All Outputs (26)

Query Subtopic Mining Exploiting Word Embedding for Search Result Diversification (2016)
Presentation / Conference Contribution
Ullah, M. Z., Chy, A. N., & Aono, M. (2016). Query Subtopic Mining Exploiting Word Embedding for Search Result Diversification. In Information Retrieval Technology: 12th Asia Information Retrieval Societies Conference, AIRS 2016, Beijing, China, Novembe

Understanding the users’ search intents through mining query subtopic is a challenging task and a prerequisite step for search diversification. This paper proposes mining query subtopic by exploiting the word embedding and short-text similarity measu... Read More about Query Subtopic Mining Exploiting Word Embedding for Search Result Diversification.

Combining temporal and content aware features for microblog retrieval (2015)
Presentation / Conference Contribution
Chy, A. N., Ullah, M. Z., & Aono, M. (2015). Combining temporal and content aware features for microblog retrieval. In 2015 2nd International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA). https://doi.org/10.1109/ICAICTA

Microblog, especially Twitter, have become an integral part of our daily life for searching latest news and events information. Due to short length characteristics of tweets, only content-relevance based search result cannot satisfy user's informatio... Read More about Combining temporal and content aware features for microblog retrieval.

Estimating a Ranked List of Human Genetic Diseases by Associating Phenotype-Gene with Gene-Disease Bipartite Graphs (2015)
Journal Article
Ullah, M. Z., Aono, M., & Seddiqui, M. H. (2015). Estimating a Ranked List of Human Genetic Diseases by Associating Phenotype-Gene with Gene-Disease Bipartite Graphs. ACM transactions on intelligent systems and technology, 6(4), Article 56. https://doi.or

With vast amounts of medical knowledge available on the Internet, it is becoming increasingly practical to help doctors in clinical diagnostics by suggesting plausible diseases predicted by applying data and text mining technologies. Recently, Genome... Read More about Estimating a Ranked List of Human Genetic Diseases by Associating Phenotype-Gene with Gene-Disease Bipartite Graphs.

Ontology based classification for multi-label image annotation (2014)
Presentation / Conference Contribution
Reshma, I. A., Ullah, M. Z., & Aono, M. (2014). Ontology based classification for multi-label image annotation. In 2014 international conference of advanced informatics: concept, theory and application (ICAICTA) (226-231). https://doi.org/10.1109/ICAICTA

Image annotation has been an important task for visual information retrieval. It usually involves a multi-class multi-label classification problem. To solve this problem, many researches have been conducted during last two decades, although most of t... Read More about Ontology based classification for multi-label image annotation.

Query subtopic mining for search result diversification (2014)
Presentation / Conference Contribution
Ullah, M. Z., & Aono, M. (2014). Query subtopic mining for search result diversification. In 2014 International Conference of Advanced Informatics: Concept, Theory and Application (ICAICTA) (309-314). https://doi.org/10.1109/ICAICTA.2014.7005960

Web search queries are usually short, ambiguous, and contain multiple aspects or subtopics. Different users may have different search intents (or information needs) when submitting the same query. The task of identifying the subtopics underlying a qu... Read More about Query subtopic mining for search result diversification.

Estimating a ranked list of human hereditary diseases for clinical phenotypes by using weighted bipartite network (2013)
Presentation / Conference Contribution
Ullah, M. Z., Aono, M., & Seddiqui, M. H. (2013). Estimating a ranked list of human hereditary diseases for clinical phenotypes by using weighted bipartite network. In 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biol

With the availability of the huge medical knowledge data on the Internet such as the human disease network, protein-protein interaction (PPI) network, and phenotypegene, gene-disease bipartite networks, it becomes practical to help doctors by suggest... Read More about Estimating a ranked list of human hereditary diseases for clinical phenotypes by using weighted bipartite network.