. Besides verbal communication, in fact, humans interact also through many other channels, e.g., facial expressions, gestures, eye contact, posture, and voice tone. S... Read More about Towards IMACA: Intelligent multimodal affective conversational agent.

Towards a Chinese common and common sense knowledge base for sentiment analysis (2012)
Presentation / Conference Contribution
Cambria, E., Hussain, A., Durrani, T., & Zhang, J. (2012). Towards a Chinese common and common sense knowledge base for sentiment analysis. In Advanced Research in Applied Artificial Intelligence: 25th International Conference on Industrial Engineering a

To date, the majority of sentiment analysis research has focused on English language. Recent studies, however, show that non-native English speakers heavily support the growing use of Internet. Chinese, specifically, is poised to outpace English as t... Read More about Towards a Chinese common and common sense knowledge base for sentiment analysis.

Service oriented architecture based web application model for collaborative biomedical signal analysis (2012)
Journal Article
Mahmud, M., Rahman, M. M., Travalin, D., Raif, P., & Hussain, A. (2012). Service oriented architecture based web application model for collaborative biomedical signal analysis. Biomedical Engineering / Biomedizinische Technik, 57(S1), 780-783. https://doi

The rapid growth in availability of new biomedical systems and devices capable of acquiring biosignals for disease diagnosis and health monitoring require rigorous processing. Biomedical research by nature depends on integrated problem solving softwa... Read More about Service oriented architecture based web application model for collaborative biomedical signal analysis.

Common Sense Knowledge for Handwritten Chinese Text Recognition (2012)
Journal Article
Wang, Q., Cambria, E., Liu, C., & Hussain, A. (2013). Common Sense Knowledge for Handwritten Chinese Text Recognition. Cognitive Computation, 5(2), 234-242. https://doi.org/10.1007/s12559-012-9183-y

Compared to human intelligence, computers are far short of common sense knowledge which people normally acquire during the formative years of their lives. This paper investigates the effects of employing common sense knowledge as a new linguistic con... Read More about Common Sense Knowledge for Handwritten Chinese Text Recognition.

Biometric Applications Related to Human Beings: There Is Life beyond Security (2012)
Journal Article
Faundez-Zanuy, M., Hussain, A., Mekyska, J., Sesa-Nogueras, E., Monte-Moreno, E., Esposito, A., …Lopez-de-Ipiña, K. (2013). Biometric Applications Related to Human Beings: There Is Life beyond Security. Cognitive Computation, 5(1), 136-151. https://doi

The use of biometrics has been successfully applied to security applications for some time. However, the extension of other potential applications with the use of biometric information is a very recent development. This paper summarizes the field of... Read More about Biometric Applications Related to Human Beings: There Is Life beyond Security.

Water quality reliability based design of water distribution networks (2012)
Presentation / Conference Contribution
Gupta, R., Hussain, A., & Bhave, P. R. (2012). Water quality reliability based design of water distribution networks. In World Environmental and Water Resources Congress 2012: Crossing Boundaries (3320-3330). https://doi.org/10.1061/9780784412312.334

The performance of a water distribution network is affected by several factors, pipe failure being a major one of them. Several methodologies have been suggested for optimal design of water distribution networks (WDNs) to meet reliability criteria re... Read More about Water quality reliability based design of water distribution networks.