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Samira Sadaoui
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- affiliation: University of Regina, Canada
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2020 – today
- 2024
- [c72]Sirvan Parasteh, Samira Sadaoui:
A Probabilistic Approach for Detecting Real Concept Drift. ICAART (2) 2024: 301-311 - 2023
- [j24]Farzana Anowar, Samira Sadaoui
, Hardik Dalal:
Dimensionality Reduction of Service Monitoring Time-Series: An Industrial Use Case. SN Comput. Sci. 4(1): 23 (2023) - [c71]Sirvan Parasteh, Samira Sadaoui:
A Novel Probabilistic Approach for Detecting Concept Drift in Streaming Data. DeLTA 2023: 173-188 - [c70]Mandana Gholami, Malek Mouhoub
Biogeography-based optimization for feature selection. FLAIRS 2023 - [c69]Mandana Gholami, Malek Mouhoub, Samira Sadaoui:
Feature Selection Using Evolutionary Techniques. SMC 2023: 1162-1167 - [c68]Sirvan Parasteh, Samira Sadaoui, Mohammad Sadegh Khosravani:
Detection of Real Concept Drift Under Noisy Data Stream. SSCI 2023: 1316-1321 - 2022
- [c67]Farzana Anowar, Samira Sadaoui, Hardik Dalal:
An Ensemble-based Dimensionality Reduction for Service Monitoring Time-series. DeLTA 2022: 117-124 - [c66]Farzana Anowar, Samira Sadaoui, Hardik Dalal:
Clustering Quality of a High-dimensional Service Monitoring Time-series Dataset. ICAART (2) 2022: 183-192 - [c65]Ali Asghar Rahmani Hosseinabadi, Mehdi Sadeghilalimi, Morteza Babazadeh Shareh, Malek Mouhoub, Samira Sadaoui:
Whale Optimization-based Prediction for Medical Diagnostic. ICAART (3) 2022: 211-217 - [c64]Armin Sadreddin, Samira Sadaoui:
Incremental Feature Learning for Fraud Data Stream. ICAART (3) 2022: 268-275 - [c63]Shaveta Dandyan, Habib Louafi, Samira Sadaoui:
A Feistel Network-based Prefix-Preserving Anonymization Approach, Applied To Network Traces. PST 2022: 1-11 - [c62]Sirvan Parasteh, Amin Khorram
A Deep Averaged Reinforcement Learning Approach for the Traveling Salesman Problem. SMC 2022: 2514-2519 - [c61]Armin Sadreddin, Malek Mouhoub, Samira Sadaoui:
Portfolio Selection for SAT Instances. SMC 2022: 2962-2967 - [c60]Armin Sadreddin, Samira Sadaoui:
Training and Testing Cascades for Imbalanced Data Classification. SSCI 2022: 261-268 - [i8]Farzana Anowar, Samira Sadaoui, Hardik Dalal:
Adaptive Learning for Service Monitoring Data. CoRR abs/2208.12281 (2022) - 2021
- [j23]Safa Alsafari
Semi-Supervised Self-Training of Hate and Offensive Speech from Social Media. Appl. Artif. Intell. 35(15): 1621-1645 (2021) - [j22]Farzana Anowar, Samira Sadaoui
Incremental learning framework for real-world fraud detection environment. Comput. Intell. 37(1): 635-656 (2021) - [j21]Farzana Anowar, Samira Sadaoui, Bassant Selim
Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE). Comput. Sci. Rev. 40: 100378 (2021) - [c59]Farzana Anowar, Samira Sadaoui:
Incremental Learning with Self-labeling of Incoming High-dimensional Data. Canadian AI 2021 - [c58]Behzad Saemi
A New Optimization Approach for Task Scheduling Problem Using Water Cycle Algorithm in Mobile Cloud Computing. CEC 2021: 530-539 - [c57]Paulo Roberto Martins de Andrade, Samira Sadaoui:
RM3: A Risk Management Framework For IT Project Success. CSSE 2021: 200-205 - [c56]Safa Alsafari, Samira Sadaoui:
Ensemble-based Semi-Supervised Learning for Hate Speech Detection. FLAIRS 2021 - [c55]Armin Sadreddin, Samira Sadaoui:
Incremental Feature Learning Using Constructive Neural Networks. ICTAI 2021: 704-708 - [c54]Safa Alsafari, Samira Sadaoui:
Semi-Supervised Self-Learning for Arabic Hate Speech Detection. SMC 2021: 863-868 - [i7]Wael Korani, Malek Mouhoub, Samira Sadaoui:
Optimizing Neural Network Weights using Nature-Inspired Algorithms. CoRR abs/2105.09983 (2021) - [i6]Armin Sadreddin, Samira Sadaoui:
Incremental Feature Learning For Infinite Data. CoRR abs/2108.02932 (2021) - 2020
- [j20]Sulaf Elshaar
Semi-supervised Classification of Fraud Data in Commercial Auctions. Appl. Artif. Intell. 34(1): 47-63 (2020) - [j19]Mahdi Bidar, Malek Mouhoub, Samira Sadaoui, Hamidreza Rashidy Kanan
A Novel Nature-Inspired Technique Based on Mushroom Reproduction for Constraint Solving and Optimization. Int. J. Comput. Intell. Appl. 19(2): 2050010:1-2050010:21 (2020) - [j18]Farzana Anowar, Samira Sadaoui:
Detection of Auction Fraud in Commercial Sites. J. Theor. Appl. Electron. Commer. Res. 15(1) (2020) - [j17]Safa Alsafari, Samira Sadaoui, Malek Mouhoub:
Hate and offensive speech detection on Arabic social media. Online Soc. Networks Media 19: 100096 (2020) - [c53]Farzana Anowar, Samira Sadaoui:
Chunk-Based Incremental Classification of Fraud Data. FLAIRS 2020: 176-180 - [c52]Sulaf Elshaar
Detecting Bidding Fraud using a Few Labeled Data. ICAART (2) 2020: 17-25 - [c51]Sulaf Elshaar
Cost-Sensitive Semi-supervised Classification for Fraud Applications. ICAART (Revised Selected Papers) 2020: 173-187 - [c50]Mahdi Bidar, Malek Mouhoub, Samira Sadaoui:
Discrete Focus Group Optimization Algorithm for Solving Constraint Satisfaction Problems. ICAART (2) 2020: 322-330 - [c49]Safa Alsafari, Samira Sadaoui, Malek Mouhoub:
Deep Learning Ensembles for Hate Speech Detection. ICTAI 2020: 526-531 - [c48]Farzana Anowar, Samira Sadaoui:
Incremental Neural-Network Learning for Big Fraud Data. SMC 2020: 3551-3557 - [i5]Safa Alsafari, Samira Sadaoui, Malek Mouhoub:
Effect of Word Embedding Models on Hate and Offensive Speech Detection. CoRR abs/2012.07534 (2020) - [i4]Sulaf Elshaar, Samira Sadaoui:
Cost-sensitive Semi-supervised Classification for Fraud Applications. CoRR abs/2012.11743 (2020)
2010 – 2019
- 2019
- [j16]Sulaf Elshaar
Building High-Quality Auction Fraud Dataset. Comput. Inf. Sci. 12(4): 1- (2019) - [c47]Farzana Anowar, Samira Sadaoui:
Multi-class Ensemble Learning of Imbalanced Bidding Fraud Data. Canadian AI 2019: 352-358 - [c46]Ahmad Alzahrani, Samira Sadaoui:
Instance-incremental Classification of Imbalanced Bidding Fraud Data. ICAART (2) 2019: 92-102 - [c45]Mahdi Bidar, Malek Mouhoub, Samira Sadaoui:
Chaos-based Discrete Firefly Algorithm for Constraint Satisfaction Problems. ICAART (2) 2019: 396-402 - [i3]Sulaf Elshaar, Samira Sadaoui:
Building High-Quality Auction Fraud Dataset. CoRR abs/1906.04272 (2019) - 2018
- [j15]Malek Mouhoub, Samira Sadaoui, Otmane Aït Mohamed, Moonis Ali:
Technological Advances in Applied Intelligence (IEA/AIE-2018). AI Mag. 39(4): 27-28 (2018) - [j14]Mahdi Bidar, Samira Sadaoui, Malek Mouhoub, Mohsen Bidar:
Enhanced Firefly Algorithm Using Fuzzy Parameter Tuner. Comput. Inf. Sci. 11(1): 26-51 (2018) - [c44]Mahdi Bidar, Malek Mouhoub, Samira Sadaoui, Mohsen Bidar:
Solving Constraint Satisfaction Problems Using Firefly Algorithms. Canadian AI 2018: 246-252 - [c43]Mahdi Bidar, Hamidreza Rashidy Kanan, Malek Mouhoub, Samira Sadaoui:
Mushroom Reproduction Optimization (MRO): A Novel Nature-Inspired Evolutionary Algorithm. CEC 2018: 1-10 - [c42]Mahdi Bidar, Malek Mouhoub, Samira Sadaoui:
Discrete Firefly Algorithm: A New Metaheuristic Approach for Solving Constraint Satisfaction Problems. CEC 2018: 1-8 - [c41]Paulo Roberto Martins de Andrade
An Analysis of IT Project Management Across Companies in an International Scenario. EuroSPI 2018: 95-107 - [c40]Bandar Mohammed, Malek Mouhoub, Eisa Alanazi, Samira Sadaoui:
Managing Weighted Preferences with Constraints in Interactive Applications. ICINCO (1) 2018: 265-270 - [c39]Farzana Anowar, Samira Sadaoui, Malek Mouhoub:
Auction Fraud Classification Based on Clustering and Sampling Techniques. ICMLA 2018: 366-371 - [c38]Swati Ganguly, Samira Sadaoui:
Online Detection of Shill Bidding Fraud Based on Machine Learning Techniques. IEA/AIE 2018: 303-314 - [e1]Malek Mouhoub, Samira Sadaoui, Otmane Aït Mohamed, Moonis Ali:
Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Montreal, QC, Canada, June 25-28, 2018, Proceedings. Lecture Notes in Computer Science 10868, Springer 2018, ISBN 978-3-319-92057-3 [contents] - [i2]Ahmad Alzahrani, Samira Sadaoui:
Scraping and Preprocessing Commercial Auction Data for Fraud Classification. CoRR abs/1806.00656 (2018) - [i1]Ahmad Alzahrani, Samira Sadaoui:
Clustering and Labelling Auction Fraud Data. CoRR abs/1808.07288 (2018) - 2017
- [j13]Samira Sadaoui, Xuegang Wang:
A dynamic stage-based fraud monitoring framework of multiple live auctions. Appl. Intell. 46(1): 197-213 (2017) - [j12]Shubhashis Kumar Shil, Samira Sadaoui:
Multi-Objective Optimization in Multi-Attribute and Multi-Unit Combinatorial Reverse Auctions. Int. J. Artif. Intell. Tools 26(5): 1760016:1-1760016:24 (2017) - [c37]Swati Ganguly, Samira Sadaoui:
Classification of Imbalanced Auction Fraud Data. Canadian AI 2017: 84-89 - [c36]Shubhashis Kumar Shil, Samira Sadaoui:
Combinatorial Reverse Electricity Auctions. Canadian AI 2017: 162-168 - [c35]Paulo Roberto Martins de Andrade, Samira Sadaoui:
Improving business decision making based on KPI management system. SMC 2017: 1280-1285 - [c34]Mahdi Bidar, Samira Sadaoui, Malek Mouhoub, Mohsen Bidar:
Improving firefly algorithm performance using fuzzy logic. SMC 2017: 2111-2116 - 2016
- [j11]Samira Sadaoui, Shubhashis Kumar Shil:
A Multi-Attribute Auction Mechanism based on Conditional Constraints and Conditional Qualitative Preferences. J. Theor. Appl. Electron. Commer. Res. 11(1): 1-25 (2016) - [c33]Shubhashis Kumar Shil, Samira Sadaoui:
Winner Determination in Multi-Objective Combinatorial Reverse Auctions. ICTAI 2016: 714-721 - 2015
- [j10]Shu Zhang, Samira Sadaoui, Malek Mouhoub:
An Empirical Analysis of Imbalanced Data Classification. Comput. Inf. Sci. 8(1): 151-162 (2015) - [c32]Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui:
Evolutionary Technique for Combinatorial Reverse Auctions. FLAIRS 2015: 79-84 - [c31]Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui:
Winner Determination in Multi-attribute Combinatorial Reverse Auctions. ICONIP (3) 2015: 645-652 - [c30]Samira Sadaoui, Xuegang Wang, Dongzhi Qi:
A Real-Time Monitoring Framework for Online Auctions Frauds. IEA/AIE 2015: 97-108 - [c29]Shu Zhang, Malek Mouhoub, Samira Sadaoui:
Integrating TCP-Nets and CSPs: The Constrained TCP-Net (CTCP-Net) Model. IEA/AIE 2015: 201-211 - 2014
- [j9]Sadra Abedinzadeh, Samira Sadaoui:
A trust-based service suggestion system using human plausible reasoning. Appl. Intell. 41(1): 55-75 (2014) - [j8]Shu Zhang, Malek Mouhoub, Samira Sadaoui:
3N-Q: Natural Nearest Neighbor with Quality. Comput. Inf. Sci. 7(1): 94-102 (2014) - [c28]Samira Sadaoui, Shubhashis Kumar Shil:
Constraint and Qualitative Preference Specification in Multi-Attribute Reverse Auctions. IEA/AIE (2) 2014: 497-506 - 2013
- [j7]Bandar Mohammed, Malek Mouhoub, Eisa Alanazi, Samira Sadaoui:
Data Mining Techniques and Preference Learning in Recommender Systems. Comput. Inf. Sci. 6(4): 88-102 (2013) - [j6]Samira Sadaoui, Malek Mouhoub, Xiao Feng Li:
Specifying and solving symbolic and numeric temporal constraints. Int. J. Knowl. Based Intell. Eng. Syst. 17(3): 209-217 (2013) - [c27]Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui:
An approach to solve winner determination in combinatorial reverse auctions using genetic algorithms. GECCO (Companion) 2013: 75-76 - [c26]Sadra Abedinzadeh, Samira Sadaoui:
ScubAA: A Human Plausible Reasoning Approach to Agent Trust Management. SEKE 2013: -A-2 - 2012
- [c25]Sadra Abedinzadeh, Samira Sadaoui:
Agent Trust Management Based on Human Plausible Reasoning: Application to Web Search. SocialCom/PASSAT 2012: 760-765 - 2011
- [c24]Farnaz Ghavamifar, Samira Sadaoui, Malek Mouhoub:
Preference Elicitation and Winner Determination in Multi-Attribute Auctions. FLAIRS 2011 - [c23]Samira Sadaoui, Wei Jiang:
An offer evaluation system based on buyers' interests. SAC 2011: 1713-1714 - 2010
- [c22]Farnaz Ghavamifar, Samira Sadaoui, Malek Mouhoub:
Winner Determination Based on Preference Elicitation Methods. Canadian AI 2010: 332-335 - [c21]Samira Sadaoui, Wei Jiang:
An Interest-based Offer Evaluation System for Semantic Matchmakers. SMRR@ISWC 2010 - [c20]Sadra Abedinzadeh, Samira Sadaoui:
A Rough Set Approach to Agent Trust Management. SocialCom/PASSAT 2010: 1064-1071
2000 – 2009
- 2009
- [j5]Samira Sadaoui, Malek Mouhoub, Bo Chen:
An Efficient LOTOS-Based Framework for Describing and Solving (Temporal) CSPs. Int. J. Softw. Eng. Knowl. Eng. 19(6): 765-789 (2009) - [c19]Nima Sharifimehr, Samira Sadaoui:
Markovian workload modeling for Enterprise Application Servers. C3S2E 2009: 161-168 - 2008
- [c18]Nima Sharifimehr, Samira Sadaoui:
An Extended Concurrency Control Service for CORBA. Australian Software Engineering Conference 2008: 330-337 - [c17]Nima Sharifimehr, Samira Sadaoui:
Dynamic Semi-Markovian Workload Modeling. ICEIS (1) 2008: 125-130 - [p1]Samira Sadaoui, Malek Mouhoub, Xiao Feng Li:
An OCL-Based CSP Specification and Solving Tool. New Challenges in Applied Intelligence Technologies 2008: 235-244 - 2007
- [j4]Malek Mouhoub, Samira Sadaoui:
Solving Incremental Satisfiability. Int. J. Artif. Intell. Tools 16(1): 139-147 (2007) - [c16]Samira Sadaoui, Siritorn Srisodsai:
Multi-Language Information Searching Tool. ICSEA 2007: 49 - [c15]Nima Sharifimehr, Samira Sadaoui:
A Predictive Automatic Tuning Service for Object Pooling Based on Dynamic Markov Modeling. ICSOFT (ISDM/EHST/DC) 2007: 38-45 - 2006
- [j3]Samira Sadaoui, Pengzhou Yin:
Generalization and Instantiation for Component Reuse. Int. J. Softw. Eng. Knowl. Eng. 16(2): 175-200 (2006) - [c14]Samira Sadaoui, Nima Sharifimehr:
A Novel Object Pool Service for Distributed Systems. OTM Conferences (2) 2006: 1757-1771 - [c13]Samira Sadaoui, Sudhanshu Singh:
Implementation of CafeOBJ Specifications to Java Code. SEKE 2006: 446-449 - 2005
- [j2]Bo Chen, Samira Sadaoui:
A Generic Formal Framework For Constructing Agent Interaction Protocols. Int. J. Softw. Eng. Knowl. Eng. 15(1): 61-85 (2005) - [c12]Malek Mouhoub, Samira Sadaoui:
Improving Lotos Simulation Using Constraint Propagation. ICTAI 2005: 137-142 - 2004
- [j1]Samira Sadaoui:
Assistance in the Reuse of Formal Specifications. Int. J. Comput. Their Appl. 11(4): 234-245 (2004) - [c11]Samira Sadaoui, Pengzhou Yin:
Generalization for component reuse. ACM Southeast Regional Conference 2004: 134-139 - [c10]Malek Mouhoub, Mujtaba Istihad, Samira Sadaoui:
Java with CREAM for Temporal Constraints. IASSE 2004: 281-283 - [c9]Malek Mouhoub, Samira Sadaoui:
Systematic versus Non-systematic Methods for Solving Incremental Satisfiability. IEA/AIE 2004: 543-551 - [c8]Malek Mouhoub, Samira Sadaoui, Xinkai Feng:
A New Branch and Bound Method for Incremental Satisfiability Problem. International Conference on Computational Intelligence 2004: 424-427 - [c7]Bo Chen, Samira Sadaoui:
Specification and Verification of Agent Interaction Protocols. SEKE 2004: 300-305 - [c6]Malek Mouhoub, Samira Sadaoui, Amrudee Sukpan:
Formal Description Techniques for CSPs and TCSPs. SEKE 2004: 406-410 - 2003
- [c5]Samira Sadaoui:
Assistance in the Reuse of Formal Specifications. IASSE 2003: 217-222 - [c4]Malek Mouhoub, Samira Sadaoui, Amrudee Sukpan:
Chronological Backtracking Versus Formal Methods for Solving CSPs. IC-AI 2003: 270-275 - [c3]Samira Sadaoui, Angela Mlynarski, Elspeth Nickle:
Software Reuse: An Overview. Software Engineering Research and Practice 2003: 840-846 - [c2]Samira Sadaoui:
Composition of Structured Process Specifications. SC 2003: 132-143 - 2000
- [b1]Samira Sadaoui:
Aide à la réutilisation de spécifications formelles en LOTOS. Henri Poincaré University, Nancy, France, 2000
1990 – 1999
- 1996
- [c1]Pierre Marquis, Samira Sadaoui:
A New Algorithm for Computing Theory Prime Implicates Compilations. AAAI/IAAI, Vol. 1 1996: 504-509
Coauthor Index
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