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2020 – today
- 2023
[c66]Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger
:
Enabling Machine Learning in Software Architecture Frameworks. CAIN 2023: 92-93- [c65]Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Atta Badii:
Improved Filter-Based Feature Selection Using Correlation and Clustering Techniques. LOD (1) 2023: 379-389 - [c64]Akhila Atmakuru, Giuseppe Di Fatta, Giuseppe Nicosia, Ali Varzandian, Atta Badii:
Sensitivity Analysis for Feature Importance in Predicting Alzheimer's Disease. LOD (2) 2023: 449-465 - [c63]Armin Moin, Atta Badii, Moharram Challenger:
Model-Driven Quantum Federated Learning (QFL). Programming 2023: 111-113 - [i11]Armin Moin, Atta Badii, Moharram Challenger:
Model-Driven Quantum Federated Learning (QFL). CoRR abs/2304.08496 (2023) - [i10]Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger:
AI-Enabled Software and System Architecture Frameworks: Focusing on smart Cyber-Physical Systems (CPS). CoRR abs/2308.05239 (2023) - 2022
- [j19]Mobin M. Idrees, Frederic T. Stahl, Atta Badii:
Adaptive Learning With Extreme Verification Latency in Non-Stationary Environments. IEEE Access 10: 127345-127364 (2022) - [j18]Armin Moin, Moharram Challenger, Atta Badii, Stephan Günnemann:
A model-driven approach to machine learning and software modeling for the IoT. Softw. Syst. Model. 21(3): 987-1014 (2022) - [c62]Armin Moin, Moharram Challenger, Atta Badii, Stephan Günnemann:
Supporting AI Engineering on the IoT Edge through Model-Driven TinyML. COMPSAC 2022: 884-893 - [c61]Armin Moin, Moharram Challenger, Atta Badii, Stephan Günnemann:
Towards Model-Driven Engineering for Quantum AI. GI-Jahrestagung 2022: 1121-1131 - [c60]Armin Moin, Andrei Mituca, Moharram Challenger, Atta Badii, Stephan Günnemann:
ML-Quadrat & DriotData: A Model-Driven Engineering Tool and a Low-Code Platform for Smart IoT Services. ICSE-Companion 2022: 144-148 - [c59]Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger:
MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat. MoDELS (Companion) 2022: 380-387 - [c58]Ahmed Abadulla Ashlam, Atta Badii, Frederic T. Stahl:
Multi-Phase Algorithmic Framework to Prevent SQL Injection Attacks using Improved Machine learning and Deep learning to Enhance Database security in Real-time. SIN 2022: 1-4 - [i9]Armin Moin, Ukrit Wattanavaekin, Alexandra Lungu, Moharram Challenger, Atta Badii, Stephan Günnemann:
Enabling Automated Machine Learning for Model-Driven AI Engineering. CoRR abs/2203.02927 (2022) - [i8]Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe, Armin Moin, Atta Badii, Stephan Günnemann, Moharram Challenger:
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat. CoRR abs/2209.07282 (2022) - 2021
- [j17]Frederic T. Stahl, Thien Le, Atta Badii, Mohamed Medhat Gaber:
A Frequent Pattern Conjunction Heuristic for Rule Generation in Data Streams. Inf. 12(1): 24 (2021) - [j16]Branka Stojanovic, Josip Bozic, Katharina Hofer-Schmitz, Kai Nahrgang, Andreas Weber, Atta Badii, Maheshkumar Sundaram, Elliot Jordan, Joel Runevic:
Follow the Trail: Machine Learning for Fraud Detection in Fintech Applications. Sensors 21(5): 1594 (2021) - [i7]Armin Moin, Atta Badii, Stephan Günnemann:
A Model-Driven Engineering Approach to Machine Learning and Software Modeling. CoRR abs/2107.02689 (2021) - [i6]Armin Moin, Atta Badii, Stephan Günnemann:
Enabling Un-/Semi-Supervised Machine Learning for MDSE of the Real-World CPS/IoT Applications. CoRR abs/2107.02690 (2021) - [i5]Armin Moin, Andrei Mituca, Atta Badii, Stephan Günnemann:
ML-Quadrat & DriotData: A Model-Driven Engineering Tool and a Low-Code Platform for Smart IoT Services. CoRR abs/2107.02692 (2021) - [i4]Armin Moin, Moharram Challenger, Atta Badii, Stephan Günnemann:
MDE4QAI: Towards Model-Driven Engineering for Quantum Artificial Intelligence. CoRR abs/2107.06708 (2021) - 2020
- [j15]Mobin M. Idrees, Leandro L. Minku, Frederic T. Stahl, Atta Badii:
A heterogeneous online learning ensemble for non-stationary environments. Knowl. Based Syst. 188 (2020) - [i3]Ralph Ankele, Kai Nahrgang, Branka Stojanovic, Atta Badii:
SoK: Cyber-Attack Taxonomy of Distributed Ledger- and Legacy Systems-based Financial Infrastructures. IACR Cryptol. ePrint Arch. 2020: 1440 (2020)
2010 – 2019
- 2019
- [j14]David Tomás, Yoan Gutiérrez, Atta Badii, Marco Tiemann, Fotis Aisopos:
Socialising around media - Improving the second screen experience through semantic analysis, context awareness and dynamic communities. Multim. Tools Appl. 78(18): 25539-25568 (2019) - [j13]Rajkumar K. Raval, Atta Badii:
Investigating the Impact of Image Content on the Energy Efficiency of Hardware-accelerated Digital Spatial Filters. ACM Trans. Design Autom. Electr. Syst. 24(5): 57:1-57:34 (2019) - [c57]Hajer Khlaifi, Atta Badii, Dan Istrate, Jacques Demongeot:
Automatic Detection and Recognition of Swallowing Sounds. HEALTHINF 2019: 221-229 - 2018
- [j12]Mahmood Hammoodi, Frederic T. Stahl, Atta Badii:
Real-time feature selection technique with concept drift detection using adaptive micro-clusters for data stream mining. Knowl. Based Syst. 161: 205-239 (2018) - 2017
- [j11]Jiachen Yang, Huanling Wang, Wen Lu, Baihua Li, Atta Badii, Qinggang Meng:
A no-reference optical flow-based quality evaluator for stereoscopic videos in curvelet domain. Inf. Sci. 414: 133-146 (2017) - [c56]Atta Badii, Ryan Faulkner, Rajkumar K. Raval, Cornelius Glackin, Gérard Chollet:
Accelerated encryption algorithms for secure storage and processing in the cloud. ATSIP 2017: 1-6 - [c55]Ansar-Ul-Haque Yasar, Atta Badii:
Preface. EUSPN/ICTH 2017: 1-3 - [c54]Atta Badii:
Keynote I. FNC/MobiSPC 2017: 7 - 2016
- [c53]Hugues Sansen, María Inés Torres, Gérard Chollet, Cornelius Glackin, Dijana Petrovska-Delacrétaz, Jérôme Boudy, Atta Badii, Stephan Schlögl:
The Roberta IRONSIDE project: A dialog capable humanoid personal assistant in a wheelchair for dependent persons. ATSIP 2016: 381-386 - [c52]Atta Badii, Gugs Lushai:
Keynote I and Keynote II. EUSPN/ICTH 2016: 6 - [c51]Atta Badii, Franco Bagnoli, Balint Balazs, Tommaso Castellani, Davide D'Orazio, Fernando Ferri, Patrizia Grifoni, Giovanna Pacini, Ovidiu Serban, Adriana Valente:
Collective Awareness Platforms and Digital Social Innovation Mediating Consensus Seeking in Problem Situations. INSCI 2016: 55-65 - [c50]Atta Badii, Maryam Karimi, Qinggang Meng:
Cognitive and Neuromuscular Robotic Rehabilitation Framework. UKCI 2016: 319-329 - [c49]Jiefei Wei, Qinggang Meng, Atta Badii:
Classification of Human Hand Movements Using Surface EMG for Myoelectric Control. UKCI 2016: 331-339 - [i2]Atta Badii, Franco Bagnoli, Balint Balazs, Tommaso Castellani, Davide D'Orazio, Fernando Ferri, Patrizia Grifoni, Giovanna Pacini, Ovidiu Serban, Adriana Valente:
Collective Awareness Platforms and Digital Social Innovation Mediating Consensus Seeking in Problem Situations. CoRR abs/1609.04656 (2016) - 2015
- [c48]Atta Badii:
Keynote I. FNC/MobiSPC 2015: 7 - [c47]Wai Lam Hoo, Alina Dana Miron, Atta Badii, Chee Seng Chan:
Skin-based privacy filter for surveillance systems. IWSSIP 2015: 269-272 - [c46]Alina Dana Miron, Atta Badii:
Change detection based on graph cuts. IWSSIP 2015: 273-276 - [c45]Atta Badii, Pavel Korshunov, Hamid Oudi, Touradj Ebrahimi, Tomas Piatrik, Volker Eiselein, Natacha Ruchaud, Christian Fedorczak, Jean-Luc Dugelay, Diego Fernandez Vazquez:
Overview of the MediaEval 2015 Drone Protect Task. MediaEval 2015 - [c44]Amin Amini Maghsoud Bigy, Konstantinos Banitsas, Atta Badii, John Cosmas:
Recognition of postures and Freezing of Gait in Parkinson's disease patients using Microsoft Kinect sensor. NER 2015: 731-734 - [c43]Atta Badii, Marco Tiemann, Andreas Menychtas, Christina Santzaridou, Alexandros Psychas, David Tomás, Stuart Campbell, Juan Vicente Vidagany Espert:
SAM: Dynamic and Social Content Delivery for Second Screen Interaction. TVX 2015: 119-124 - 2014
- [j10]Emmanouil Skounakis, Konstantinos Banitsas, Atta Badii, Stavros Tzoulakis, Emmanuel Maravelakis, Antonios Konstantaras:
ATD: A Multiplatform for Semiautomatic 3-D Detection of Kidneys and Their Pathology in Real Time. IEEE Trans. Hum. Mach. Syst. 44(1): 146-153 (2014) - [c42]Patrick Seidler, Richard Adderley, Atta Badii, Matteo Raffaelli:
MOSAIC: Criminal network analysis for multi-modal surveillance and decision support. ASONAM 2014: 257-260 - [c41]Peter A. Henning, Kevin Fuchs, Jürgen Bock, Stefan Zander, Alexander Streicher, Andrea Zielinski, Christian Swertz, Alexandra Forstner, Atta Badii, Daniel Thiemert, Oscar García Perales:
Personalized web learning by joining OER. DeLFI 2014: 127-132 - [c40]Richard Adderley, Atta Badii, Rubén Heras Evangelio, Matteo Raffaelli, Patrick Seidler, Marco Tiemann:
MOSAIC: A Multi-modal Surveillance System to Enhance Situation Awareness and Decision Making. HCI (26) 2014: 141-146 - [c39]Lucas Teixeira, Fabiola Maffra, Kevin Lelu, Ahmed A. Al-Obaidi, Atta Badii:
A rule-based methodology and assessment for context-aware privacy. iCAST 2014: 1-6 - [c38]Lucas Teixeira, Fabiola Maffra, Atta Badii:
Scene Understanding for Auto-Calibration of Surveillance Cameras. ISVC (2) 2014: 671-682 - [c37]Atta Badii, Ahmed A. Al-Obaidi:
MediaEval 2014 Visual Privacy Task: Context-Aware Visual Privacy Protection. MediaEval 2014 - [c36]Atta Badii, Touradj Ebrahimi, Christian Fedorczak, Pavel Korshunov, Tomas Piatrik, Volker Eiselein, Ahmed A. Al-Obaidi:
Overview of the MediaEval 2014 Visual Privacy Task. MediaEval 2014 - [c35]Atta Badii, Marco Tiemann, Richard Adderley, Patrick Seidler, Rubén Heras Evangelio, Tobias Senst, Thomas Sikora, Luca Panattoni, Matteo Raffaelli, Matthew Cappel-Porter, Zsolt L. Husz, Thomas Hecker, Ines Peters:
MOSAIC - Multimodal Analytics for the Protection of Critical Assets. SIGMAP 2014: 311-320 - [c34]Atta Badii, Marco Tiemann, Daniel Thiemert:
Data Integration, Semantic Data Representation and Decision Support for Situational Awareness in Protection of Critical Assets. SIGMAP 2014: 341-345 - [i1]Ali Alowayr, Atta Badii:
Review of monitoring tools for e-learning platforms. CoRR abs/1407.2437 (2014) - 2013
- [j9]Atta Badii, Davide Carboni, Antonio Pintus, Andrea Piras, Alberto Serra, Marco Tiemann, Nagarajan Viswanathan:
CityScripts: Unifying Web, IoT and Smart City Services in a Smart Citizen Workspace. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 4(3): 58-78 (2013) - [c33]Davide Carboni, Antonio Pintus, Andrea Piras, Alberto Serra, Atta Badii, Marco Tiemann:
Scripting a Smart City: The CityScripts Experiment in Santander. AINA Workshops 2013: 1265-1270 - [c32]Christian Swertz, Alexander Schmölz, Alexandra Forstner, Nathalie Dambier, Florian Heberle, Peter A. Henning, Alexander Streicher, Catherine Burghart, Jürgen Bock, Atta Badii, Luis de la Fuente Valentín, Elisabetta Parodi, Daniel Thiemert, Eran Gal, Michaela Ronen, Stefan Zander:
Lernpfadmodellierung mit der Webdidaktik für die adaptiven Erweiterung von Lernmanagementsystemen. DeLFI 2013: 277-280 - [c31]Atta Badii, David Luigi Fuschi:
A Unified Test Procedure Designed for Monitoring the Experimental Settings Ensuring Quality Assurance in 3D and Stereoscopic Productions. ECLAP 2013: 128-137 - [c30]Tobias Senst, Volker Eiselein, Atta Badii, Mathieu Einig, Ivo Keller, Thomas Sikora:
A decentralized privacy-sensitive video surveillance framework. DSP 2013: 1-6 - [c29]Atta Badii, Ahmed A. Al-Obaidi, Mathieu Einig:
MediaEval 2013 Visual Privacy Task: Holistic Evaluation Framework for Privacy by Co-Design Impact Assessment. MediaEval 2013 - [c28]Atta Badii, Mathieu Einig, Tomas Piatrik:
Overview of the MediaEval 2013 Visual Privacy Task. MediaEval 2013 - [c27]Adrian Leu, Danijela Ristic-Durrant, Sinisa Slavnic, Cornelius Glackin, Christoph Salge, Daniel Polani, Atta Badii, Ali Khan, Rajkumar K. Raval:
CORBYS cognitive control architecture for robotic follower. SII 2013: 394-399 - 2012
- [c26]Shafqat Hameed, Atta Badii:
The Role of Effective Knowledge Management in Education Sector of Pakistan. ICDM (Poster and Industry Proceedings) 2012: 61-66 - [c25]Atta Badii, Mathieu Einig:
MediaEval 2012 Visual Privacy Task: Privacy, Intelligibility through Pixellation and Edge Detection. MediaEval 2012 - [c24]Atta Badii, Tomas Piatrik, Mathieu Einig, Chattun Lallah:
Overview of MediaEval 2012 Visual Privacy Task. MediaEval 2012 - [c23]Atta Badii, Mathieu Einig, Marco Tiemann, Daniel Thiemert, Chattun Lallah:
Visual context identification for privacy-respecting video analytics. MMSP 2012: 366-371 - 2011
- [c22]Antonio Kung, Francesco Furfari, Mohammad-Reza Tazari, Atta Badii, Petra Turkama:
Workshop: Integration of AMI and AAL Platforms in the Future Internet (FI) Platform Initiative. AmI Workshops 2011: 206-212 - [c21]Claire A. G. J. Huijnen, Atta Badii, Herjan van den Heuvel, Praminda Caleb-Solly, Daniel Thiemert:
"Maybe It Becomes a Buddy, But Do Not Call It a Robot" - Seamless Cooperation between Companion Robotics and Smart Homes. AmI 2011: 324-329 - [c20]Antonio Kung, Francesco Furfari, Mohammad-Reza Tazari, Atta Badii, Petra Turkama:
Workshop: Integration of AMI and AAL Platforms in the Future Internet (FI) Platform Initiative. AmI 2011: 371-373 - [p2]Atta Badii, Chattun Lallah, Meng Zhu, Michael Crouch:
Using a Network of Scalable Ontologies for Intelligent Indexing and Retrieval of Visual Content. Information Retrieval and Mining in Distributed Environments 2011: 233-248 - [p1]Atta Badii, Chattun Lallah, Meng Zhu, Michael Crouch:
Semi-automatic Knowledge Extraction, Representation, and Context-Sensitive Intelligent Retrieval of Video Content Using Collateral Context Modelling with Scalable Ontological Networks. Multimedia Analysis, Processing and Communications 2011: 459-474 - 2010
- [j8]Atta Badii, Daniel Thiemert:
A framework towards a multi-modal fingerprinting scheme for multimedia assets. Int. J. Bus. Inf. Syst. 6(1): 133-149 (2010) - [j7]Atta Badii, David Fuschi, Meng Zhu:
Migrating from Process Automation to Process Management Support: A Holistic Approach to Software Engineering applied to Media Production. J. Multim. 5(2): 104-109 (2010) - [c19]Julian Schütte, Nicolai Kuntze, Andreas Fuchs, Atta Badii:
Authentic Refinement of Semantically Enhanced Policies in Pervasive Systems. SEC 2010: 90-102
2000 – 2009
- 2009
- [j6]Atta Badii, Chattun Lallah, Meng Zhu, Michael Crouch:
Semi-automatic knowledge extraction, representation and context-sensitive intelligent retrieval of video content using collateral context modelling with scalable ontological networks. Signal Process. Image Commun. 24(9): 759-773 (2009) - [c18]Atta Badii, Meng Zhu, Chattun Lallah, Michael Crouch:
Semantic-driven context-aware visual information indexing and retrieval: Applied in the film post-production domain. CIVI 2009: 44-51 - [c17]Shafqat Hameed, Ahmad Raza, Atta Badii, Shane Lee:
Converged Next Generation Network Architecture & Its Reliability. ECMS 2009: 693-707 - [c16]Atta Badii, Chattun Lallah, Meng Zhu, Michael Crouch:
The DREAM Framework: Using a Network of Scalable Ontologies for Intelligent Indexing and Retrieval of Visual Content. Web Intelligence/IAT Workshops 2009: 551-554 - [c15]Atta Badii, Alistair Carter, Adam Handzlik, Slobodan Bojanic, Tomasz Englert, Davan Patel, Vukasin Pejovic, Artur Chorazyczewski, Khurram Hameed, Zorana Bankovic:
Real-Time Context-Aware Network Security Policy Enforcement System (RC-NSPES). ICNS 2009: 112-121 - [c14]Vukasin Pejovic, Slobodan Bojanic, Carlos Carreras, Atta Badii:
A Practical Method for Testing High-Speed Networking Hardware Architectures. ICNS 2009: 122-130 - [c13]Adedayo Adetoye, Atta Badii:
A Policy Model for Secure Information Flow. ARSPA-WITS 2009: 1-17 - [c12]Atta Badii, David Fuschi, Ali Khan, Adedayo Adetoye:
Accessibility-by-Design: A Framework for Delivery-Context-Aware Personalised Media Content Re-purposing. USAB 2009: 209-226 - 2008
- [j5]Shahneel Baray, Shafqat Hameed, Atta Badii:
Analysing the factors responsible for effectiveness of implementation and integration of enterprise resource planning systems in the printing industry. J. Enterp. Inf. Manag. 21(2): 139-161 (2008) - [c11]Atta Badii, Ali Khan, Adedayo Adetoye, David Fuschi:
High Resolution Digital Media Personalisation for All Delivery Context Device Agents. DMS 2008: 59-64 - [c10]Richard Adderley, Atta Badii, Chaoxin Wu:
The Automatic Identification and Prioritisation of Criminal Networks from Police Crime Data. EuroISI 2008: 5-14 - [c9]Zorana Bankovic, Slobodan Bojanic, Octavio Nieto-Taladriz, Atta Badii:
Unsupervised Genetic Algorithm Deployed for Intrusion Detection. HAIS 2008: 132-139 - 2007
- [j4]Shafqat Hameed, John Mellor, Atta Badii, Niyati Patel, Andrea J. Cullen:
Factors mediating the routinisation of e-learning within a traditional university education environment. Int. J. Electron. Bus. 5(2): 160-175 (2007) - [j3]Meng Zhu, Atta Badii:
Semantic-associative visual content labelling and retrieval: A multimodal approach. Signal Process. Image Commun. 22(6): 569-582 (2007) - [c8]Meng Zhu, Atta Badii:
Multimodal Semantic-Associative Collateral Labelling and Indexing of Still Images. CBMI 2007: 173-180 - [c7]Zorana Bankovic, Slobodan Bojanic, Octavio Nieto-Taladriz, Atta Badii:
Increasing Detection Rate of User-to-Root Attacks Using Genetic Algorithms. SECURWARE 2007: 48-53 - [c6]Atta Badii, Chattun Lallah, Oleksandr Kolomiyets, Meng Zhu, Michael Crouch:
KAIFIA: Knowledge Assisted Intelligent Framework for Information Access. TMRA 2007: 226-236 - [c5]Meng Zhu, Atta Badii:
Collaterally Cued Labelling Framework Underpinning Semantic-Level Visual Content Descriptor. VISUAL 2007: 379-390 - 2006
- [c4]Atta Badii, Maulik Sailor, R. R. Nair:
Profiling Management for Personalised Multimedia Delivery On-Demand within the AXMEDIS Framework. AXMEDIS 2006: 35-44 - [c3]Kia Ng, Atta Badii, Maulik Sailor, Bee Ong, Royce J. Neagle, Garry Quested:
AXMEDIS Programme and Publication Tools Integration with Workflow-Enabled Communication and Process Control. AXMEDIS 2006: 110-120 - 2004
- [j2]Amir M. Sharif, Tony Elliman, Peter E. D. Love, Atta Badii:
Integrating the IS with the enterprise: key EAI research challenges. J. Enterp. Inf. Manag. 17(2): 164-170 (2004) - [j1]Atta Badii:
Online point-of-click Web usability mining with (C-Assure Co-design methodology). J. Enterp. Inf. Manag. 17(4): 291-300 (2004) - 2003
- [c2]Wolf-Tilo Balke, Atta Badii:
Assessing Web services quality for call-by-call outsourcing. WISE Workshops 2003: 173-181 - 2001
- [c1]Weidong Zhang, Atta Badii:
An Integrated Architecture for Web-Based Enterprise Document Management Systems. ICEIS (2) 2001: 978-983
Coauthor Index
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