Publications

2021

Pourgholamali, Fatemeh; Kahani, Mohsen; Noorian, Zeinab; Bagheri, Ebrahim

Learning Product Representations for Generating Reviews for Cold Products Journal Article

In: Knowledge-based Systems, 2021.

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Hosseini, Hawre; Bagheri, Ebrahim

Learning to Rank Implicit Entities on Twitter Journal Article

In: Information Processing and Management, 2021.

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Mahdavimoghaddam, Jalehsadat; Krishnaswamy, Niranjan; Bagheri, Ebrahim

On the Congruence Between Online Social Content and Future IT Skill Demand Journal Article

In: PACM on Human-Computer Interaction, 2021.

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Pham, Ba’; Jovanovic, Jelena; Bagheri, Ebrahim; Antony, Jesmin; Ashoor, Huda; Nguyen, Tam T; Rios, Patricia; Robson, Reid C; Thomas, Sonia M; Watt, Jennifer; Straus, Sharon E; Tricco, Andrea C

Text Mining to Support Abstract Screening for Knowledge Syntheses: A Semi-Automated Workflow Journal Article

In: Systematic Reviews, 2021.

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Fani, Hossein; Tamannaee, Mahtab; Zarrinkalam, Fattane; Samouh, Jamil; Paydar, Samad; Bagheri, Ebrahim

An Extensible Toolkit of Query Refinement Methods and Gold Standard Dataset Generation Inproceedings

In: 43rd European Conference on IR Research (ECIR 2021), 2021.

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Arabzadeh, Negar; Mahdavi, Jaleh; Bagheri, Ebrahim

Document Specificity Measures for Ad-hoc Retrieval Inproceedings

In: The 34th Canadian Conference on Artificial Intelligence, 2021.

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Bigdeli, Amin; Arabzadeh, Negar; Zihayat, Morteza; Bagheri, Ebrahim

Exploring Gender Biases in Information Retrieval Relevance Judgement Datasets Inproceedings

In: 43rd European Conference on IR Research (ECIR 2021), 2021.

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Bigdeli, Amin; Arabzadeh, Negar; Seyedsalehi, Shirin; Zihayat, Morteza; Bagheri, Ebrahim

On the Orthogonality of Bias and Effectiveness in Ad hoc Retrieval Inproceedings

In: The 44th International ACM SIGIR Conference. on Research and Development in Information Retrieval (SIGIR 2021), 2021.

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Arabzadeh, Negar; Bigdeli, Amin; Zihayat, Morteza; Bagheri, Ebrahim

Query Performance Prediction through Retrieval Coherency Inproceedings

In: 43rd European Conference on IR Research (ECIR 2021), 2021.

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Rad, Radin Hamidi; Bagheri, Ebrahim; Kargar, Mehdi; Srivastava, Divesh; Szlichta, Jaroslaw

Retrieving Skill-Based Teams from Collaboration Networks Inproceedings

In: The 44th International ACM SIGIR Conference. on Research and Development in Information Retrieval (SIGIR 2021), 2021.

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2020

Vo, Duc-Thuan; Al-Obeidat, Feras; Bagheri, Ebrahim

Extracting Temporal and Causal Relations based on Event Networks Journal Article

In: Information Processing and Management, 2020.

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Zarrinkalam, Fattane; Faralli, Stefano; Piao, Guangyuan; Bagheri, Ebrahim

Extracting, Mining and Predicting Users' Interests from Social Media Journal Article

In: Foundations and Trends in Information Retrieval (FnTIR), 2020.

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Arabzadeh, Negar; Zarrinkalam, Fattane; Jovanovic, Jelena; Al-Obeidat, Feras; Bagheri, Ebrahim

Neural Embedding-based Specificity Metrics for Pre-Retrieval Query Performance Prediction Journal Article

In: Information Processing and Management, 2020.

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Falavarjani, Seyed Amin Mirlohi; Jovanovic, Jelena; Fani, Hossein; Ghorbani, Ali A; Noorian, Zeinab; Bagheri, Ebrahim

On The Causal Relation Between Real World Activities and Emotional Expressions of Social Media Users Journal Article

In: Journal of the Association for Information Science and Technology (JASIST), 2020.

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Khodabakhsh, Maryam; Bagheri, Ebrahim

Semantics-enabled Query Performance Prediction for Ad hoc Table Retrieval Journal Article

In: Information Processing and Management, 2020.

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Bagheri, Ebrahim; Al-Obeidat, Feras

A Latent Model for Ad Hoc Table Retrieval Inproceedings

In: 42nd European Conference on IR Research (ECIR 2020), 2020.

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Hosseini, Hawre; Bagheri, Ebrahim

From Explicit to Implicit Entity Linking: A Learn to Rank Framework Inproceedings

In: 33rd Canadian Conference on Artificial Intelligence, (Canadian AI), 2020.

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Rad, Radin Hamidi; Fani, Hossein; Kargar, Mehdi; Szlichta, Jaroslaw; Bagheri, Ebrahim

Learning to Form Skill-based Teams of Experts Inproceedings

In: The 29th ACM International Conference on Information and Knowledge Management, (CIKM2020), 2020.

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Zarrinkalam, Fattane; Faralli, Stefano; Piao, Guangyuan; Bagheri, Ebrahim

Mining User Interests from Social Media Inproceedings

In: The 29th ACM International Conference on Information and Knowledge Management (tutorial), (CIKM2020), 2020.

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Arabzadeh, Negar; Zarrinkalam, Fattane; Jovanovic, Jelena; Bagheri, Ebrahim

Neural Embedding-based Metrics for Pre-Retrieval Query Performance Prediction Inproceedings

In: 42nd European Conference on IR Research (ECIR 2020), 2020.

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Tamannaee, Mahtab; Fani, Hossein; Zarrinkalam, Fattane; Samouh, Jamil; Paydar, Samad; Bagheri, Ebrahim

ReQue: A Configurable Workflow and Dataset Collection for Query Refinement Inproceedings

In: The 29th ACM International Conference on Information and Knowledge Management, (CIKM2020), 2020.

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Fani, Hossein; Bagheri, Ebrahim; Du, Weichang

Temporal Latent Space Modeling for Community Prediction Inproceedings

In: 42nd European Conference on IR Research (ECIR 2020), 2020.

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Tamannaee, Mahtab; Arabzadeh, Negar; Bagheri, Ebrahim

Vis-Trec: A System for the In-depth Analysis of trec_eval Results Inproceedings

In: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (demo), 2020.

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2019

Pourgholamali, Fatemeh; Kahani, Mohsen; Bagheri, Ebrahim

A Neural Graph Embedding Approach for Selecting Review Sentences Journal Article

In: Electronic Commerce Research and Applications, 2019.

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Hosseini, Hawre; Nguyen, Tam T; Wu, Jimmy; Bagheri, Ebrahim

Implicit Entity Linking in Tweets: an Ad-hoc Retrieval Approach Journal Article

In: Applied Ontology, 2019.

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Pourmasoumi, Asef; Kahani, Mohsen; Bagheri, Ebrahim

The Evolutionary Composition of Desirable Execution Traces from Event Logs Journal Article

In: Future Generation Computing Systems, 98 , pp. 78-103, 2019.

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Falavarjani, Seyed Amin Mirlohi; Zarrinkalam, Fattane; Jovanovic, Jelena; Bagheri, Ebrahim; Ghorbani, Ali A

The Reflection of Offline Activities on Users’ Online Social Behavior: An Observational Study Journal Article

In: Information Processing and Management, 2019.

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Fani, Hossein; Jiang, Eric; Bagheri, Ebrahim; Al-Obeidat, Feras; Du, Weichang; Kargar, Mehdi

User Community Detection via Embedding of Social Network Structure and Temporal Content Journal Article

In: Information Processing and Management, 2019.

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Vo, Duc-Thuan; Bagheri, Ebrahim

Extracting Temporal Event Relations based on Event Networks Inproceedings

In: 41st European Conference on Information Retrieval (ECIR 2019), 2019.

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Arabzadeh, Negar; Zarrinkalam, Fattane; Jovanovic, Jelena; Bagheri, Ebrahim

Geometric Estimation of Specificity within Embedding Spaces Inproceedings

In: The 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), 2019.

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Pourali, Alireza; Zarrinkalam, Fattane; Bagheri, Ebrahim

Neural Embedding Features for Point-of-Interest Recommendation Inproceedings

In: IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2019), 2019.

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Falavarjani, Seyed Amin Mirlohi; Bagheri, Ebrahim; Chou, Ssu Yu Zoe; Jovanovic, Jelena; Ghorbani, Ali A

On the Causal Relation between Users' Real-World Activities and their Affective Processes Inproceedings

In: IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2019), 2019.

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Fard, Amin Milani; Bagheri, Ebrahim; Wang, Ke

Relationship Prediction in Dynamic Heterogeneous Information Networks Inproceedings

In: 41st European Conference on Information Retrieval (ECIR 2019), 2019.

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2018

Bashari, Mahdi; Bagheri, Ebrahim; Du, Weichang

Automated Composition and Optimization of Services for Variability-Intensive Domains Journal Article

In: ​Journal of Systems and Software, 2018.

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Biletskiy, Yevgen; Brown, Anthony J; Ranganathan, Girish R; Bagheri, Ebrahim; Akbari, Ismail

Building a business domain meta-ontology for information pre-processing Journal Article

In: Information Processing Letters, 2018.

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Khodabakhsh, Maryam; Kahani, Mohsen; Bagheri, Ebrahim; Noorian, Zeinab

Detecting Life Events From Twitter based on Temporal Semantic Features Journal Article

In: Knowledge-based Systems, 2018.

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Feng, Yue; Zarrinkalam, Fattane; Bagheri, Ebrahim; Fani, Hossein; Al-Obeidat, Feras

Entity Linking of Tweets based on Dominant Entity Candidates Journal Article

In: Social Network Analysis and Mining, 2018.

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Vo, Duc-Thuan; Bagheri, Ebrahim

Feature-enriched Matrix Factorization for Relation Extraction Journal Article

In: Information Processing and Management, 2018.

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Fani, Hossein; Bagheri, Ebrahim; Zarrinkalam, Fattane; Zhao, Xin; Du, Weichang

Finding Diachronic Like-Minded Users Journal Article

In: Computational Intelligence: An International Journal, 34 , pp. 124-144, 2018, ISSN: 1467-8640.

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Pham, Ba'; Bagheri, Ebrahim; Rios, Patricia; Pourmasoumi, Asef; Robson, Reid C; Hwee, Jeremiah; Isaranuwatchai, Wanrudee; Darvesh, Matthew Page Nazia; Tricco, Andrea

Improving the Conduct of Systematic Reviews: A Process Mining Perspective Journal Article

In: Journal of Clinical Epidemiology, 2018.

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Zarrinkalam, Fattane; Kahani, Mohsen; Bagheri, Ebrahim

Mining User Interests over Active Topics on Social Networks Journal Article

In: Information Processing and Management, 2018.

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Lashkari, Fatemeh; Bagheri, Ebrahim; Ghorbani, Ali A

Neural Embedding-based Indices for Semantic Search Journal Article

In: Information Processing and Management, pp. to appear, 2018.

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Bagheri, Ebrahim; Ensan, Faezeh; Al-Obeidat, Feras

Neural Word and Entity Embeddings for Ad hoc Retrieval Journal Article

In: Information Processing and Management year = 2018, 54 , pp. 339–357, 2018.

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Vigod, Simone N; Bagheri, Ebrahim; Zarrinkalam, Fattane; Brown, Hillary K; Mamdani, Muhammad; Ray, Joel G

Online social network response to studies on antidepressant use in pregnancy Journal Article

In: Journal of Psychosomatic Research, 2018.

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Khodabakhsh, Maryam; Kahani, Mohsen; Bagheri, Ebrahim

Predicting Future Personal Life Events on Twitter via Recurrent Neural Networks Journal Article

In: Journal of Intelligent Information Systems, 2018.

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Bashari, Mahdi; Bagheri, Ebrahim; Du, Weichang

Self-Adaptation of Service Compositions through Product Line Reconfiguration Journal Article

In: ​Journal of Systems and Software, 114 , pp. 84–105, 2018.

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Ali, Syed Muhammad; Noorian, Zeinab; Bagheri, Ebrahim; Ding, Chen; Al-Obeidat, Feras

Topic and Sentiment Aware Microblog Summarization for Twitter Journal Article

In: Journal of Intelligent Information Systems, 2018.

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Cuzzola, John; Bagheri, Ebrahim; Jovanovic, Jelena

UMLS to DBPedia Link Discovery Through Circular Resolution Journal Article

In: Journal of the American Medical Informatics Association (JAMIA), 2018.

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Zarrinkalam, Fattane; Mohsen,; Kahani,; Bagheri, Ebrahim

User Interest Prediction over Future Unobserved Topics on Social Networks Journal Article

In: Information Retrieval Journal, 2018.

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Arabzadeh, Negar; Fani, Hossein; Zarrinkalam, Fattaneh; Navivala, Ahmed; Bagheri, Ebrahim

Causal Dependencies for Future Interest Prediction on Twitter Inproceedings

In: The 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018.

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Bagheri, Ebrahim; Ensan, Faezeh; Al-Obeidat, Feras

Impact of Document Representation on Neural Ad hoc Retrieval Inproceedings

In: The 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018.

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Hosseini, Hawre; Nguyen, Tam T; Bagheri, Ebrahim

Implicit Entity Linking through Ad-hoc Retrieval Inproceedings

In: IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2018), 2018.

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Pourali, Alireza; Zarrinkalam, Fattane; Bagheri, Ebrahim

Point-of-Interest Recommendation Using Heterogeneous Link Prediction Inproceedings

In: The International Conference on Extending Database Technology (EDBT), March 26-29, Vienna, Austria, 2018.

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Khodabakhsh, Maryam; Fani, Hossein; Zarrinkalam, Fattane; Bagheri, Ebrahim

Predicting Personal Life Events from Streaming Social Content Inproceedings

In: The 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018.

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Fani, Hossein; Bashari, Masoud; Zarrinkalam, Fattane; Bagheri, Ebrahim; Al-Obeidat, Feras

Stopword Detection for Streaming Content Inproceedings

In: Advances in Information Retrieval: 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings, 2018.

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Falavarjani, Seyed Amin Mirlohi; Hosseini, Hawre; Bagheri, Ebrahim

The Impact of Foursquare Checkins on Users' Emotions on Twitter Inproceedings

In: International Workshop on Social Aspects in Personalization and Search collocated with the 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, 2018.

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Trikha, Anil Kumar; Zarrinkalam, Fattane; Bagheri, Ebrahim

Topic-Association Mining for User Interest Detection Inproceedings

In: Advances in Information Retrieval: 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings, 2018.

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2017

Bashari, Mahdi; Bagheri, Ebrahim; Du, Weichang

Dynamic software product line engineering: a reference framework Journal Article

In: International Journal of Software Engineering and Knowledge Engineering, 27 , pp. 191–234, 2017.

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Pourgholamali, Fatemeh; Kahani, Mohsen; Bagheri, Ebrahim; Noorian, Zeinab

Embedding Unstructured Side Information in Product Recommendation Journal Article

In: Electronic Commerce Research and Applications, 25 , pp. 70-851, 2017.

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Keikha, Andisheh; Ensan, Faezeh; Bagheri, Ebrahim

Query Expansion Using Pseudo Relevance Feedback on Wikipedia Journal Article

In: Journal of Intelligent Information Systems, 2017.

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Cuzzola, John; Jovanovic, Jelena; Bagheri, Ebrahim

RysannMD: A Biomedical Semantic Annotator Balancing Speed and Accuracy Journal Article

In: Journal of Biomedical Informatics, 2017.

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Vo, Duc-Thuan; Bagheri, Ebrahim

Self-Training on Refined Clause Patterns for Relation Extraction Journal Article

In: Information Processing and Management, 2017.

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Jovanovic, Jelena; Bagheri, Ebrahim

Semantic Annotation in Biomedicine: The Current Landscape Journal Article

In: Journal of Biomedical Semantics, 2017.

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Feng, Yue; Bagheri, Ebrahim; Ensan, Faezeh; Jovanovic, Jelena

The State of the Art in Semantic Relatedness: A Framework for Comparison Journal Article

In: The Knowledge Engineering Review, 2017.

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Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

Toward Automated Quality-centric Product Line Configuration using Intentional Variability journal = Journal of Software: Evolution and Process Journal Article

In: 2017.

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Pourmasoumi, Asef; Bagheri, Ebrahim

Business process mining Incollection

In: Encyclopedia with Semantic Computing and Robotic Intelligence, 01 (01), pp. 1630004 [8], 2017.

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Fani, Hossein; Bagheri, Ebrahim

Community detection in social networks Incollection

In: Encyclopedia with Semantic Computing and Robotic Intelligence, 01 (01), pp. 1630001 [8], 2017.

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Zarrinkalam, Fattane; Bagheri, Ebrahim

Event identification in social networks Incollection

In: Encyclopedia with Semantic Computing and Robotic Intelligence, 01 (01), pp. 1630002 [7], 2017.

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Feng, Yue; Bagheri, Ebrahim

Methods and resources for computing semantic relatedness Incollection

In: Encyclopedia with Semantic Computing and Robotic Intelligence, 01 (01), pp. 1630005 [5], 2017.

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Thuan, Vo-Duc; Bagheri, Ebrahim

Open information extraction Incollection

In: Encyclopedia with Semantic Computing and Robotic Intelligence, 01 (01), pp. 1630003 [6], 2017.

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Ensan, Faezeh; Bagheri, Ebrahim; Zouaq, Amal; Kouznetsov, Alexandre

An Empirical Study of Embedding Features in Learning to Rank Inproceedings

In: The 26th ACM International Conference on Information and Knowledge Management (CIKM), 2017.

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Ensan, Faezeh; Bagheri, Ebrahim

Document Retrieval through Semantic Entity Linking Inproceedings

In: The Tenth International Conference on Web Search and Data Mining (WSDM’17), 2017.

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Falavarjani, Seyed Amin Mirlohi; Hosseini, Hawre; Noorian, Zeinab; Bagheri, Ebrahim

Estimating the Effect of Exercising on Users' Online Behavior booktitle = International Workshop on Observational Studies Through Social Media (OSSM 2017) collocated with International AAAI Conference on Web and Social Media (ICWSM) Inproceedings

In: 2017.

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Nguyen, Tam T; Bagheri, Ebrahim

Learning Event Count Models with Application to Affiliation Ranking Inproceedings

In: 27th Annual International Conference on Computer Science and Software Engineering (CASCON 2017), 2017.

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Nguyen, Tam T; Fernandez, Daniel; Nguyen, Quy T K; Bagheri, Ebrahim

Location-aware Human Activity Recognition Inproceedings

In: The 13th International Conference on Advanced Data Mining and Applications (ADMA'17), 2017.

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Vo, Duc-Thuan; Bagheri, Ebrahim

Matrix Models with Feature Enrichment for Relation Extraction Inproceedings

In: Advances in Artificial Intelligence - 30th Canadian Conference on Artificial Intelligence, Canadian AI 2017, Edmonton, AB, Canada, May 16 - May 19, 2017. Proceedings, 2017.

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Zarrinkalam, Fattane; Fani, Hossein; Bagheri, Ebrahim; Kahani, Mohsen

Predicting Users’ Future Interests on Twitter Inproceedings

In: Advances in Information Retrieval: 39th European Conference on IR Research, ECIR 2017, Aberdeen, UK, April 8-13, 2017, Proceedings, pp. 464–476, 2017.

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Bashari, Mahdi; Bagheri, Ebrahim; Du, Weichang

Self-healing in Service Mashups Through Feature Adaptation Inproceedings

In: 21st International Systems and Software Product Line Conference (SPLC 2017), 2017.

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Fani, Hossein; Bagheri, Ebrahim; Du, Weichang

Temporally Like-minded User Community Identification through Neural Embeddings Inproceedings

In: The 26th ACM International Conference on Information and Knowledge Management (CIKM), 2017.

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2016

Lashkari, Fatemeh; Ensan, Faezeh; Bagheri, Ebrahim; Ghorbani, Ali A

Efficient Indexing for Semantic Search Journal Article

In: Expert Systems With Applications, 2016.

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Pourmasoumi, Asef; Kahani, Mohsen; Bagheri, Ebrahim

Mining Variable Fragments from Process Event Logs Journal Article

In: Information Systems Frontiers, 2016.

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Poots, Kent; Bagheri, Ebrahim

Overview of Text Annotation with Pictures Journal Article

In: IEEE IT Professional, 2016.

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Ghashghaei, Mehrnaz; Bagheri, Ebrahim; Cuzzola, John; Ghorbani, Ali A; Noorian, Zeinab

Semantic Disambiguation and Linking of Quantitative Mentions in Textual Content Journal Article

In: Int. J. Semantic Computing, 10 (1), pp. 121, 2016.

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Bagheri, Ebrahim; Ensan, Faezeh

Semantic tagging and linking of software engineering social content Journal Article

In: Autom. Softw. Eng., 23 (2), pp. 147–190, 2016.

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Bashari, Mahdi; Bagheri, Ebrahim; Du, Weichang

Automated Composition of Service Mashups Through Software Product Line Engineering Inproceedings

In: The 15th International Conference on Software Reuse (ICSR 2016), 2016.

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Thuan, Vo-Duc; Bagheri, Ebrahim

Clause-based Open Information Extraction with Grammatical Structure Reformation Inproceedings

In: 17th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing'16), 2016.

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Pourmasoumi, Asef; Bagheri, Ebrahim; Kahani, Mohsen

Composing Optimal Execution Traces from Event Logs,` booktitle = 17th International Conference on Business Process Modeling, Development, and Support (BPMDS’16) Inproceedings

In: 2016.

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Zarrinkalam, Fattane; Fani, Hossein; Bagheri, Ebrahim; Kahani, Mohsen

Inferring Implicit Topical Interests on Twitter Inproceedings

In: Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings, pp. 479–491, 2016.

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Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

Quality-centric Feature Model Configuration using Goal Models Inproceedings

In: The ACM/SIGAPP Symposium on Applied Computing (SAC), 2016.

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Ensan, Ebrahim Bagheri Andisheh Keikha Faezeh

Query Expansion Using Pseudo Relevance Feedback on Wikipedia Inproceedings

In: 2016.

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Thuan, Vo-Duc; Bagheri, Ebrahim

Relation Extraction using Clause Patterns and Self-Training Inproceedings

In: 17th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing'16), 2016.

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Fani, Hossein

Temporal Formation and Evolution of Online Communities Inproceedings

In: Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016, pp. 717, 2016.

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Fani, Hossein; Zarrinkalam, Fattane; Bagheri, Ebrahim; Du, Weichang

Time-Sensitive Topic-Based Communities on Twitter Inproceedings

In: Advances in Artificial Intelligence - 29th Canadian Conference on Artificial Intelligence, Canadian AI 2016, Victoria, BC, Canada, May 31 - June 3, 2016. Proceedings, pp. 192–204, 2016.

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2015

Bagheri, Dragan Gasevic Buturab Rizvi Ebrahim

A Systematic Review of Distributed Agile Software Engineering Journal Article

In: Journal of Software: Evolution and Process, 27 (10), pp. 723-762, 2015.

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Jovanovic, Ebrahim Bagheri Dragan Gasevic John Cuzzola Jelena

Automated Classification and Localization of Daily Deal Content from the Web Journal Article

In: Applied Soft Computing, 31 , pp. 241-256, 2015.

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Bagheri, Jelena Jovanovic Ebrahim; Gasevic, Dragan

Comprehension and Learning of Social Goals through Visualization Journal Article

In: IEEE Transactions on Human-Machine Systems, 2015.

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Jovanovic, Jelena; Bagheri, Ebrahim

Electronic commerce meets the Semantic Web Journal Article

In: IEEE IT Professional, 2015.

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Jovanovic, Ebrahim Bagheri Dragan Gasevic John Cuzzola Jelena

Evolutionary Fine-Tuning of Automated Semantic Annotation Systems Journal Article

In: Expert Systems with Applications, 42 (20), pp. 6864–6877, 2015.

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Fani, Hossein; Bagheri, Ebrahim

An Ontology for Describing Security Events Inproceedings

In: The 27th International Conference on Software Engineering and Knowledge Engineering, SEKE 2015, Wyndham Pittsburgh University Center, Pittsburgh, PA, USA, July 6-8, 2015, pp. 455–460, 2015.

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Jovanovic, Ebrahim Bagheri John Cuzzola Jelena

Filtering Inaccurate Entity Co-references on the Linked Open Data Inproceedings

In: 26th International Conference on Database and Expert Systems Applications (DEXA2015), Springer, 2015.

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Feng, Yue; Fani, Hossein; Bagheri, Ebrahim; Jovanovic, Jelena

Lexical Semantic Relatedness for Twitter Analytics Inproceedings

In: 27th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2015, Vietri sul Mare, Italy, November 9-11, 2015, pp. 202–209, 2015.

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Kahani, Ebrahim Bagheri Asef Pourmasoumi Hassankiadeh Mohsen; Asadi, Mohsen

On Business Process Variants Generation Inproceedings

In: CAiSE Forum, Springer, 2015.

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Ghashghaei, Mehrnaz; Cuzzola, John; Bagheri, Ebrahim; Ghorbani, Ali A

Semantic Annotation of Quantitative Textual Content Inproceedings

In: Proceedings of the Third International Workshop on Linked Data for Information Extraction (LD4IE2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 2015., pp. 20–33, 2015.

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Zarrinkalam, Fattane; Fani, Hossein; Bagheri, Ebrahim; Kahani, Mohsen; Du, Weichang

Semantics-Enabled User Interest Detection from Twitter Inproceedings

In: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015, Singapore, December 6-9, 2015 - Volume I, pp. 469–476, 2015.

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Smith, Jacky Au Duong Mager Alanna Ebrahim Bagheri Frauke Zeller David Harris; Rudzicz, Frank

Social Media in Human-Robot Interaction Inproceedings

In: Social Media & Society Conference (#SMSociety15), 2015.

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-, Duc; Bagheri, Ebrahim

Syntactic and Semantic Structures for Relation Extraction Inproceedings

In: Sixth BCS-IRSG Symposium on Future Directions in Information Access, FDIA 2015, 31 August - 4 September 2015, Thessaloniki, Greece, 2015.

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2014

Bagheri, Mohsen Asadi Weichang Du Mahdi Noorian Ebrahim

Addressing Non-Functional Properties in Feature Models: A Goal-Oriented Approach Journal Article

In: International Journal of Software Engineering and Knowledge Engineering, 24 (10), pp. 1439-1488, 2014.

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Jovanovic, Jelena; Bagheri, Ebrahim; Cuzzola, John; Gasevic, Dragan; Jeremic, Zoran; Bashash, Reza

Automated Semantic Tagging of Textual Content Journal Article

In: IEEE IT Professional, 16 (6), pp. 38-46, 2014.

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Bagheri, Ebrahim; Ensan, Faezeh

Dynamic Decision Models for Staged Software Product Line Configuration Journal Article

In: Requirements Engineering Journal, 19 (2), pp. 187-212, 2014.

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Bashari, Mahdi; Noorian, Mahdi; Bagheri, Ebrahim

Product Line Stakeholder Preference Elicitation via Decision Processes Journal Article

In: International Journal of Knowledge and Systems Science, 5 (4), pp. 35-51, 2014.

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Bagheri, Ebrahim; Ensan, Faezeh

Reliability Estimation for Component-based Software Product Lines Journal Article

In: IEEE/Canadian Journal of Electrical and Computer Engineering, 37 (2), pp. 94–112, 2014.

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Soltani, Dragan Gasevic Marek Hatala Mohsen Asadi Samaneh; Bagheri, Ebrahim

Towards Automated Feature Model Configuration With Optimizing Non-Functional Requirements Journal Article

In: Information and Software Technology Journal, 56 (9), pp. 1144–1165, 2014.

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Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

Capturing Non-functional Properties through Model Interlinking Inproceedings

In: IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2014.

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Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

From Intentions to Decisions: Understanding Stakeholders' Objectives in Software Product Line Configuration Inproceedings

In: International Conference on Software Engineering and Knowledge Engineering (SEKE 2014), 2014.

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Kiyadeh, Asef Pourmasoumi Hasan; Kahani, Mohsen; Bagheri, Ebrahim; Asadi, Mohsen

Mining Common Morphological Fragments from Process Event Logs Inproceedings

In: Proceedings of the 2014 Conference of the Centre for Advanced Studies on Collaborative Research (CASCON 2014), 2014.

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2013

Ognjanovic, Ivana; Gasevic, Dragan; Bagheri, Ebrahim

A stratified framework for handling conditional preferences: An extension of the analytic hierarchy process Journal Article

In: Expert Syst. Appl., 40 (4), pp. 1094-1115, 2013.

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Bagheri, Ebrahim; Freitas, Fred; da Santos, Luiz Olavo Bonino Silva

Forward to the special issue on vocabularies, ontologies and rules for the enterprise Journal Article

In: Information Systems, 38 (5), pp. 688-689, 2013.

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Bagheri, Ebrahim; Ensan, Faezeh

Light-Weight Software Product Lines for Small and Medium-sized Enterprises (SMEs) Inproceedings

In: Proceedings of the 2013 Conference of the Centre for Advanced Studies on Collaborative Research (CASCON 2013), pp. 1-15, 2013.

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Cuzzola, John; Bagheri, Ebrahim; Gasevic, Dragan

Product Centric Web Page Segmentation and Localization Inproceedings

In: Canadian Semantic Web Symposium, 2013.

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Cuzzola, John; Jeremic, Zoran; Bagheri, Ebrahim; Gasevic, Dragan; Jovanovic, Jelena; Bashash, Reza

Semantic Tagging with Linked Open Data Inproceedings

In: Canadian Semantic Web Symposium, 2013.

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Gasevic, John Cuzzola Jelena Jovanovic Reza Bashash Ebrahim Bagheri Dragan

Method and System of Intelligent Generation of Structured Data and Object Discovery from the Web using Text, Images and Video and other Data Patent

US 61/825995, 2013.

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2012

Bagheri, Ebrahim; Ensan, Faezeh; Gasevic, Dragan

Decision support for the software product line domain engineering lifecycle Journal Article

In: Automed Software Engineering Journal, 19 (3), pp. 335-377, 2012.

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Asadi, Mohsen; Mohabbati, Bardia; Gasevic, Dragan; Bagheri, Ebrahim; Hatala, Marek

Developing Semantically-Enabled Families of Method-Oriented Architectures Journal Article

In: IJISMD, 3 (4), pp. 1-26, 2012.

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Bagheri, Ebrahim; Gasevic, Dragan

Foreword to the special issue on quality engineering for software product lines Journal Article

In: Software Quality Journal, 20 (3-4), pp. 421-424, 2012.

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Bagheri, Ebrahim; Noia, Tommaso Di; Gasevic, Dragan; Ragone, Azzurra

Formalizing interactive staged feature model configuration Journal Article

In: Journal of Software: Evolution and Process, 24 (4), pp. 375-400, 2012.

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Bagheri, Ebrahim; Gasevic, Dragan; Pan, Jeff Z

Guest Editorial Foreword to the Special Issue on Semantics-Enabled Software Engineering Journal Article

In: IEEE Transactions on Systems, Man, and Cybernetics, Part C, 42 (1), pp. 1-2, 2012.

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Ognjanovic, Ivana; Mohabbati, Bardia; Gasevic, Dragan; Bagheri, Ebrahim; Boskovic, Marko

A Metaheuristic Approach for the Configuration of Business Process Families Inproceedings

In: IEEE SCC, pp. 25-32, 2012.

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Soltani, Samaneh; Asadi, Mohsen; Gasevic, Dragan; Hatala, Marek; Bagheri, Ebrahim

Automated planning for feature model configuration based on functional and non-functional requirements Inproceedings

In: SPLC (1), pp. 56-65, 2012.

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Ensan, Faezeh; Bagheri, Ebrahim; Gasevic, Dragan

Evolutionary Search-Based Test Generation for Software Product Line Feature Models Inproceedings

In: CAiSE, pp. 613-628, 2012.

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Bagheri, Ebrahim; Ensan, Faezeh; Gasevic, Dragan

Grammar-based Test Generation for Software Product Line Feature Models Inproceedings

In: Proceedings of the 2012 Conference of the Centre for Advanced Studies on Collaborative Research (CASCON 2012), pp. 87–101, 2012.

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Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

Non-functional Properties in Software Product Lines: A Taxonomy for Classification Inproceedings

In: SEKE, pp. 663-667, 2012.

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Asadi, Mohsen; Bagheri, Ebrahim; Mohabbati, Bardia; Gasevic, Dragan

Requirements engineering in feature oriented software product lines: an initial analytical study Inproceedings

In: SPLC (2), pp. 36-44, 2012.

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2011

Bagheri, Ebrahim; Gasevic, Dragan

Assessing the maintainability of software product line feature models using structural metrics Journal Article

In: Software Quality Journal, 19 (3), pp. 579-612, 2011.

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Boskovic, Marko; Gasevic, Dragan; Mohabbati, Bardia; Asadi, Mohsen; Hatala, Marek; Kaviani, Nima; Rusk, Jeffrey J; Bagheri, Ebrahim

Developing Families of Software Services: A Semantic Web Approach Journal Article

In: Journal of Research and Practice in Information Technology, 43 (3), pp. 179-208, 2011.

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Bagheri, Ebrahim; Ensan, Faezeh; Gasevic, Dragan; Boskovic, Marko

Modular Feature Models: Representation and Configuration Journal Article

In: Journal of Research and Practice in Information Technology, 43 (2), pp. 109-140, 2011.

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Mohabbati, Bardia; Gasevic, Dragan; Hatala, Marek; Asadi, Mohsen; Bagheri, Ebrahim; Boskovic, Marko

A Quality Aggregation Model for Service-Oriented Software Product Lines Based on Variability and Composition Patterns Inproceedings

In: ICSOC, pp. 436-451, 2011.

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Soltani, Samaneh; Asadi, Mohsen; Hatala, Marek; Gasevic, Dragan; Bagheri, Ebrahim

Automated planning for feature model configuration based on stakeholders' business concerns Inproceedings

In: ASE, pp. 536-539, 2011.

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Bagheri, Ebrahim; Asadi, Mohsen; Ensan, Faezeh; Gasevic, Dragan; Mohabbati, Bardia

Bringing Semantics to Feature Models with SAFMDL Inproceedings

In: Proceedings of the 2011 Conference of the Centre for Advanced Studies on Collaborative Research (CASCON 2011), pp. 287-300, 2011.

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Ognjanovic, Ivana; Gasevic, Dragan; Bagheri, Ebrahim; Asadi, Mohsen

Conditional preferences in software stakeholders' judgments Inproceedings

In: SAC, pp. 683-690, 2011.

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Bagheri, Ebrahim; Ensan, Faezeh

Consolidating multiple requirement specifications through argumentation Inproceedings

In: SAC, pp. 659-666, 2011.

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Asadi, Mohsen; Mohabbati, Bardia; Gasevic, Dragan; Bagheri, Ebrahim

Developing Families of Method-Oriented Architecture Inproceedings

In: ME, pp. 168-183, 2011.

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Cuzzola, John; Gasevic, Dragan; Bagheri, Ebrahim

Fault Detection through Sequential Filtering of Novelty Patterns Inproceedings

In: ICMLA (1), pp. 217-222, 2011.

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Noorian, Mahdi; Ensan, Alireza; Bagheri, Ebrahim; Boley, Harold; Biletskiy, Yevgen

Feature Model Debugging based on Description Logic Reasoning Inproceedings

In: DMS, pp. 158-164, 2011.

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Asadi, Mohsen; Bagheri, Ebrahim; Gasevic, Dragan; Hatala, Marek; Mohabbati, Bardia

Goal-driven software product line engineering Inproceedings

In: SAC, pp. 691-698, 2011.

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Ensan, Alireza; Bagheri, Ebrahim; Asadi, Mohsen; Gasevic, Dragan; Biletskiy, Yevgen

Goal-Oriented Test Case Selection and Prioritization for Product Line Feature Models Inproceedings

In: ITNG, pp. 291-298, 2011.

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Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

Machine Learning-based Software Testing: Towards a Classification Framework Inproceedings

In: SEKE, pp. 225-229, 2011.

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2010

Bagheri, Ebrahim; Ghorbani, Ali A

A Model for the Integration of Prioritized Knowledge Bases Through Subjective Belief Games Journal Article

In: IEEE Transactions on Systems, Man, and Cybernetics, Part A, 40 (6), pp. 1257-1270, 2010.

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Bagheri, Ebrahim; Ghorbani, Ali A

An exploratory classification of applications in the realm of collaborative modeling and design Journal Article

In: Inf. Syst. E-Business Management, 8 (3), pp. 257-286, 2010.

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Boskovic, Marko; Bagheri, Ebrahim; Gasevic, Dragan; Mohabbati, Bardia; Kaviani, Nima; Hatala, Marek

Automated Staged Configuration with Semantic Web Technologies Journal Article

In: International Journal of Software Engineering and Knowledge Engineering, 20 (4), pp. 459-484, 2010.

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Bagheri, Ebrahim; Ghorbani, Ali A

The analysis and management of non-canonical requirement specifications through a belief integration game Journal Article

In: Knowl. Inf. Syst., 22 (1), pp. 27-64, 2010.

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Bagheri, Ebrahim; Ghorbani, Ali A

UML-CI: A reference model for profiling critical infrastructure systems Journal Article

In: Information Systems Frontiers, 12 (2), pp. 115-139, 2010.

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Bagheri, Ebrahim; Ghorbani, Ali A

A Framework for the Manifestation of Tacit Critical Infrastructure Knowledge Incollection

In: Gopalakrishnan, Kasthurirangan; Peeta, Srinivas (Ed.): Sustainable and Resilient Critical Infrastructure Systems, pp. 139-158, 2010.

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Ensan, Faezeh; Bagheri, Ebrahim

A framework for handling revisions in distributed ontologies Inproceedings

In: SAC, pp. 1417-1422, 2010.

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Ensan, Faezeh; Du, Weichang

A Metric Suite for Evaluating Cohesion and Coupling in Modular Ontologies Inproceedings

In: WoMO, pp. 41-52, 2010.

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Boskovic, Marko; Mussbacher, Gunter; Bagheri, Ebrahim; Amyot, Daniel; Gasevic, Dragan; Hatala, Marek

Aspect-Oriented Feature Models Inproceedings

In: MoDELS Workshops, pp. 110-124, 2010.

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Tavallaee, Mahbod; Lu, Wei; Bagheri, Ebrahim; Ghorbani, Ali A

Automatic Discovery of Network Applications: A Hybrid Approach Inproceedings

In: Canadian Conference on AI, pp. 208-219, 2010.

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Bagheri, Ebrahim; Noia, Tommaso Di; Ragone, Azzurra; Gasevic, Dragan

Configuring Software Product Line Feature Models Based on Stakeholders' Soft and Hard Requirements Inproceedings

In: SPLC, pp. 16-31, 2010.

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Bagheri, Ebrahim; Ensan, Faezeh

Evidential reasoning for the treatment of incoherent terminologies Inproceedings

In: SAC, pp. 1381-1387, 2010.

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Bagheri, Ebrahim; Asadi, Mohsen; Gasevic, Dragan; Soltani, Samaneh

Stratified Analytic Hierarchy Process: Prioritization and Selection of Software Features Inproceedings

In: SPLC, pp. 300-315, 2010.

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2009

Bagheri, Ebrahim; Ghorbani, Ali A

A belief-theoretic framework for the collaborative development and integration of para-consistent conceptual models Journal Article

In: Journal of Systems and Software, 82 (4), pp. 707-729, 2009.

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Bagheri, Ebrahim; Ghorbani, Ali A

Astrolabe: A Collaborative Multiperspective Goal-Oriented Risk Analysis Methodology Journal Article

In: IEEE Transactions on Systems, Man, and Cybernetics, Part A, 39 (1), pp. 66-85, 2009.

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Bagheri, Ebrahim; Zafarani, Reza; Barouni-Ebrahimi, M

Can reputation migrate? On the propagation of reputation in multi-context communities Journal Article

In: Knowl.-Based Syst., 22 (6), pp. 410-420, 2009.

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Tavallaee, Mahbod; Bagheri, Ebrahim; Lu, Wei; Ghorbani, Ali A

A Detailed Analysis of the KDD CUP 99 Data Set Inproceedings

In: IEEE Symposium on Computational Intelligence for Security and Defence Applications, pp. 1 - 6, 2009.

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Jashki, Mohammad-Amin; Makki, Majid; Bagheri, Ebrahim; Ghorbani, Ali A

An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering Inproceedings

In: Canadian Conference on AI, pp. 74-85, 2009.

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Ensan, Faezeh; Bagheri, Ebrahim; Du, Weichang

he Effect of Modification and Update Propagation on Modular Ontologies Inproceedings

In: Second Canadian Semantic Web Symposium, 2009.

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2008

Ghorbani, Ali A; Bagheri, Ebrahim

The state of the art in critical infrastructure protection: a framework for convergence Journal Article

In: IJCIS, 4 (3), pp. 215-244, 2008.

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Bagheri, Ebrahim; Barouni-Ebrahimi, M; Zafarani, Reza; Ghorbani, Ali A

A Belief-Theoretic Reputation Estimation Model for Multi-context Communities Inproceedings

In: Canadian Conference on AI, pp. 48-59, 2008.

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Barouni-Ebrahimi, M; Bagheri, Ebrahim; Ghorbani, Ali A

A Frequency Mining-Based Algorithm for Re-ranking Web Search Engine Retrievals Inproceedings

In: Canadian Conference on AI, pp. 60-65, 2008.

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Hubert, Laurent

A non-null annotation inferencer for Java bytecode Inproceedings

In: PASTE, pp. 36-42, 2008.

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Ensan, Faezeh

An Architecture and Formalism for Handling Modular Ontologies Inproceedings

In: AAAI, pp. 1847-1848, 2008.

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Ensan, Faezeh; Du, Weichang

An Interface-Based Ontology Modularization Framework for Knowledge Encapsulation Inproceedings

In: International Semantic Web Conference, pp. 517-532, 2008.

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Makki, Majid; Bagheri, Ebrahim; Ghorbani, Ali A

Automating Architecture Trade-Off Decision Making through a Complex Multi-attribute Decision Process Inproceedings

In: ECSA, pp. 264-272, 2008.

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Bagheri, Ebrahim; Ghorbani, Ali A

Experiences on the Belief-Theoretic Integration of Para-consistent Conceptual Models Inproceedings

In: Australian Software Engineering Conference, pp. 357-366, 2008.

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Ensan, Faezeh

Formalizing Ontology Modularization through the Notion of Interfaces Inproceedings

In: EKAW, pp. 74-82, 2008.

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Ensan, Faezeh; Du, Weichang

Formalizing the Role of Goals in the Development of Domain-Specific Ontological Frameworks Inproceedings

In: HICSS, pp. 120, 2008.

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Bagheri, Ebrahim; Ghorbani, Ali A

On the Definition of Essential and Contingent Properties of Subjective Belief Bases Inproceedings

In: MICAI, pp. 686-698, 2008.

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Bagheri, Ebrahim; Ghorbani, Ali A

Towards a Belief-Theoretic Model for Collaborative Conceptual Model Development Inproceedings

In: HICSS, pp. 489, 2008.

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2007

Bagheri, Ebrahim; Naghibzadeh, Mahmoud

A New Approach to Resource Discovery and Dissemination for Pervasive Computing Environments Based on Mobile Agents Journal Article

In: Scientia Iranica Journal, 14 (6), pp. 612 - 624, 2007.

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Bagheri, Ebrahim; Ghorbani, Ali A

A framework for distributed collaborative conceptual model development Inproceedings

In: OOPSLA Companion, pp. 785-786, 2007.

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Bagheri, Ebrahim

A proposal for taming uncertainty in the collaborative conceptual model development process Inproceedings

In: OOPSLA Companion, pp. 941-942, 2007.

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Bagheri, Ebrahim; Ghorbani, Ali A

On the Collaborative Development of Para-Consistent Conceptual Models Inproceedings

In: QSIC, pp. 336-341, 2007.

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Bagheri, Ebrahim; Ghorbani, Ali A

Risk Analysis in Critical Infrastructure Systems based on the Astrolabe Methodology Inproceedings

In: CNSR, pp. 335-344, 2007.

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Ensan, Faezeh; Bagheri, Ebrahim; Kahani, Mohsen

The Application of Users' Collective Experience for Crafting Suitable Search Engine Query Recommendations Inproceedings

In: CNSR, pp. 148-156, 2007.

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Ensan, Faezeh; Du, Weichang

Towards Domain-Centric Ontology Development and Maintenance Frameworks Inproceedings

In: SEKE, pp. 622-627, 2007.

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2006

Bagheri, Ebrahim; Ghorbani, Ali A

Behavior analysis through reputation propagation in a multi-context environment Inproceedings

In: Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services, PST 2006, Markham, Ontario, Canada, October 30 - November 1, 2006, pp. 40, 2006.

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Bagheri, Ebrahim; Deldari, Hossein

Dejong Function Optimization by Means of a Parallel Approach to Fuzzified Genetic Algorithm Inproceedings

In: Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), 26-29 June 2006, Cagliari, Sardinia, Italy, pp. 675–680, 2006.

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Ensan, Faezeh; Yaghmaee, Mohammad Hossien; Bagheri, Ebrahim

FACT: A New Fuzzy Adaptive Clustering Technique Inproceedings

In: ISCC, pp. 442-447, 2006.

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Bagheri, Ebrahim; Ghorbani, Ali A

Towards an MDA-oriented UML profile for critical infrastructure modeling Inproceedings

In: Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services, PST 2006, Markham, Ontario, Canada, October 30 - November 1, 2006, pp. 66, 2006.

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2005

Bagheri, Ebrahim; Naghibzadeh, Mahmood; Kahani, Mohsen

A Novel Resource Dissemination and Discovery Model for Pervasive Environments Using Mobile Agents Inproceedings

In: High Performance Computing and Communications, First International Conference, HPCC 2005, Sorrento, Italy, September 21-23, 2005, Proceedings, pp. 1043–1048, 2005.

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