Publications

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Articles (peer-reviewed)

• A.U. Rahman, G. Tikhonov, J. Oksanen, T. Rossi, O. Ovaskainen. Accelerating joint species distribution modelling with Hmsc-HPC by GPU porting. PLOS Computational Biology. August 2024.

• J.L. Gordillo, P. Lauha, A. Lehtiö, O. Nokelainen, A.U. Rahman, A. Souza, J. Talaskivi, G. Tikhonov, A. Vancraeyenest, O. Ovaskainen. Prototype biodiversity digital twin: Real-time bird monitoring with citizen science data. ARPHA Preprints. April 2024.

• Huo, D., A.W. Malik, S.D. Ravana, A.U. Rahman, I. Ahmedy. Mapping smart farming: Addressing agricultural challenges in data-driven era. Renewable and Sustainable Energy Reviews. 189 (Part A), 113858. January 2024. [Q1][IF=15.9]

• Ali, M., A.W. Malik, A.U. Rahman. Clustering-based re-routing framework for network traffic congestion avoidance on urban vehicular roads. The Journal of Supercomputing. 79, 21144-21165. June 2023. [Q2][IF=3.3]

• Malik, A.W., Z. Anwar, A.U. Rahman. A novel framework for studying the business impact of ransomware on connected vehicles. IEEE Internet of Things Journal. 10(10): 8348-8356. May 2023. [Q1][IF=10.6]

• Alvi U., A.W. Malik, A.U. Rahman, M.A. Khan, S.U. Khan. Predicting device anomalous condition in a collaborated industrial environment. IEEE Transactions of Industrial Informatics. April 2023. Accepted. [IF=12.3]

• Qamar, M., S. Qamar, M. Muneeb, S.-H. Bae, A.U. Rahman. Saliency prediction in uncategorized videos based on audio-visual correlation. IEEE Access. 11:15460-15470. February 2023. [Q1][IF=3.9]

• Shabir, B., A.U. Rahman, A.W. Malik, R. Buyya, M.A. Khan. A federated multi-agent deep reinforcement learning for vehicular fog computing. The Journal of Supercomputing. October 2022. [Q2][IF=3.3]

• Kalsoom, N., A.W. Malik, A.U. Rahman, M. Ahsan, A. Ahmad. SUDV: Malicious fog node management framework for software update dissemination in connected vehicles. The Journal of Supercomputing. 79:4534-4555. October 2022. [Q2][IF=3.3]

• Shabir, B., A.U. Rahman, A.W. Malik, M.A. Khan. On collective intellect for task offloading in vehicular fog paradigm. IEEE Access. 10:101445-101457, September 2022. [Q1][IF=3.9]

• Malik, A.W., A.U. Rahman, A. Ahmad, M.M.D. Santos. Over-the-air software-defined vehicle updates using federated fog environment. IEEE Transactions on Network and Service Management. 19(4):5078-5089. June 2022. [Q1][IF=5.3]

• Chopra, A., A.U. Rahman, A.W. Malik, S.D. Ravana. Adaptive learning-based vehicle-to-vehicle opportunistic resource sharing framework. IEEE Internet of Things Journal. 9(14):12497-12504. December 2021. [Q1][IF=10.6]

• Santos, M.M., J. Hoffmann, H. Tosso, A.U. Malik, A.U. Rahman, J. Justo. Real-time adaptive object localization and tracking for autonomous vehicles. IEEE Transactions on Intelligent Vehicles. 6(3):450-459. September 2021. [Q1][IF=8.2]

• Malik, A.W., A.U. Rahman, M. Ali, M.M. Santos. Symbiotic robotics network for efficient task offloading in smart industries. IEEE Transactions on Industrial Informatics. 17(7):4594-4601. July 2021. [Q1][IF=12.3]

• El Bendali, A., A.U. Rahman, A.W. Malik, M.A. Khan, S.D. Ravana. On-demand multi-hop forwarding for sustainable vehicular data transfer network. International Journal of Distributed Sensor Networks. 17(5): 1-13. October 2019. [Q3][IF=2.3]

• Iqbal, S., R.M. Noor, A.W. Malik, A.U. Rahman. Blockchain-enabled adaptive learning-based resource sharing framework for IIoT environment. IEEE Internet of Things Journal. April 2021. [Q1][IF=10.6]

• Tahir, Y., A.U. Rahman, S.D. Ravana. An affect-based classification of emotions associated with images of food. Food Measurement and Characterization. 15(1):519-530. February 2021. [IF=3.4]

• Kabaaj, S., A.U. Rahman, A.W. Malik, A.I. Baba, S.D. Ravana. Path-based opportunistic forwarding in disconnected industrial environment. Vehicular Communications. 27:100302. January 2021. [Q1][IF=6.7]

• Malik, A.W., T. Qayyum, A.U. Rahman, M.A. Khan, S.U. Khan. xFogSim: A distributed resource management framework for IoT services in fog federation. IEEE Transactions on Sustainable Computing. 6(4):691-702. September 2020. [Q1][IF=3.9]

• Mahmood, I., M. Mobeen, A.U. Rahman, S. Younis, A.W. Malik, M.M. Fraz, Kafait Ullah. Modeling, simulation and forecasting of wind power plants using agent-based approach. Journal of Cleaner Production. 276:124172. September 2020. [Q1][IF=11.1]

• Badarneh, H.J., A.M. Mansoor, A.U. Rahman, S.D. Ravana. An efficient indexing framework for data dissemination in wireless sensor networks. Computers & Electrical Engineering. 87:106777. July 2020. [Q1][IF=4.3]

• Bashir, B., A.W. Malik, A.U. Rahman, S.Iqbal, P.R. Cleary, A. Ikram. MedCloud: Cloud-based disease surveillance and information management system. IEEE Access. 8(1):81271-81282. April 2020. [Q1][IF=3.9]

• Iqbal, S., A.W. Malik, A.U. Rahman, R.M. Noor. Blockchain-based Reputation Management for Task Offloading in Micro-level Vehicular Fog Network. IEEE Access. 8:52968-52980. March 2020. [Q1][IF=3.9]

• Madan, N., A.W. Malik, A.U. Rahman, S.D. Ravana. On-demand resource provisioning for vehicular networks using flying fog. Vehicular Communication. 25:100252. October 2020. [Q1][IF=6.7]

• Sharmin, Z., A.W. Malik, A.U. Rahman, R.M. Noor. Towards sustainable micro-level fog federated load-sharing in internet of vehicles. IEEE Internet of Things Journal. 7(4):3614-3622. February 2020. [Q1][IF=10.6]

• Rahman, A.U., A.W. Malik, V. Sati, A. Chopra, S.D. Ravana. Context-aware opportunistic computing in vehicle-to-vehicle networks. Vehicular Communications. 24:100236. August 2020. [Q1][IF=6.7]

• A.W. Malik, A.U. Rahman, T. Qayyum, S.D. Ravana. Leveraging fog computing for sustainable smart farming using distributed simulation. IEEE Internet of Things Journal. 7(4):3300-3309. January 2020. [Q1][IF=10.6]

• Kanwal, M., A.W. Malik, A.U. Rahman, I. Mahmood, M. Shahzad. A sustainable vehicle-assisted big data migration for smart cities. IEEE Internet of Things Journal. 7(3):1857-1871. October 2019. [Q1][IF=10.6]

• Shabir, B., M.A. Khan, A.U. Rahman, A.W. Malik. Congestion avoidance in vehicular networks: A contemporary survey. IEEE Access. 7(1):173196-173215. November 2019. [Q1][IF=3.9]

• Tahira, M., S. Mehboob, A.U. Rahman, O. Arif. CrowdFix: An eyetracking dataset of real life crowd videos. IEEE Access. 7(1):179002-179009. November 2019. [Q1][IF=3.9]

• Khan, M.A., M.A. Khan, A.U. Rahman, A.W. Malik, S.A. Khan. Exploiting cooperative sensing for accurate target tracking in industrial internet of things. International Journal of Distributed Sensor Networks. 15(12):1-10. October 2019. [Q3][IF=2.3]

• Tayyaba, Z., A.W. Malik, A.U. Rahman, M.M. Fraz. A vehicular network based intelligent transport management framework for smart cities. International Journal of Distributed Sensor Networks. 15(11):1-13. October 2019. [Q3][IF=2.3]

• Elahi, B., A.W. Malik, A.U. Rahman, M.A. Khan. Towards scalable cloud data center simulation using high level architecture. Software: Practice and Experience. 50(6):827-843. September 2019. [Q2][IF=3.5]

• Qadeer, A., A.W. Malik, A.U. Rahman, A. Ahmad. Virtual infrastructure orchestration for cloud service deployment. The Computing Journal. 63(2):295–307. September 2018. [Q4][IF=1.4]

• Haseeb, M., A.W. Malik, A.U. Rahman, M.M. Hamayun. Towards distributed heterogeneous simulation using internet of things. IEEE Internet of Things Journal. 6(6):10472-10482. August 2019. [Q1][IF=10.6]

• Zaheer, S., A.W. Malik, A.U. Rahman, S.A. Khan. Locality-aware process placement for parallel and distributed simulation in cloud data centers. Journal of Supercomputing. 75(1):7723–7745. August 2019. [Q2][IF=3.3]

• Ali, M., A.W. Malik, A.U. Rahman, S. Iqbal, M.M. Hamayun. Position based emergency messages dissemination for internet of vehicles. International Journal of Distributed Sensor Networks. 15 (7):1-12. May 2019. [Q3][IF=2.3]

• Shah, S., A.W. Malik, A.U. Rahman, S. Iqbal, S.U. Khan. Time barrier based emergency message dissemination in vehicular ad-hoc networks. IEEE Access. 7:16494–16503. Jan 2019. [Q1][IF=3.9]

• Bhatti, A.H., A.U. Rahman, A.A Butt. Unsupervised video object segmentation using conditional random fields. Signal Image and Video Processing. 13(1):9–16. June 2018. [Q3][IF=2.3]

• Khan, N., A.U. Rahman. Rethinking the mini-map: A navigational aid to support development of spatial knowledge in urban game environments. International Journal of Human Computer Interaction. 34(10):1135–1147. September 2018. [IF=4.7]

• Mujahid, T., A.U. Rahman, M.M. Khan. GPU-accelerated multivariate empirical mode decomposition for massive neural data processing. IEEE Access. 5(1):8691–8701. May 2017. [Q1][IF=3.9]

• Rahman, A.U., D. Pellerin, D. Houzet. Perception of faces in videos: Impact of location and number. Journal of Eye Movement Research. 7(2):1–11. Apr 2014. [Q4][IF=2.1]

• Marat, S., A.U. Rahman, D. Pellerin, N. Guyader, D. Houzet. Improving visual saliency by adding ‘face feature map’ and ‘center bias’. Cognitive Computation. 5(1):63–75. June 2012. [Q1][IF=5.4]

• Rahman, A.U., D. Houzet, D. Pellerin, S. Marat, N. Guyader. Parallel implementation of a spatio-temporal visual saliency model. Journal of Real-Time Image Processing. 6(1):3–14. June 2010. [Q2][IF=3.0]

Conferences (peer-reviewed)

• Tikhonov, G., A.U. Rahman, J. Oksanen, T. Rossi, O. Ovaskainen. 1000x faster flexible Joint Species Distribution Modelling: Hmsc-HPC package for efficient GPU deployment. In ISEC’24: International Statistical Ecology Conference, July 2024.

• Rahman, A.U., A.W. Malik, H.A. Khattak, M. Aloqaily. Task offloading using multi-armed bandit optimization in autonomous mobile robots. In INFOCOM‘23: IEEE Conference on Computer Communications Workshops, June 2023.

• Dongyang, H., S.D. Ravana, A.W. Malik, A.U. Rahman, I. Ahmedy. Towards smart farming: Simulation framework to exploit network connectivity for end-to-end data transmission. In SKIMA’22: IEEE 14th International Conference on Software, Knowledge, Information Management and Applications, December 2022.

• Iftikhar, A., A.W. Malik, A.U. Rahman, S.U. Khan. VDAG: A vehicle-to-vehicle opportunistic resource sharing framework for dependent tasks. In HONET’22: IEEE 19th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), October 2022.

• Shabir, B., A.W. Malik, A.U. Rahman, M.A. Khan, Z. Anwar. A reliable learning based task offloading framework for vehicular edge computing. In ICoDT2: 2nd International Conference on Digital Futures and Transformative Technologies, June 2022.

• Dongyang, H., S.D. Ravana, A.W. Malik, A.U. Rahman, I. Ahmedy. Transformation of traditional farming to smart farming in the context of the internet of things. In: SIRKM’22: Seminar on Information Retrieval and Knowledge Management, March 2022.

• Butt, M.Q., A.U. Rahman. Audiovisual saliency prediction in uncategorized video sequences based on audio-video correlation. In: ECVP 2021: European Conference on Visual Perception, January 2022.

• Malik, M., A.U. Rahman. Exploiting class hierarchies for large-scale scene classification using hybrid discriminative approach. In: ICCT 2018: International Conference on Communication Technology, October 2018.

• Khan, M.B, A.U. Rahman. Large-scale image geo-tagging using affective classification. In: ICCT 2018: International Conference on Communication Technology, October 2018.

• Ali, S., M.A. Khan, J. Ahmad, A.W. Malik, A.U. Rahman. Detection and prevention of black hole attacks in IoT & WSN. In: FMEC 2018: International Conference on Fog and Mobile Edge Computing, April 2018.

• Nadeem, S., A.U. Rahman, A. Butt. A framework to combine multi-object tracking segmentation. In: DICTA 2017: International Conference on Digital Image Computing: Techniques and Applications, December 2017.

• Razzaq, S., A.U. Rahman. An unsupervised hybrid approach for fatigue detection and quantification. In: INMIC 2017: International Multitopic Conference, December 2017.

• Bhatti, A., A.U. Rahman, A. Butt. Video segmentation using spectral clustering. In: ICIP 2016: The International Conference on Image Processing, August 2016.

• Rahman, A.U., D. Pellerin, D. Houzet. Face perception: Influence of location and number in videos. In: WIAMIS 2012: The 13th International Workshop on Image Analysis for Multimedia Interactive Services, May 2012.

• Rahman, A.U., G. Song, D. Pellerin, D. Houzet. Spatio-temporal fusion of visual attention model. In: EUSIPCO 2011: European Signal Processing Conference, September 2011.

• Rahman, A.U., D. Houzet, D. Pellerin, L. Agud. GPU implementation of motion estimation for visual saliency. In: DASIP 2010: Conference on Design & Architectures for Signal & Image Processing, October 2010.

• Houzet, D., S. Huet, A.U. Rahman. SysCellC: A data-flow programming model on multi-GPU. In: ICCS 2010: International Conference on Computational Science, May 2010.

Book Chapters

• Zaheer, T., S. Iqbal, A.W. Malik, A.U. Rahman, Z. Sharmin. Vehicle-assisted framework for delay-sensitive applications in smart cities. Communication technologies for networked smart cities.

• Khan, A., A. Ahmad, A.U. Rahman, A. Alkhalil. A mobile cloud framework for context-aware and portable recommender system for smart markets. Smart infrastructure and applications: Foundations for smarter cities and societies.

• Qamar, M., M. Malik, S. Batool, S. Mehmood, A.W. Malik, A.U. Rahman. Centralized to decentralized social networks: Factors that matter. Managing and Processing Big Data in Cloud Computing.

• Rahman, A.U., D. Houzet, D. Pellerin. Visual saliency model on multi-GPU. GPU Computing Gems Emerald Edition.

Reports

• Rahman A.U., 2009: Parallelization of visual perception model, Universit'e Grenoble Alpes

• Rahman A.U., 2007: A Computer Based System for Statistical Analysis of Departmental Information Gomal University D.I.Khan, Gomal University

PhD Thesis

• Rahman A.U., 2013: Face perception in videos: Contributions to a visual saliency model and its implementation on GPUs, Universit'e Grenoble Alpes