2022

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Dorosti, Shadi, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Caputo, Annalina ORCID: 0000-0002-7144-8545, Babaee Tirkolaee, Erfan ORCID: 0000-0003-1664-9210, Samar Ali, Sadia, Arshadi, Zahra and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Breast tumor localization and segmentation using machine learning techniques: overview of datasets, findings, and methods. Computers in Biology and Medicine, 152 . ISSN 0010-4825

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Caputo, Annalina ORCID: 0000-0002-7144-8545, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Babaee Tirkolaee, Erfan ORCID: 0000-0003-1664-9210 and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Brain tumor segmentation of MRI images: a comprehensive review on the application of artificial intelligence tools. Computers in Biology and Medicine, 152 . ISSN 0010-4825

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Ghoushchi, Saeid Jafarzadeh ORCID: 0000-0003-3665-9010, Anari, Shokofeh, Safavi, Sadaf ORCID: 0000-0003-4852-7138, Sarshar, Nazanin Tataei, Tirkolaee, Erfan Babaee ORCID: 0000-0003-1664-9210 and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) A deep learning approach for robust, multi-oriented, and curved text detection. Cognitive Computation . ISSN 1866-9956

Baseri Saadi, Soroush, Tataei Sarshar, Nazanin ORCID: 0000-0002-3374-6859, Sadeghi, Soroush, Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Forooshani, Mersedeh Kooshki and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Investigation of effectiveness of shuffled frog-leaping optimizer in training a convolution neural network. Journal of Healthcare Engineering, 2022 . ISSN 2040-2295

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Dorosti, Shadi, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Safavi, Sadaf ORCID: 0000-0003-4852-7138, Razmjooy, Navid, Tataei Sarshar, Nazanin ORCID: 0000-0002-3374-6859, Anari, Shokofeh and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2022) Nerve optic segmentation in CT images using a deep learning model and at texture descriptor. Complex & Intelligent Systems, 8 . pp. 3543-3557. ISSN 2199-4536

2021

Baseri Saadi, Soroush, Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Kazemi, Ozeir, Amirabadi, Amir ORCID: 0000-0003-1271-7175, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Kazemi, Oveis, Azadikhah, Sonya and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2021) Osteolysis: a literature review of basic science and potential computer-based Image processing detection methods. Computational Intelligence and Neuroscience, 2022 . ISSN 1687-5265

Chandio, Aisha, Shen, Yao, Bendechache, Malika ORCID: 0000-0003-0069-1860, Inayat, Irum ORCID: 0000-0001-5576-6212 and Kumar, Teerath (2021) AUDD: Audio Urdu digits dataset for automatic audio Urdu digit recognition. Applied Sciences . ISSN 2076-3417

Saber, Takfarinas ORCID: 0000-0003-2958-7979, Bendechache, Malika ORCID: 0000-0003-0069-1860 and Ventresque, Anthony ORCID: 0000-0003-2064-1238 (2021) Incorporating user preferences in multi-objective feature selection in software product lines using multi-criteria decision analysis. In: Optimization and Learning 4th International Conference, OLA 2021, 21-23 June 2021, Catania, Italy. ISBN 978-3-030-85671-7

Lohar, Pintu ORCID: 0000-0002-5328-1585, Xie, Guodong ORCID: 0000-0003-0037-8495, Bendechache, Malika ORCID: 0000-0003-0069-1860, Brennan, Rob ORCID: 0000-0001-8236-362X, Celeste, Edoardo ORCID: 0000-0003-1984-4142, Trestian, Ramona ORCID: 0000-0003-1984-4142 and Tal, Irina ORCID: 0000-0001-9656-668X (2021) Irish attitudes to privacy in COVID-19 times: sentiment analysis on Twitter and survey data. In: 16th International ARES Conference on Availability, Reliability and Security ARES21, 17- 21 Aug 2021, Vienna, Austria + Online. ISBN 978-1-4503-9051-4

Lohar, Pintu ORCID: 0000-0002-5328-1585, Xie, Guodong ORCID: 0000-0003-0037-8495, Bendechache, Malika ORCID: 0000-0003-0069-1860, Brennan, Rob ORCID: 0000-0001-8236-362X, Celeste, Edoardo ORCID: 0000-0003-1984-4142, Trestian, Ramona ORCID: 0000-0003-3315-3081 and Tal, Irina ORCID: 0000-0001-9656-668X (2021) Irish attitudes toward COVID tracker app & privacy: sentiment analysis on Twitter and survey data. In: ARES 2021: The 16th International Conference on Availability, Reliability and Security, 17 - 20 Aug 2021, Vienna Austria. ISBN 978-1-4503-9051

Xie, Guodong ORCID: 0000-0003-0037-8495, Lohar, Pintu ORCID: 0000-0002-5328-1585, Florea, Claudia, Bendechache, Malika ORCID: 0000-0003-0069-1860, Trestian, Ramona ORCID: 0000-0003-3315-3081, Brennan, Rob ORCID: 0000-0001-8236-362X, Connolly, Regina ORCID: 0000-0003-3196-2889 and Tal, Irina ORCID: 0000-0001-9656-668X (2021) Privacy in times of COVID-19: a pilot study in the Republic of Ireland. In: ARES 2021: The 16th International Conference on Availability, Reliability and Security, 17 - 20 Aug 2021, Vienna Austria. ISBN 978-1-4503-9051-4

Bendechache, Malika ORCID: 0000-0003-0069-1860, Lohar, Pintu ORCID: 0000-0002-5328-1585, Xie, Guodong ORCID: 0000-0003-0037-8495, Brennan, Rob ORCID: 0000-0001-8236-362X, Trestian, Ramona ORCID: 0000-0003-3315-3081, Celeste, Edoardo ORCID: 0000-0003-1984-4142, Kapanova, Kristina, Jayasekera, Evgeniia and Tal, Irina ORCID: 0000-0001-9656-668X (2021) Public attitudes towards privacy in COVID-19 times in the Republic of Ireland: a pilot study. Information Security Journal, 30 (5). pp. 281-293. ISSN 1939-3555

Trestian, Ramona ORCID: 0000-0003-3315-3081, Xie, Guodong ORCID: 0000-0003-0037-8495, Lohar, Pintu ORCID: 0000-0002-5328-1585, Celeste, Edoardo ORCID: 0000-0003-1984-4142, Bendechache, Malika ORCID: 0000-0003-0069-1860, Brennan, Rob ORCID: 0000-0001-8236-362X, Jayasekera, Evgeniia, Connolly, Regina ORCID: 0000-0003-3196-2889 and Tal, Irina ORCID: 0000-0001-9656-668X (2021) Privacy in a Time of Covid-19: how concerned are you? IEEE Security & Privacy . ISSN 1540-7993

Bendechache, Malika ORCID: 0000-0003-0069-1860, Tal, Irina ORCID: 0000-0001-9656-668X, Wall, P.J ORCID: 0000-0002-5859-4425, Grehan, Laura, Clarke, Emma ORCID: 0000-0003-4483-0172, O'Driscoll, Aidan, Van Der Haegen, Laurence, Leong, Brenda, Kearns, Anne and Brennan, Rob ORCID: 0000-0001-8236-362X (2021) AI in my life: AI, ethics & privacy workshops for 15-16-year-olds. In: WebSci '21: 13th ACM Web Science Conference 2021, 21-25 June 2021, Online.

Aghamohammadi, Amirhossein, Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Naiemi, Fatemeh, Mogharrebi, Marzieh, Dorosti, Shadi and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2021) TPCNN: Two-path convolutional neural network for tumor and liver segmentation in CT images using a novel encoding approach. Expert Systems with Applications, 183 . pp. 115-406. ISSN 0957-4174

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Bagherian Kasgari, Abbas ORCID: 0000-0003-1630-5207, Jafarzadeh Ghoushchi, Saeid, Anari, Shokofeh, Naseri, Maryam and Bendechache, Malika ORCID: 0000-0003-0069-1860 (2021) Brain tumor segmentation based on deep learning and an attention mechanism using MRI multi-modalities brain images. Scientific Reports, 11 . ISSN 2045-2322

Ranjbarzadeh, Ramin ORCID: 0000-0001-7065-9060, Jafarzadeh Ghoushchi, Saeid ORCID: 0000-0003-3665-9010, Bendechache, Malika ORCID: 0000-0003-0069-1860, Amirabadi, Amir, Ab Rahman, Mohd Nizam ORCID: 0000-0002-7053-4396, Baseri Saadi, Soroush, Aghamohammadi, Amirhossein and Forooshani, Mersedeh Kooshki (2021) Lung infection segmentation for COVID-19 pneumonia based on a cascade convolutional network from CT images. BioMed Research International, 2021 . ISSN 2314-6133

Bendechache, Malika ORCID: 0000-0003-0069-1860, Svorobej, Sergej ORCID: 0000-0001-8900-8700, Endo, Patricia Takako ORCID: 0000-0002-9163-5583, Mihai, Adrian and Lynn, Theo ORCID: 0000-0001-9284-7580 (2021) Simulating and evaluating a real-world elastic search system using the RECAP DES simulator. Future Internet, 13 (4). ISSN 1999-5903

2020

Ali, Wasim A. ORCID: 0000-0002-4602-461X, Manasa, K.N., Bendechache, Malika ORCID: 0000-0003-0069-1860, Fadhel Aljunaid, Mohammed ORCID: 0000-0001-9099-3664 and Sandhya, P. (2020) A Review of current machine learning approaches for anomaly detection in network traffic. Journal of Telecommunications and the Digital Economy, 8 (4). pp. 64-95. ISSN 2203-1693

Bendechache, Malika ORCID: 0000-0003-0069-1860, Saber, Takfarinas ORCID: 0000-0003-2958-7979, Muntean, Gabriel-Miro ORCID: 0000-0003-2958-7979 and Tal, Irina ORCID: 0000-0001-9656-668X (2020) Application of blockchain technology to 5G-enabled vehicular networks: survey and future directions. In: 18th International Symposium on High Performance Mobile Computing & Wireless Networks for HPC (MCWN 2020), 10-14 Dec 2020, Barcelona, Spain (Online).

Svorobej, Sergej ORCID: 0000-0001-8900-8700, Bendechache, Malika ORCID: 0000-0003-0069-1860, Griesinger, Frank and Domaschka, Jörg (2020) Orchestration from the cloud to the edge. In: Lynn, Theo ORCID: 0000-0001-9284-7580, Mooney, John G., Lee, Brian and Endo, Patricia Takako ORCID: 0000-0002-9163-5583, (eds.) The Cloud-to-Thing Continuum. Palgrave Studies in Digital Business & Enabling Technologies . Palgrave Macmillan, London, UK, pp. 61-77. ISBN 978-3-030-41110-7

Bendechache, Malika ORCID: 0000-0003-0069-1860, Svorobej, Sergej ORCID: 0000-0001-8900-8700, Takako Endo, Patricia ORCID: 0000-0002-9163-5583 and Lynn, Theo ORCID: 0000-0001-9284-7580 (2020) Simulating resource management across the cloud-to-thing continuum: a survey and future directions. Future Internet, 12 (6). pp. 1-25. ISSN 1999-5903

Bendechache, Malika ORCID: 0000-0003-0069-1860, Limaye, Nihar and Brennan, Rob ORCID: 0000-0001-8236-362X (2020) Towards an automatic data value analysis method for relational databases. In: 22nd International Conference on Enterprise Information Systems (ICEIS), 5-May-7Jun 2020, Czech Republic, online. ISBN 978-989-758-423-7

Bendechache, Malika ORCID: 0000-0003-0069-1860, Sudhanshu Limaye, Nihar and Brennan, Rob ORCID: 0000-0001-8236-362X (2020) Towards an automatic data value analysis method for relational databases. In: 22nd International Conference on Enterprise Information Systems (ICEIS), 5-7 May, 2020, Prague, Czech Republic. ISBN 978-989-758-423-7

Ramos de Assis Neto, Silvano, Leoni Santos, Guto, da Silva Rocha, Elisson ORCID: 0000-0002-7742-2995, Bendechache, Malika ORCID: 0000-0003-0069-1860, Rosati, Pierangelo ORCID: 0000-0002-6070-0426, Lynn, Theo ORCID: 0000-0001-9284-7580 and Takako Endo, Patricia ORCID: 0000-0002-9163-5583 (2020) Detecting human Activities Based on a multimodal sensor data set using a bidirectional long short-term memory model: a case study. In: Ponce, Hiram ORCID: 0000-0002-6559-7501, Martínez-Villaseñor, Lourdes ORCID: 0000-0002-9038-7821, Brieva, Jorge ORCID: 0000-0002-5430-8778 and Moya-Albor, Ernesto ORCID: 0000-0002-9637-786X, (eds.) Challenges and Trends in Multimodal Fall Detection for Healthcare. Studies in Systems, Decision and Control (SSDC), 273 . Springer, pp. 31-51. ISBN 978-3-030-38747-1

2019

Filelis-Papadopoulos, Christos, Takako Endo, Patricia ORCID: 0000-0002-9163-5583, Bendechache, Malika ORCID: 0000-0003-0069-1860, Svorobej, Sergej ORCID: 0000-0001-8900-8700, Giannoutakis, Konstantinos ORCID: 0000-0001-8939-4912, Gravvanis, George A. ORCID: 0000-0003-1562-3633, Tzovaras, Dimitrios, Byrne, James ORCID: 0000-0002-9260-6020 and Lynn, Theo ORCID: 0000-0001-9284-7580 (2019) Towards simulation and optimization of cache placement on large virtual Content Distribution Networks. Journal of computational science, 39 . ISSN 1877-7503

Bendechache, Malika ORCID: 0000-0003-0069-1860, Svorobej, Sergej ORCID: 0000-0001-8900-8700, Takako Endo, Patricia ORCID: 0000-0002-9163-5583, Noya Mario, Manuel, Ares, M. Eduardo ORCID: 0000-0003-3807-5692, Byrne, James ORCID: 0000-0002-9260-6020 and Lynn, Theo ORCID: 0000-0001-9284-7580 (2019) Modelling and simulation of ElasticSearch using CloudSim. In: IEEE/ACM 23rd International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 7-9 Oct 2019, Cosenza, Italy. ISBN 978-1-7281-2923-5

Bendechache, Malika ORCID: 0000-0003-0069-1860, Tari, A-Kamel and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2019) Parallel and distributed clustering framework for big spatial data mining. International Journal of Parallel, Emergent and Distributed Systems, 34 (6). pp. 671-689. ISSN 1744-5760

Svorobej, Sergej ORCID: 0000-0001-8900-8700, Takako Endo, Patricia ORCID: 0000-0002-9163-5583, Bendechache, Malika ORCID: 0000-0003-0069-1860, Filelis-Papadopoulos, Christos ORCID: 0000-0002-6591-970X, Giannoutakis, Konstantinos ORCID: 0000-0001-8939-4912, Gravvanis, George A. ORCID: 0000-0003-1562-3633, Tzovaras, Dimitrios, Byrne, James ORCID: 0000-0002-9260-6020 and Lynn, Theo ORCID: 0000-0001-9284-7580 (2019) Simulating fog and edge computing scenarios: an overview and research challenges. Future Internet, 11 (3). ISSN 1999-5903

Bendechache, Malika ORCID: 0000-0003-0069-1860, Silva, Ivanovitch ORCID: 0000-0002-0116-6489, Leoni Santos, Guto, Guedes, Luiz Affonso ORCID: 0000-0003-2690-1563, Svorobej, Sergej ORCID: 0000-0001-8900-8700, Noya Mario, Manuel, Ares, M. Eduardo ORCID: 0000-0003-3807-5692, Byrne, James ORCID: 0000-0002-9260-6020, Takako Endo, Patricia ORCID: 0000-0002-9163-5583 and Lynn, Theo ORCID: 0000-0001-9284-7580 (2019) Analysing dependability and performance of a real-world Elastic Search application. In: 9th Latin-American Symposium on Dependable Computing (LADC), 19-21 Nov. 2019, Natal, Brazil..

2018

Bendechache, Malika ORCID: 0000-0003-0069-1860, Le-Khac, Nhien-An and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2018) Performance evaluation of a distributed clustering approach for spatial datasets. In: Australasian Conference on Data Mining AusDM 2017, 19-22 Aug 2017, Melbourne, VIC, Australia. ISBN 978-981-13-0291-6

2017

Bendechache, Malika ORCID: 0000-0003-0069-1860, Le-Khac, Nhien-An and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2017) Hierarchical aggregation approach for distributed clustering of spatial datasets. In: 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 12-15 Dec 2016, Barcelona, Spain.

2016

Bendechache, Malika ORCID: 0000-0003-0069-1860, Le-Khac, Nhien-An and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2016) Efficient large scale clustering based on data partitioning. In: 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 17-19 Oct 2016, Montreal, Canada.

2015

Bendechache, Malika ORCID: 0000-0003-0069-1860 and Kechadi, M-Tahar ORCID: 0000-0002-0176-6281 (2015) Distributed clustering algorithm for spatial data mining. In: 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM2015 ), 8-10 July 2015, Fuzhou, China.