Marta Chinnici

667 total citations
30 papers, 220 citations indexed

About

Marta Chinnici is a scholar working on Information Systems, Electrical and Electronic Engineering and Computer Networks and Communications. According to data from OpenAlex, Marta Chinnici has authored 30 papers receiving a total of 220 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Information Systems, 11 papers in Electrical and Electronic Engineering and 10 papers in Computer Networks and Communications. Recurrent topics in Marta Chinnici's work include Cloud Computing and Resource Management (10 papers), Green IT and Sustainability (9 papers) and IoT and Edge/Fog Computing (6 papers). Marta Chinnici is often cited by papers focused on Cloud Computing and Resource Management (10 papers), Green IT and Sustainability (9 papers) and IoT and Edge/Fog Computing (6 papers). Marta Chinnici collaborates with scholars based in Italy, United Kingdom and France. Marta Chinnici's co-authors include Sebastian Nixon, Gerardo Iovane, Gianluca Serale, Alfonso Capozzoli, Ah-Lian Kor, Jean‐Philippe Georges, Éric Rondeau, Sonja Klingert, Mohamed Lahby and Sylvain Kubler and has published in prestigious journals such as Journal of Cleaner Production, IEEE Access and Physica A Statistical Mechanics and its Applications.

In The Last Decade

Marta Chinnici

27 papers receiving 214 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Marta Chinnici Italy	9	58	51	50	39	30	30	220
Saurav Talukdar United States	8	59 1.0×	93 1.8×	98 2.0×	11 0.3×	29 1.0×	25	265
Vanessa López United States	10	45 0.8×	73 1.4×	137 2.7×	52 1.3×	26 0.9×	28	360
Peter Mandl Germany	7	34 0.6×	42 0.8×	55 1.1×	6 0.2×	37 1.2×	60	204
Peng Tang China	8	88 1.5×	72 1.4×	17 0.3×	24 0.6×	117 3.9×	64	270
N. Rajkumar India	9	32 0.6×	14 0.3×	62 1.2×	35 0.9×	29 1.0×	42	199
Yingying Ma China	9	12 0.2×	70 1.4×	60 1.2×	12 0.3×	39 1.3×	37	304
Dan Popescu Romania	8	24 0.4×	57 1.1×	84 1.7×	14 0.4×	18 0.6×	93	260
Chao Peng China	9	17 0.3×	74 1.5×	85 1.7×	7 0.2×	55 1.8×	39	282
L. Zhang China	9	14 0.2×	55 1.1×	27 0.5×	22 0.6×	85 2.8×	20	298

Countries citing papers authored by Marta Chinnici

Since Specialization

Citations

This map shows the geographic impact of Marta Chinnici's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marta Chinnici with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marta Chinnici more than expected).

Fields of papers citing papers by Marta Chinnici

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marta Chinnici. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marta Chinnici. The network helps show where Marta Chinnici may publish in the future.

Co-authorship network of co-authors of Marta Chinnici

This figure shows the co-authorship network connecting the top 25 collaborators of Marta Chinnici. A scholar is included among the top collaborators of Marta Chinnici based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marta Chinnici. Marta Chinnici is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Chinnici, Marta, et al.. (2025). Towards Energy Efficiency of HPC Data Centers: A Data-Driven Analytical Visualization Dashboard Prototype Approach. Electronics. 14(16). 3170–3170.

Chinnici, Marta, et al.. (2024). A Hybrid Deep Learning Approach for Modelling and Optimising Data Centre Energy Efficiency. Procedia Computer Science. 246. 1365–1378.

D’Elia, Ilaria, et al.. (2024). Dynamic Neural Assimilation: a deep learning and data assimilation model for air quality predictions. Discover Applied Sciences. 6(4). 2 indexed citations

Iovane, Gerardo & Marta Chinnici. (2024). Decision Support System Driven by Thermo-Complexity: Scenario Analysis and Data Visualization. Applied Sciences. 14(6). 2387–2387. 4 indexed citations

Kor, Ah-Lian, et al.. (2024). Towards Sustainability and Energy Efficiency Using Data Analytics for HPC Data Center. Electronics. 13(17). 3542–3542. 1 indexed citations

Chinnici, Marta, et al.. (2024). AI for Automating Data Center Operations: Model Explainability in the Data Centre Context Using Shapley Additive Explanations (SHAP). Electronics. 13(9). 1628–1628. 7 indexed citations

Chinnici, Marta, et al.. (2024). Digital Twin to Modeling Data Center: An enabler for holistic approach. 16–24.

Nixon, Sebastian, et al.. (2023). Machine Learning for Data Center Optimizations: Feature Selection Using Shapley Additive exPlanation (SHAP). Future Internet. 15(3). 88–88. 60 indexed citations

Rodrigues, João M. F., Pedro J. S. Cardoso, & Marta Chinnici. (2023). Artificial Intelligence Applications and Innovations: Day-to-Day Life Impact. Applied Sciences. 13(23). 12742–12742. 2 indexed citations

10.

Chinnici, Marta, et al.. (2022). Machine Learning Techniques for Renewable Energy Forecasting: A Comprehensive Review. Green energy and technology. 3–39. 13 indexed citations

11.

Kor, Ah-Lian, et al.. (2022). Exploratory data analysis for data center energy management. Leeds Beckett Repository (Leeds Beckett University). 571–580. 3 indexed citations

12.

Chinnici, Marta, Florin Pop, & Cătălin Negru. (2021). Data Science and Big Data Analytics in Smart Environments. HAL (Le Centre pour la Communication Scientifique Directe). 1 indexed citations

13.

Iovane, Gerardo, et al.. (2020). A scalable Blockchain based system for super resolution images manipulation. 8–15. 2 indexed citations

14.

Iovane, Gerardo, et al.. (2020). Decision and Reasoning in Incompleteness or Uncertainty Conditions. IEEE Access. 8. 115109–115122. 9 indexed citations

15.

Chinnici, Marta, et al.. (2017). Data Center, a Cyber-Physical System: Improving Energy Efficiency Through the Power Management. 8945. 269–272. 3 indexed citations

16.

Chinnici, Marta, et al.. (2016). Understanding “workload-related” metrics for energy efficiency in Data Center. ENEA Open Archive (National Agency for New Technologies, Energy and Sustainable Economic Development). 88. 830–837. 1 indexed citations

17.

Klingert, Sonja, et al.. (2015). Energy Efficient Data Centers. Lecture notes in computer science. 10 indexed citations

18.

Chinnici, Marta, et al.. (2014). Identifying sparse and dense sub-graphs in large graphs with a fast algorithm. Europhysics Letters (EPL). 108(5). 50006–50006. 5 indexed citations

19.

Chinnici, Marta, et al.. (2013). An Example of Methodology to Assess Energy Efficiency Improvements in Datacenters. ENEA Open Archive (National Agency for New Technologies, Energy and Sustainable Economic Development). 459–463. 6 indexed citations

20.

Iovane, Gerardo, et al.. (2007). Multifractals and El Naschie E-infinity Cantorian space–time. Chaos Solitons & Fractals. 35(4). 645–658. 14 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact