Publications

2024

Lunny, Carole; Whitelaw, Sera; Reid, Emma K; Chi, Yuan; Ferri, Nicola; Zhang, Jia He (Janet); Pieper, Dawid; Kanji, Salmaan; Veroniki, Areti-Angeliki; Shea, Beverley; Dourka, Jasmeen; Ardern, Clare; Pham, Ba; Bagheri, Ebrahim; Tricco, Andrea C

Exploring decision-makers’ challenges and strategies when selecting multiple systematic reviews: insights for AI decision support tools in healthcare Journal Article

In: BMJ Open, vol. 14, pp. e084124, 2024.

Abstract | Links | BibTeX | Tags:

Seyedsalehi, Shirin; Salamat, Sara; Arabzadeh, Negar; Ebrahimi, Sajad; Zihayat, Morteza; Bagheri, Ebrahim

Gender Disentangled Representation Learning in Neural Rankers Journal Article

In: Machine Learning Journal, 2024.

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Zarrinkalam, Fattane; Noughabi, Havva Alizadeh; Noorian, Zeinab; Fani, Hossein; Bagheri, Ebrahim

Predicting Users’ Future Interests on Social Networks: A Reference Framework Journal Article

In: Information Processing and Management , 2024.

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Saleminezhad, Abbas; Arabzadeh, Negar; Rad, Radin Hamidi; Beheshti, Soosan; Bagheri, Ebrahim

Robust Query Performance Prediction for Dense Retrievers via Adaptive Disturbance Generation Journal Article

In: Machine Learning Journal, 2024.

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Bigdeli, Amin; Arabzadeh, Negar; Bagheri, Ebrahim; Clarke, Charles L. A.

Evaluating Relative Retrieval Effectiveness with Normalized Residual Gain Conference

International ACM SIGIR Conference on Information Retrieval in the Asia Pacific (SIGIR AP 2024), 2024.

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Etemadi, Roohollah; Zihayat, Morteza; Feng, Kuan; Adelman, Jason; Zarrinkalam, Fattane; Bagheri, Ebrahim

It Takes a Team to Triumph: Collaborative Expert Finding in Community QA Networks Conference

International ACM SIGIR Conference on Information Retrieval in the Asia Pacific (SIGIR AP 2024), 2024.

Abstract | Links | BibTeX | Tags:

Arabzadeh, Negar; Meng, Chuan; Aliannejadi, Mohammad; Bagheri, Ebrahim

Query Performance Prediction: Techniques and Applications in Modern Information Retrieval Conference

International ACM SIGIR Conference on Information Retrieval in the Asia Pacific (SIGIR AP 2024) (tutorial), 2024.

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Saleminezhad, Abbas; Arabzadeh, Negar; Bagheri, Ebrahim; Beheshti, Soosan

Context-Aware Query Term Difficulty Estimation for Performance Prediction Proceedings Article

In: The 46th European Conference on Information Retrieval (ECIR 2024), 2024.

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Hosseini, Mohammad; Arabzadeh, Negar; Zihayat, Morteza; Bagheri, Ebrahim

Enhanced Retrieval Effectiveness through Selective Query Generation Proceedings Article

In: 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024), 2024.

Abstract | Links | BibTeX | Tags:

Ebrahimi, Sajad; Khodabakhsh, Maryam; Arabzadeh, Negar; Bagheri, Ebrahim

Estimating Query Performance Through Rich Contextualized Query Representations Proceedings Article

In: The 46th European Conference on Information Retrieval (ECIR 2024), 2024.

Abstract | Links | BibTeX | Tags:

Bigdeli, Amin; Arabzadeh, Negar; Bagheri, Ebrahim

LaQuE: Enabling Entity Search at Scale Proceedings Article

In: The 46th European Conference on Information Retrieval (ECIR 2024), 2024.

Abstract | Links | BibTeX | Tags:

Bigdeli, Amin; Arabzadeh, Negar; Bagheri, Ebrahim

Learning to Jointly Transform and Rank Difficult Queries Proceedings Article

In: The 46th European Conference on Information Retrieval (ECIR 2024), 2024.

Abstract | Links | BibTeX | Tags:

Chuan Meng Negar Arabzadeh, Mohammad Aliannejadi; Bagheri, Ebrahim

Query Performance Prediction: From Fundamentals to Advanced Techniques Proceedings Article

In: The 46th European Conference on Information Retrieval (ECIR 2024) (tutorial), 2024.

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Arabzadeh, Negar; Ebrahimi, Sajad; Salamat, Sara; Bashari, Mahdi; Bagheri, Ebrahim

Reviewerly: Modeling the Reviewer Assignment Task as an Information Retrieval Problem Proceedings Article

In: 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024), 2024.

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2023

Arabzadeh, Negar; Bagheri, Ebrahim

A Self-supervised Language Model Selection Strategy for Biomedical Question Answering Journal Article

In: Journal of Biomedical Informatics, 2023.

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Rad, Radin Hamid; Fani, Hossein; Bagheri, Ebrahim; Kargar, Mehdi; Srivastava, Divesh; Szlichta, Jaroslaw

A Variational Neural Architecture for Skill-based Team Formation Journal Article

In: ACM Transactions on Information Systems, 2023.

Abstract | Links | BibTeX | Tags:

Nguyen, Hoang; Rad, Radin Hamidi; Zarrinkalam, Fattane; Bagheri, Ebrahim

DyHNet: Learning Dynamic Heterogeneous Network Representations Journal Article

In: Information Sciences, 2023.

Abstract | Links | BibTeX | Tags:

Rad, Radin Hamidi; Nguyen, Hoang; Al-Obeidat, Feras; Bagheri, Ebrahim; Kargar, Mehdi; Srivastava, Divesh; Szlichta, Jaroslaw; Zarrinkalam, Fattane

Learning Heterogeneous Subgraph Representations for Team Discovery Journal Article Forthcoming

In: Information Retrieval Journal, Forthcoming.

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Khodabakhsh, Maryam; Bagheri, Ebrahim

Learning to Rank and Predict: Multi-Task Learning for Ad hoc Retrieval and Query Performance Prediction Journal Article

In: Information Sciences, 2023.

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

Neural Disentanglement of Query Difficulty and Semantics Conference

The 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), 2023.

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Arabzadeh, Negar; Rad, Radin Hamidi; Khodabakhsh, Maryam; Bagheri, Ebrahim

Noisy Perturbations for Estimating Query Difficulty in Dense Retrievers Conference

The 32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), 2023.

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

De-Biasing Relevance Judgements for Fair Ranking Proceedings Article

In: The 45th European Conference on Information Retrieval (ECIR 2023), 2023.

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

Don't Raise Your Voice, Improve Your Argument: Learning to Retrieve Convincing Arguments Proceedings Article

In: The 45th European Conference on Information Retrieval (ECIR 2023), 2023.

Abstract | Links | BibTeX | Tags:

Salamat, Sara; Arabzadeh, Negar; Zarrinkalam, Fattane; Zihayat, Morteza; Bagheri, Ebrahim

Learning Query-Space Document Representations for High-Recall Retrieval Proceedings Article

In: The 45th European Conference on Information Retrieval (ECIR 2023), 2023.

Abstract | Links | BibTeX | Tags:

Vo, Duc-Thuan; Zarrinkalam, Fattane; Ba Pham, Negar Arabzadeh; Salamat, Sara; Bagheri, Ebrahim

Neural Ad hoc Retrieval Meets Information Extraction Proceedings Article

In: The 45th European Conference on Information Retrieval (ECIR 2023), 2023.

Abstract | Links | BibTeX | Tags:

Arabzadeh, Negar; Bigdeli, Amin; Rad, Radin Hamidi; Bagheri, Ebrahim

Quantifying Ranker Coverage of Different Query Subspaces Proceedings Article

In: 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), 2023.

Abstract | Links | BibTeX | Tags:

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

Understanding and Mitigating Gender Bias in Information Retrieval Systems Proceedings Article

In: The 45th European Conference on Information Retrieval (ECIR 2023) (tutorial), 2023.

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2022

Mahdavimoghaddam, Jalehsadat; Bahuguna, Ayush; Bagheri, Ebrahim

Exploring the Utility of Social Content for Understanding Future In-Demand Skills Journal Article

In: Proc. ACM Hum. Comput. Interact. (CSCW), 2022.

Abstract | Links | BibTeX | Tags:

Hosseini, Hawre; Mansouri, Mehran; Bagheri, Ebrahim

A Systemic Functional Linguistics Approach to Implicit Entity Recognition in Tweets Journal Article

In: Information Processing and Management, vol. 59, iss. 4, no. 102957, 2022.

Abstract | Links | BibTeX | Tags:

Etemadi, Roohollah; Zihayat, Morteza; Feng, Kuan; Adelman, Jason; Bagheri, Ebrahim

Embedding-based Team Formation for Community Question Answering Journal Article

In: Information Sciences, 2022.

Abstract | Links | BibTeX | Tags:

Sorkhani, Soroosh; Bigdeli, Amin; Etemadi, Roohollah; Zihayat, Morteza; Bagheri, Ebrahim

Feature-based Question Routing in Community Question Answering Platforms Journal Article

In: Information Sciences, 2022.

Abstract | Links | BibTeX | Tags:

Azimy, Hamid; Ghorbani, Ali A.; Bagheri, Ebrahim

Preventing Proof-of-Work Mining Attacks Journal Article

In: Information Sciences, 2022.

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Khodabakhsh, Maryam; Bagheri, Ebrahim

Qualitative Measures for Ad hoc Table Retrieval Journal Article

In: Information Sciences, 2022.

Abstract | Links | BibTeX | Tags:

Mirlohi, Amin; Mahdavimoghaddam, Jalehsadat; Jovanovic, Jelena; Al-Obeidat, Feras; Ghorbani, Ali A; Bagheri, Ebrahim

Social Alignment Contagion in Online Social Networks Journal Article

In: IEEE Transactions on Computational Social Systems, 2022.

Abstract | Links | BibTeX | Tags:

Nguyen, Hoang; Rad, Radin Hamidi; Bagheri, Ebrahim

PyDHNet: A Python Library for Dynamic Heterogeneous Network Representation Learning and Evaluation Conference

31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022.

Abstract | Links | BibTeX | Tags:

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

A Light-weight Strategy for Restraining Gender Biases in Neural Rankers Proceedings Article

In: 44th European Conference on IR Research (ECIR 2022), 2022.

Abstract | Links | BibTeX | Tags:

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

Addressing Gender-related Performance Disparities in Neural Rankers Proceedings Article

In: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), 2022.

Abstract | Links | BibTeX | Tags:

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

Bias-aware Fair Neural Ranking for Addressing Stereotypical Gender Biases Proceedings Article

In: EDBT/ICDT 2022, 2022.

Abstract | Links | BibTeX | Tags:

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

Gender Fairness in Information Retrieval Systems Proceedings Article

In: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022) (tutorial), 2022.

Abstract | Links | BibTeX | Tags:

Rad, Radin Hamidi; SeyedSalehi, Shirin; Kargar, Mehdi; Zihayat, Morteza; Ebrahim Bagheri,

Neural Approach to Forming Coherent Teams in Collaboration Networks Proceedings Article

In: EDBT/ICDT 2022, 2022.

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Klasnja, Anja; Arabzadeh, Negar; Mehrvarz, Mahbod; Bagheri, Ebrahim

On the Characteristics of Ranking-based Gender Bias Measures Proceedings Article

In: WebSci'22, 2022.

Abstract | Links | BibTeX | Tags:

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

Subgraph Representation Learning for Team Mining Proceedings Article

In: WebSci'22, 2022.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

Hosseini, Hawre; Bagheri, Ebrahim

Learning to Rank Implicit Entities on Twitter Journal Article

In: Information Processing and Management, 2021.

Abstract | Links | BibTeX | Tags:

Mahdavimoghaddam, Jalehsadat; Krishnaswamy, Niranjan; Bagheri, Ebrahim

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

In: Proc. ACM Hum. Comput. Interact. , vol. 5(CSCW2), pp. 1-27, 2021.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

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

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

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

Abstract | Links | BibTeX | Tags:

Arabzadeh, Negar; Mahdavi, Jaleh; Bagheri, Ebrahim

Document Specificity Measures for Ad-hoc Retrieval Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Exploring Gender Biases in Information Retrieval Relevance Judgement Datasets Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

On the Orthogonality of Bias and Effectiveness in Ad hoc Retrieval Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Retrieving Skill-Based Teams from Collaboration Networks Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

Khodabakhsh, Maryam; Bagheri, Ebrahim

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

In: Information Processing and Management, 2020.

Abstract | Links | BibTeX | Tags:

Bagheri, Ebrahim; Al-Obeidat, Feras

A Latent Model for Ad Hoc Table Retrieval Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Hosseini, Hawre; Bagheri, Ebrahim

From Explicit to Implicit Entity Linking: A Learn to Rank Framework Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Learning to Form Skill-based Teams of Experts Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Mining User Interests from Social Media Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

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

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

Abstract | Links | BibTeX | Tags:

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

ReQue: A Configurable Workflow and Dataset Collection for Query Refinement Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Fani, Hossein; Bagheri, Ebrahim; Du, Weichang

Temporal Latent Space Modeling for Community Prediction Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Tamannaee, Mahtab; Arabzadeh, Negar; Bagheri, Ebrahim

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

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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

Pourmasoumi, Asef; Kahani, Mohsen; Bagheri, Ebrahim

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

In: Future Generation Computing Systems, vol. 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.

Abstract | Links | BibTeX | Tags:

Vo, Duc-Thuan; Bagheri, Ebrahim

Extracting Temporal Event Relations based on Event Networks Proceedings Article

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 Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Pourali, Alireza; Zarrinkalam, Fattane; Bagheri, Ebrahim

Neural Embedding Features for Point-of-Interest Recommendation Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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 Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Relationship Prediction in Dynamic Heterogeneous Information Networks Proceedings Article

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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

Vo, Duc-Thuan; Bagheri, Ebrahim

Feature-enriched Matrix Factorization for Relation Extraction Journal Article

In: Information Processing and Management, 2018.

Abstract | Links | BibTeX | Tags:

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

Finding Diachronic Like-Minded Users Journal Article

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

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

Zarrinkalam, Fattane; Kahani, Mohsen; Bagheri, Ebrahim

Mining User Interests over Active Topics on Social Networks Journal Article

In: Information Processing and Management, 2018.

Abstract | Links | BibTeX | Tags:

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, vol. 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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

Bashari, Mahdi; Bagheri, Ebrahim; Du, Weichang

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

In: ​Journal of Systems and Software, vol. 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.

Abstract | Links | BibTeX | Tags:

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.

Abstract | Links | BibTeX | Tags:

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

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

In: Information Retrieval Journal, 2018.

Abstract | Links | BibTeX | Tags:

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

Causal Dependencies for Future Interest Prediction on Twitter Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Impact of Document Representation on Neural Ad hoc Retrieval Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Implicit Entity Linking through Ad-hoc Retrieval Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Pourali, Alireza; Zarrinkalam, Fattane; Bagheri, Ebrahim

Point-of-Interest Recommendation Using Heterogeneous Link Prediction Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Predicting Personal Life Events from Streaming Social Content Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Stopword Detection for Streaming Content Proceedings Article

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 Proceedings Article

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.

Abstract | Links | BibTeX | Tags:

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

Topic-Association Mining for User Interest Detection Proceedings Article

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, vol. 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, vol. 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 Book Section

In: Encyclopedia with Semantic Computing and Robotic Intelligence, vol. 01, no. 01, pp. 1630004 [8], 2017.

Abstract | Links | BibTeX | Tags:

Fani, Hossein; Bagheri, Ebrahim

Community detection in social networks Book Section

In: Encyclopedia with Semantic Computing and Robotic Intelligence, vol. 01, no. 01, pp. 1630001 [8], 2017.

Abstract | Links | BibTeX | Tags:

Zarrinkalam, Fattane; Bagheri, Ebrahim

Event identification in social networks Book Section

In: Encyclopedia with Semantic Computing and Robotic Intelligence, vol. 01, no. 01, pp. 1630002 [7], 2017.

Abstract | Links | BibTeX | Tags:

Feng, Yue; Bagheri, Ebrahim

Methods and resources for computing semantic relatedness Book Section

In: Encyclopedia with Semantic Computing and Robotic Intelligence, vol. 01, no. 01, pp. 1630005 [5], 2017.

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Thuan, Vo-Duc; Bagheri, Ebrahim

Open information extraction Book Section

In: Encyclopedia with Semantic Computing and Robotic Intelligence, vol. 01, no. 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 Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Ensan, Faezeh; Bagheri, Ebrahim

Document Retrieval through Semantic Entity Linking Proceedings Article

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) Proceedings Article

In: 2017.

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Nguyen, Tam T; Bagheri, Ebrahim

Learning Event Count Models with Application to Affiliation Ranking Proceedings Article

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 Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Vo, Duc-Thuan; Bagheri, Ebrahim

Matrix Models with Feature Enrichment for Relation Extraction Proceedings Article

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 Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Bashari, Mahdi; Bagheri, Ebrahim; Du, Weichang

Self-healing in Service Mashups Through Feature Adaptation Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Fani, Hossein; Bagheri, Ebrahim; Du, Weichang

Temporally Like-minded User Community Identification through Neural Embeddings Proceedings Article

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, vol. 10, no. 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., vol. 23, no. 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 Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Thuan, Vo-Duc; Bagheri, Ebrahim

Clause-based Open Information Extraction with Grammatical Structure Reformation Proceedings Article

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) Proceedings Article

In: 2016.

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

Inferring Implicit Topical Interests on Twitter Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

Quality-centric Feature Model Configuration using Goal Models Proceedings Article

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

Abstract | Links | BibTeX | Tags:

Ensan, Ebrahim Bagheri Andisheh Keikha Faezeh

Query Expansion Using Pseudo Relevance Feedback on Wikipedia Proceedings Article

In: 2016.

Abstract | Links | BibTeX | Tags:

Thuan, Vo-Duc; Bagheri, Ebrahim

Relation Extraction using Clause Patterns and Self-Training Proceedings Article

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 Proceedings Article

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 Proceedings Article

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, vol. 27, no. 10, pp. 723-762, 2015.

Abstract | Links | BibTeX | Tags:

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, vol. 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.

Abstract | Links | BibTeX | Tags:

Jovanovic, Jelena; Bagheri, Ebrahim

Electronic commerce meets the Semantic Web Journal Article

In: IEEE IT Professional, 2015.

Abstract | Links | BibTeX | Tags:

Jovanovic, Ebrahim Bagheri Dragan Gasevic John Cuzzola Jelena

Evolutionary Fine-Tuning of Automated Semantic Annotation Systems Journal Article

In: Expert Systems with Applications, vol. 42, no. 20, pp. 6864–6877, 2015.

Abstract | Links | BibTeX | Tags:

Fani, Hossein; Bagheri, Ebrahim

An Ontology for Describing Security Events Proceedings Article

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.

Abstract | Links | BibTeX | Tags:

Jovanovic, Ebrahim Bagheri John Cuzzola Jelena

Filtering Inaccurate Entity Co-references on the Linked Open Data Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

Lexical Semantic Relatedness for Twitter Analytics Proceedings Article

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

Abstract | Links | BibTeX | Tags:

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

On Business Process Variants Generation Proceedings Article

In: CAiSE Forum, Springer, 2015.

Abstract | Links | BibTeX | Tags:

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

Semantic Annotation of Quantitative Textual Content Proceedings Article

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.

Abstract | Links | BibTeX | Tags:

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

Semantics-Enabled User Interest Detection from Twitter Proceedings Article

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.

Abstract | Links | BibTeX | Tags:

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

Social Media in Human-Robot Interaction Proceedings Article

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

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-, Duc; Bagheri, Ebrahim

Syntactic and Semantic Structures for Relation Extraction Proceedings Article

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, vol. 24, no. 10, pp. 1439-1488, 2014.

Abstract | BibTeX | Tags:

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

Automated Semantic Tagging of Textual Content Journal Article

In: IEEE IT Professional, vol. 16, no. 6, pp. 38-46, 2014.

Abstract | BibTeX | Tags:

Bagheri, Ebrahim; Ensan, Faezeh

Dynamic Decision Models for Staged Software Product Line Configuration Journal Article

In: Requirements Engineering Journal, vol. 19, no. 2, pp. 187-212, 2014.

Abstract | BibTeX | Tags:

Bashari, Mahdi; Noorian, Mahdi; Bagheri, Ebrahim

Product Line Stakeholder Preference Elicitation via Decision Processes Journal Article

In: International Journal of Knowledge and Systems Science, vol. 5, no. 4, pp. 35-51, 2014.

Abstract | BibTeX | Tags:

Bagheri, Ebrahim; Ensan, Faezeh

Reliability Estimation for Component-based Software Product Lines Journal Article

In: IEEE/Canadian Journal of Electrical and Computer Engineering, vol. 37, no. 2, pp. 94–112, 2014.

Abstract | Links | BibTeX | Tags:

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, vol. 56, no. 9, pp. 1144–1165, 2014.

Abstract | BibTeX | Tags:

Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

Capturing Non-functional Properties through Model Interlinking Proceedings Article

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 Proceedings Article

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 Proceedings Article

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., vol. 40, no. 4, pp. 1094-1115, 2013.

Abstract | BibTeX | Tags:

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

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

In: Information Systems, vol. 38, no. 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) Proceedings Article

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 Proceedings Article

In: Canadian Semantic Web Symposium, 2013.

Abstract | BibTeX | Tags:

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

Semantic Tagging with Linked Open Data Proceedings Article

In: Canadian Semantic Web Symposium, 2013.

Abstract | BibTeX | Tags:

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, vol. 19, no. 3, pp. 335-377, 2012.

Abstract | BibTeX | Tags:

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

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

In: IJISMD, vol. 3, no. 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, vol. 20, no. 3-4, pp. 421-424, 2012.

Abstract | BibTeX | Tags:

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

Formalizing interactive staged feature model configuration Journal Article

In: Journal of Software: Evolution and Process, vol. 24, no. 4, pp. 375-400, 2012.

Abstract | BibTeX | Tags:

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, vol. 42, no. 1, pp. 1-2, 2012.

Abstract | BibTeX | Tags:

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

A Metaheuristic Approach for the Configuration of Business Process Families Proceedings Article

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

Abstract | BibTeX | Tags:

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

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

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

Abstract | BibTeX | Tags:

Ensan, Faezeh; Bagheri, Ebrahim; Gasevic, Dragan

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

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

Abstract | BibTeX | Tags:

Bagheri, Ebrahim; Ensan, Faezeh; Gasevic, Dragan

Grammar-based Test Generation for Software Product Line Feature Models Proceedings Article

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

Abstract | BibTeX | Tags:

Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

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

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

Abstract | BibTeX | Tags:

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

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

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, vol. 19, no. 3, pp. 579-612, 2011.

Abstract | BibTeX | Tags:

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, vol. 43, no. 3, pp. 179-208, 2011.

Abstract | BibTeX | Tags:

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, vol. 43, no. 2, pp. 109-140, 2011.

Abstract | BibTeX | Tags:

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 Proceedings Article

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

Abstract | BibTeX | Tags:

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

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

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

Abstract | BibTeX | Tags:

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

Bringing Semantics to Feature Models with SAFMDL Proceedings Article

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

Abstract | BibTeX | Tags:

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

Conditional preferences in software stakeholders' judgments Proceedings Article

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

Abstract | BibTeX | Tags:

Bagheri, Ebrahim; Ensan, Faezeh

Consolidating multiple requirement specifications through argumentation Proceedings Article

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

Abstract | BibTeX | Tags:

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

Developing Families of Method-Oriented Architecture Proceedings Article

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

Abstract | BibTeX | Tags:

Cuzzola, John; Gasevic, Dragan; Bagheri, Ebrahim

Fault Detection through Sequential Filtering of Novelty Patterns Proceedings Article

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

Abstract | BibTeX | Tags:

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

Feature Model Debugging based on Description Logic Reasoning Proceedings Article

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 Proceedings Article

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

Abstract | BibTeX | Tags:

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

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

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

Abstract | BibTeX | Tags:

Noorian, Mahdi; Bagheri, Ebrahim; Du, Weichang

Machine Learning-based Software Testing: Towards a Classification Framework Proceedings Article

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, vol. 40, no. 6, pp. 1257-1270, 2010.

Abstract | BibTeX | Tags:

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, vol. 8, no. 3, pp. 257-286, 2010.

Abstract | BibTeX | Tags:

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, vol. 20, no. 4, pp. 459-484, 2010.

Abstract | BibTeX | Tags:

Bagheri, Ebrahim; Ghorbani, Ali A

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

In: