Computer Science and Informatics

2024

A blood-free modeling approach for the quantification of the blood-to-brain tracer exchange in TSPO PET imaging

Maccioni, L., Michelle, C. M., Brusaferri, L., Silvestri, E., Bertoldo, A., Schubert, J. J., Nettis, M. A., Mondelli, V., Howes, O., Turkheimer, F. E., Bottlaender, M., Bodini, B., Stankoff, B., Loggia, M. L. & Veronese, M., 22 Jul 2024, In: Frontiers in Neuroscience. 18, p. 1395769 1395769.

Research output: Contribution to journal › Article › peer-review

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1 Citation (Scopus)

Age-related changes in the primary auditory cortex of newborn, adults and aging bottlenose dolphins (Tursiops truncatus) are located in the upper cortical layers

Graïc, J., Vadori, V., Grisan, E., Corain, L., Finos, L., Vadori, V., Gerussi, T., Orekhova, K., Centelleghe, C., Cozzi, B. & Peruffo, A., 5 Jan 2024, In: Frontiers in Neuroanatomy. 17, 1330384.

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Design and Implementation of Lightweight Certificateless Secure Communication Scheme on Industrial NFV-Based IPv6 Virtual Networks

Ashraf, Z., Sohail, A. & Iqbal, M., 5 Jul 2024, In: Electronics. 13, 13, p. 2649 2649.

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2 Citations (Scopus)

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Early virtual science museums: when the technology is not mature

Bowen, J., Borda, A., Gaia, G. & Boiano, S., 2 Apr 2024, In: Internet Histories. 8, 1-2, p. 9-33 25 p.

Research output: Contribution to journal › Article › peer-review

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2 Citations (Scopus)

Federated Learning for Energy Efficiency in 6G

Bashir, S., Dagiuklas, T., Kassai, K. & Iqbal, M., 22 Dec 2024, In: Wireless World Research and Trends Magazine. 7 p.

Research output: Contribution to journal › Article › peer-review

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MM DialogueGAT- A Fusion Graph Attention Network for Emotion Recognition using Multi-model System

Alam, M., 5 Jan 2024, In: IEEE Access. 12, p. 150941-150952 12 p.

Research output: Contribution to journal › Article › peer-review

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1 Citation (Scopus)

Moving Healthcare AI Support Systems for Visually Detectable Diseases to Constrained Devices

Watt, T., Chrysoulas, C., Barclay, P., El Boudani, B. & Kalliatakis, G., 10 Dec 2024, In: Applied Sciences. 14, 24, 11474.

Research output: Contribution to journal › Article › peer-review

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Multi-kernel inception aggregation diffusion network for tomato disease detection

Sun, H., Fan, C., Gai, X., Al-Absi, M. A., Wang, S., Alam, M., Wang, X. & Fu, R., 13 Nov 2024, (E-pub ahead of print) In: BMC Plant Biology. 24, 1, 12 p., 1069.

Research output: Contribution to journal › Article › peer-review

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Photothermal Radiometry Data Analysis by Using Machine Learning

Xiao, P. & Chen, D., 9 May 2024, In: Sensors. 24, 10, p. 3015 3015.

Research output: Contribution to journal › Article › peer-review

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2 Citations (Scopus)

2023

A digital life-cycle management framework for sustainable smart manufacturing in energy intensive industries

Chinnathai, M. K. & Alkan, B., 27 Jul 2023, In: Journal of Cleaner Production. 419, 138259.

Research output: Contribution to journal › Article › peer-review

Open Access

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29 Citations (Scopus)

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A Double-Layer Blockchain Based Trust Management Model for Secure Internet of Vehicles

Alam, M., 12 May 2023, In: Sensors. 23, 10, p. 4699 4699.

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6 Citations (Scopus)

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A Novel 6G Conversational Orchestration Framework for Enhancing Performance and Resource Utilization in Autonomous Vehicle Networks

Iqbal, M., 23 Aug 2023, In: Sensors. 23, 17, p. 7366 7366.

Research output: Contribution to journal › Article › peer-review

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A novel DSP zebrafish model reveals training- and drug-induced modulation of arrhythmogenic cardiomyopathy phenotypes

Grisan, E., Celeghin, R., Risato, G., Beffagna, G., Cason, M., Bueno Marinas, M., Della Barbera, M., Facchinello, N., Giuliodori, A., Brañas Casas, R., Caichiolo, M., Vettori, V., Rizzo, S., Dalla Valle, L., Francesco, A., Thiene, G., Tiso, N., Pilichou, K. & Basso, N., 6 Dec 2023, In: Cell Death Discovery. 9, 1, 441.

Research output: Contribution to journal › Article › peer-review

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3 Citations (Scopus)

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A Novel Energy-Efficient Reservation System for Edge Computing in 6G Vehicular Ad Hoc Network

Iqbal, M., 22 Jun 2023, In: Sensors. 23, 13, p. 5817 5817.

Research output: Contribution to journal › Article › peer-review

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8 Citations (Scopus)

Artificial Intelligence enabled histological prediction of remission or activity and clinical outcomes in ulcerative colitis

Grisan, E., Lacucci, M., Parigi, T. L., Del Amor, R., Meseguer, P., Mandelli, G., Bozzola, A., Bazarova, A., Bhandari, P., Bisschops, R., Danese, S., de Hertogh, G., Ferraz, J. G., Goetz, M., Gui, X., Hayee, B., Kiesslich, R., Lazarev, M., Panaccione, R. & Parra-Blanco, A. & 9 others, Pastorelli, L., Rath, T., Synnøve Røyset, E., Tontini, G. E., Vath, M., Zardo, D., Ghosh, S., Naranjo, V. & Villanacci, V., 3 Mar 2023, In: Gastroenterology. 164, 7, p. 1180-1188.e2

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61 Citations (Scopus)

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Cytoarchitectureal changes in hippocampal subregions of the NZB/W F1 mouse model of lupus

Graïc, J.-M., Finos, L., Vadori, V., Cozzi, B., Luisetto, R., Gerussi, T., Gatto, M., Doria, A., Grisan, E., Corain, L. & Peruffo, A., 6 Jul 2023, In: Brain, Behavior and Immunity. 32, 11 p., 100662.

Research output: Contribution to journal › Article › peer-review

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3 Citations (Scopus)

Lightweight Privacy-Preserving Remote User Authentication and Key Agreement Protocol for Next-Generation IoT-Based Smart Healthcare

Iqbal, M., 1 Jan 2023, In: Future Internet. 15, 12, 386.

Research output: Contribution to journal › Article › peer-review

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4 Citations (Scopus)

Multi-directional gated recurrent unit and convolutional neural network for load and energy forecasting: A novel hybridization

Alam, M., 15 Jun 2023, In: AIMS Mathematics. 8, 9, p. 19993-20017 25 p.

Research output: Contribution to journal › Article › peer-review

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7 Citations (Scopus)

Neuroimmune activation and increased brain aging in chronic pain patients after the COVID-19 pandemic onset

Brusaferri, L., Alshelh, Z., Schnieders, J. H., Sandström, A., Mohammadian, M., Morrissey, E. J., Kim, M., Chane, C. A., Grmek, G. C., Murphy, J. P., Bialobrzewski, J., DiPietro, A., Klinke, J., Zhang, Y., Torrado-Carvajal, A., Mercaldo, N., Akeju, O., Wu, O., Rosen, B. R. & Napadow, V. & 2 others, Hadjikhani, N. & Loggia, M. L., 12 Dec 2023, In: Brain, Behavior and Immunity. 116, p. 259-266 8 p.

Research output: Contribution to journal › Article › peer-review

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1 Citation (Scopus)

Novel Parameter-Free and Parametric Same Degree Distribution-based Dimensionality Reduction Algorithms for Trustworthy Data Structure Preserving

Hajderanj, L., Chen, D. & Dudley-mcevoy, S., 22 Dec 2023, In: Information Sciences. 661, p. 120030 120030.

Research output: Contribution to journal › Article › peer-review

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1 Citation (Scopus)

Skin Capacitive Image Stitching and Occlusion Measurements

Chen, D. & Xiao, P., 15 Feb 2023, In: Cosmetics. 10, 1, p. 32 32.

Research output: Contribution to journal › Article › peer-review

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2022

A Hybrid Extreme Learning Machine Model with Harris Hawks Optimisation Algorithm: An Optimised Model for Product Demand Forecasting Applications

Chaudhuri, K. D. & Alkan, B., 26 Jan 2022, In: Applied Intelligence. 52, 10, p. 11489-11505 17 p.

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26 Citations (Scopus)

An Adaptive Registration Algorithm for Zebrafish Larval Brain Images

Grisan, E., Deb, S., Tiso, N. & Chowdhury, A. S., 24 Jan 2022, In: Computer Methods and Programs in Biomedicine. 216, p. 106658 106658.

Research output: Contribution to journal › Article › peer-review

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An effective context-focused hierarchical mechanism for task-oriented dialogue response generation

Chen, D., 26 Jul 2022, In: Computational Intelligence. 38, 5, p. 1831-1858 28 p.

Research output: Contribution to journal › Article › peer-review

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1 Citation (Scopus)

An End-to-End Big Data Analytics Platform for IoT-enabled Smart Factories: A Case Study of Battery Module Assembly System for Electric Vehicles

Kahveci, S., Alkan, B., Ahmad, M. & Harrison, R., 31 Mar 2022, In: Journal of Manufacturing Systems. 63, p. 214-223 10 p.

Research output: Contribution to journal › Article › peer-review

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38 Citations (Scopus)

A Virtual Chromoendoscopy Artificial Intelligence system to detect endoscopic and histologic activity/remission and predict clinical outcomes in Ulcerative Colitis

Del amor, R., Grisan, E., Iacucci, M., Cannatelli, R., Parigi, T. L., Nardone, O., Tontini, G. E., Labarile, N., Buda, A., Rimondi, A., Bazarova, A., Bisschops, R., Meseguer, P., Naranjo, V., PICaSSO Group & Ghosh, S., 13 Oct 2022, In: Endoscopy. 55, 4, p. 332-341 10 p.

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42 Citations (Scopus)

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Computer-Aided Imaging Analysis of Probe-Based Confocal Laser Endomicroscopy With Molecular Labeling and Gene Expression Identifies Markers of Response to Biological Therapy in IBD Patients: The Endo-Omics Study

Grisan, E., Iacucci, M., Jeffery, L., Acharjee, A., Buda, A., Nardone, O., Smith, S. C. L., Labarile, N., Zardo, D., Ungar, B., Hunter, S., Mao, R., Cannatelli, R., Shivaji, U., Parigi, T. L., Reynolds, G. M., Gkoutos, G. V. & Ghosh, S., 15 Nov 2022, In: Inflammatory Bowel Diseases. p. 1-12

Research output: Contribution to journal › Article › peer-review

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Constrained Multiple Instance Learning for Ulcerative Colitis prediction using Histological Images

Grisan, E., Del Amor, R., Meseguera, P., Parigi, T. L., Villanacci, V., Colomer, A., Launet, L., Bazarova, A., Tontini, G. E., Bisschops, R., de Hertogh, G., Ferraz, J. G., Götz, M., Gui, X., Hayee, B., Lazarev, M., Panaccione, R., Parra-Blanco, A., Bhandari, P. & Pastorelli, L. & 7 others, Rath, T., Synnøve Røyset, E., Vieth, M., Zardo, D., Ghosh, S., Lacucci, M. & Naranjo, V., 9 Jul 2022, In: Computer methods and programs in biomedicine. 224, p. 107012 107012.

Research output: Contribution to journal › Article › peer-review

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20 Citations (Scopus)

Few-shot Object Recognition based on Three-Way Decision and Active Learning

Chen, D., 15 Feb 2022, In: Visual Computer.

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PICaSSO Histologic Remission Index (PHRI) in Ulcerative Colitis – Development of a Novel Simplified Histological Score for Monitoring Mucosal Healing and Predicting Clinical Outcomes and its Applicability in an Artificial Intelligence System

Grisan, E., Del Amor, R., Bisschops, R., Naranjo, V., Gui, X., Bazarova, A., Vieth, M., de Hertogh, G., Villanacci, V., Zardo, D., Parigi, T. L., Røyset, E., Shivaji, U., Monica, M. A. T., Mandelli, G., Bhandari, P., Danese, S., Ferraz, J., Hayee, B. & Lazarev, M. & 9 others, Parra-Blanco, A., Pastorelli, L., Panaccione, R., Rath, T., Tontini, G. E., Ralf, H., Naranjo, V., Ghosh, S. & Iacucci, M., 16 Feb 2022, In: Gut. 71, 5, p. 889-898 10 p.

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90 Citations (Scopus)

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Predicting functional impairment trajectories in amyotrophic lateral sclerosis: a probabilistic, multifactorial model of disease progression.

Grisan, E., Tavazzi, E., Daberdaku, S., Zandonà, A., Vasta, R., Nefussy, B., Lunetta, C., Mora, G., Mandrioli, J., Tarlarini, C., Calvo, A., Moglia, C., Drory, V., Gotkine, M., Chiò, A., Di Camillo and Piemonte, B. & Valle d’Aosta Register for ALS (PARALS), for the Emilia Romagna Registry for ALS (ERRALS), 10 Mar 2022, In: Journal of neurology. 269, 7, p. 3858-3878 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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19 Citations (Scopus)

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Securing IoT based Maritime Transportation System through Entropy-based Dual-Stack Machine Learning Framework

Iqbal, M., 20 Jun 2022, In: IEEE Transactions on Intelligent Transportation Systems. 24, 2, p. 2482-2491 10 p.

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11 Citations (Scopus)

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Securing Low-Power Blockchain-Enabled IoT Devices Against Energy Depletion Attack

Iqbal, M., 28 Mar 2022, In: ACM Transactions on Internet Technology. 23, 3, 43.

Research output: Contribution to journal › Article › peer-review

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13 Citations (Scopus)

The primary visual cortex of Cetartiodactyls: organization, cytoarchitectonics and comparison with perissodactyls and primates.

Graïc, J., Grisan, E., Peruffo, A., Corain, L., Finos, L. & Cozzi, B., May 2022, In: Brain structure & function. 227, 4, p. 1195–1225 31 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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18 Citations (Scopus)

Variational Inference for a Recommendation System in IoT Networks Based on Stein’s Identity

Alam, M., 10 Feb 2022, In: Applied Sciences. 12, 4, p. e1816 1816.

Research output: Contribution to journal › Article › peer-review

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2 Citations (Scopus)

2021

6G Vision: Toward Future Collaborative Cognitive Communication (3C) Systems

Iqbal, M., 25 Jun 2021, In: IEEE Communications Standards Magazine. 5, 2, p. 60-67 8 p., 9464917.

Research output: Contribution to journal › Article › peer-review

20 Citations (Scopus)

A Dynamic and Scalable User-centric Route Planning Algorithm Based on Polychromatic Sets Theory

Wang, X. & Iqbal, M., 7 Jun 2021, In: IEEE Transactions on Intelligent Transportation Systems. 23, 3, p. 2762-2772 11 p.

Research output: Contribution to journal › Article › peer-review

26 Citations (Scopus)

An Effective Conversion of Visemes to Words for High-Performance Automatic Lipreading.

Fenghour, S., Chen, D. & Xiao, P., 26 Nov 2021, In: Sensors. 21, 23, 7890.

Research output: Contribution to journal › Article › peer-review

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9 Citations (Scopus)

A novel data-driven approach to support decision-making during production scale-up of assembly systems

Chinnathai, M. K., Alkan, B. & Harrison, R., 15 Apr 2021, In: Journal of Manufacturing Systems. 59, p. 577-595 19 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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13 Citations (Scopus)

Detection Efficiency Modeling and Joint Activity and Attenuation Reconstruction in Non-TOF 3-D PET from Multiple-Energy Window Data

Brusaferri, L., Emond, E. C., Bousse, A., Twyman, R., Whitehead, A. C., Atkinson, D., Ourselin, S., Hutton, B. F., Arridge, S. & Thielemans, K., 8 Mar 2021, In: IEEE Transactions on Radiation and Plasma Medical Sciences. 6, 1, p. 87-97 11 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Enhancing Transformer-based language models with Commonsense Representations for Knowledge-driven Machine Comprehension

Chen, D., 6 Mar 2021, In: Knowledge-Based Systems. 220, p. 106936 106936.

Research output: Contribution to journal › Article › peer-review

16 Citations (Scopus)

FANET: Smart city mobility off to a flying start with self‐organized drone‐based networks

Iqbal, M., 16 Oct 2021, In: IET COMMUNICATIONS. 16, 10, p. 1209-1217 9 p.

Research output: Contribution to journal › Article › peer-review

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16 Citations (Scopus)

Identifying Optimal Granularity Level of Modular Assembly Supply Chains Based on Complexity-Modularity Trade-Off

Alkan, B., 13 Apr 2021, In: IEEE Access. 9, p. 57907 - 57921 15 p., 9402733.

Research output: Contribution to journal › Article › peer-review

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3 Citations (Scopus)

ME‐MADDPG: An efficient learning‐based motion planning method for multiple agents in complex environments

Wan, K. & Chen, D., 9 Dec 2021, In: International Journal of Intelligent Systems. 37, 3, p. 2393-2427 35 p.

Research output: Contribution to journal › Article › peer-review

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37 Citations (Scopus)

Plaque Longitudinal Heterogeneity in Morphology, Property, and Mechanobiology

Paritala, P. K., Yarlagadda, T., Mendieta, J. B., Wang, J., McGahan, T., Lloyd, T., Yarlagadda, P. K. D. V. & Li, Z., 5 May 2021, In: Cerebrovascular Diseases. 50, 5, p. 510-519 10 p.

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)