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Advances in Data Analysis and Classification

Country

Germany

Universities and research institutions in Germany
Media Ranking in Germany

Subject Area and Category

Publisher

Springer Science and Business Media Deutschland GmbH

SJR 2024

0.562 Q2

H-Index

42

Publication type

Journals

ISSN

18625347, 18625355

Coverage

2007-2025

Information

Homepage

How to publish in this journal

maurizio.vichi@uniroma1.it

Scope

The international journal Advances in Data Analysis and Classification (ADAC) is designed as a forum for high standard publications on research and applications concerning the extraction of knowable aspects from whatever types of data. It publishes articles on topics as, e.g., Structural, quantitative, or statistical approaches for the analysis of data, Advances in classification, clustering, and pattern recognition methods, Strategies for modeling complex data and mining large data sets, Methods for the extraction of knowledge from whatever type of data, and Applications of advanced methods in specific domains of practice. In particular, this comprises the consideration and handling of new data types as well as the analysis of complex structures such as text data and webfiles. Whereas the discussion of theoretical, statistical, or algorithmic advances in methodology is a major issue (e.g., in classification and clustering), the journal encourages strongly the publication of applications that illustrate how new domain-specific knowledge can be made available from data by skillful use of data analysis methods. In addition to contributed papers on specific topics, the journal also publishes survey papers that outline, and illuminate, the basic ideas and techniques of special approaches. On occasion, specialized topics will be presented in a special issue. The journal is supported by several scientific societies which aim to foster the area of classification and data analysis. Join the conversation about this journal
Quartiles

The set of journals have been ranked according to their SJR and divided into four equal groups, four quartiles. Q1 (green) comprises the quarter of the journals with the highest values, Q2 (yellow) the second highest values, Q3 (orange) the third highest values and Q4 (red) the lowest values.

CategoryYearQuartile
Applied Mathematics2008Q4
Applied Mathematics2009Q4
Applied Mathematics2010Q3
Applied Mathematics2011Q3
Applied Mathematics2012Q1
Applied Mathematics2013Q2
Applied Mathematics2014Q2
Applied Mathematics2015Q1
Applied Mathematics2016Q1
Applied Mathematics2017Q1
Applied Mathematics2018Q1
Applied Mathematics2019Q2
Applied Mathematics2020Q2
Applied Mathematics2021Q2
Applied Mathematics2022Q1
Applied Mathematics2023Q2
Applied Mathematics2024Q2
Computer Science Applications2008Q3
Computer Science Applications2009Q3
Computer Science Applications2010Q3
Computer Science Applications2011Q3
Computer Science Applications2012Q1
Computer Science Applications2013Q2
Computer Science Applications2014Q2
Computer Science Applications2015Q1
Computer Science Applications2016Q1
Computer Science Applications2017Q1
Computer Science Applications2018Q1
Computer Science Applications2019Q2
Computer Science Applications2020Q2
Computer Science Applications2021Q2
Computer Science Applications2022Q2
Computer Science Applications2023Q2
Computer Science Applications2024Q2
Statistics and Probability2019Q2
Statistics and Probability2020Q2
Statistics and Probability2021Q2
Statistics and Probability2022Q2
Statistics and Probability2023Q2
Statistics and Probability2024Q2
SJR

The SJR is a size-independent prestige indicator that ranks journals by their 'average prestige per article'. It is based on the idea that 'all citations are not created equal'. SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from It measures the scientific influence of the average article in a journal, it expresses how central to the global scientific discussion an average article of the journal is.

YearSJR
20080.259
20090.261
20100.350
20110.366
20121.334
20130.814
20140.592
20151.215
20162.031
20171.090
20181.020
20190.790
20200.730
20210.852
20220.853
20230.594
20240.562
Total Documents

Evolution of the number of published documents. All types of documents are considered, including citable and non citable documents.

YearDocuments
200716
200819
200920
201020
201122
201224
201322
201422
201526
201630
201737
201842
201946
202043
202140
202241
202349
202476
Citations per document

This indicator counts the number of citations received by documents from a journal and divides them by the total number of documents published in that journal. The chart shows the evolution of the average number of times documents published in a journal in the past two, three and four years have been cited in the current year. The two years line is equivalent to journal impact factor ™ (Thomson Reuters) metric.

Cites per documentYearValue
Cites / Doc. (4 years)20070.000
Cites / Doc. (4 years)20080.438
Cites / Doc. (4 years)20090.457
Cites / Doc. (4 years)20100.709
Cites / Doc. (4 years)20110.707
Cites / Doc. (4 years)20121.284
Cites / Doc. (4 years)20131.430
Cites / Doc. (4 years)20141.852
Cites / Doc. (4 years)20151.800
Cites / Doc. (4 years)20162.074
Cites / Doc. (4 years)20171.870
Cites / Doc. (4 years)20182.104
Cites / Doc. (4 years)20191.815
Cites / Doc. (4 years)20201.916
Cites / Doc. (4 years)20212.131
Cites / Doc. (4 years)20222.088
Cites / Doc. (4 years)20231.824
Cites / Doc. (4 years)20241.977
Cites / Doc. (3 years)20070.000
Cites / Doc. (3 years)20080.438
Cites / Doc. (3 years)20090.457
Cites / Doc. (3 years)20100.709
Cites / Doc. (3 years)20110.627
Cites / Doc. (3 years)20121.452
Cites / Doc. (3 years)20131.621
Cites / Doc. (3 years)20141.676
Cites / Doc. (3 years)20151.662
Cites / Doc. (3 years)20162.329
Cites / Doc. (3 years)20171.718
Cites / Doc. (3 years)20181.828
Cites / Doc. (3 years)20191.752
Cites / Doc. (3 years)20201.848
Cites / Doc. (3 years)20212.168
Cites / Doc. (3 years)20221.946
Cites / Doc. (3 years)20231.629
Cites / Doc. (3 years)20241.754
Cites / Doc. (2 years)20070.000
Cites / Doc. (2 years)20080.438
Cites / Doc. (2 years)20090.457
Cites / Doc. (2 years)20100.590
Cites / Doc. (2 years)20110.800
Cites / Doc. (2 years)20121.548
Cites / Doc. (2 years)20131.261
Cites / Doc. (2 years)20141.478
Cites / Doc. (2 years)20151.750
Cites / Doc. (2 years)20162.125
Cites / Doc. (2 years)20171.375
Cites / Doc. (2 years)20181.925
Cites / Doc. (2 years)20191.620
Cites / Doc. (2 years)20201.682
Cites / Doc. (2 years)20212.101
Cites / Doc. (2 years)20221.843
Cites / Doc. (2 years)20231.383
Cites / Doc. (2 years)20241.767
Total Cites 
Self-Cites

Evolution of the total number of citations and journal's self-citations received by a journal's published documents during the three previous years.
Journal Self-citation is defined as the number of citation from a journal citing article to articles published by the same journal.

CitesYearValue
Self Cites20070
Self Cites20081
Self Cites20092
Self Cites20103
Self Cites20112
Self Cites201211
Self Cites20135
Self Cites20148
Self Cites20157
Self Cites201615
Self Cites201715
Self Cites20185
Self Cites20196
Self Cites202013
Self Cites202113
Self Cites20229
Self Cites202312
Self Cites202424
Total Cites20070
Total Cites20087
Total Cites200916
Total Cites201039
Total Cites201137
Total Cites201290
Total Cites2013107
Total Cites2014114
Total Cites2015113
Total Cites2016163
Total Cites2017134
Total Cites2018170
Total Cites2019191
Total Cites2020231
Total Cites2021284
Total Cites2022251
Total Cites2023202
Total Cites2024228
External Cites per Doc 
Cites per Doc

Evolution of the number of total citation per document and external citation per document (i.e. journal self-citations removed) received by a journal's published documents during the three previous years. External citations are calculated by subtracting the number of self-citations from the total number of citations received by the journal’s documents.

CitesYearValue
External Cites per document20070
External Cites per document20080.375
External Cites per document20090.400
External Cites per document20100.655
External Cites per document20110.593
External Cites per document20121.274
External Cites per document20131.545
External Cites per document20141.559
External Cites per document20151.559
External Cites per document20162.114
External Cites per document20171.526
External Cites per document20181.774
External Cites per document20191.697
External Cites per document20201.744
External Cites per document20212.069
External Cites per document20221.876
External Cites per document20231.532
External Cites per document20241.569
Cites per document20070.000
Cites per document20080.438
Cites per document20090.457
Cites per document20100.709
Cites per document20110.627
Cites per document20121.452
Cites per document20131.621
Cites per document20141.676
Cites per document20151.662
Cites per document20162.329
Cites per document20171.718
Cites per document20181.828
Cites per document20191.752
Cites per document20201.848
Cites per document20212.168
Cites per document20221.946
Cites per document20231.629
Cites per document20241.754
% International Collaboration

International Collaboration accounts for the articles that have been produced by researchers from several countries. The chart shows the ratio of a journal's documents signed by researchers from more than one country; that is including more than one country address.

YearInternational Collaboration
200731.25
20085.26
200910.00
201035.00
20119.09
201220.83
201322.73
201431.82
201523.08
201616.67
201732.43
201842.86
201932.61
202037.21
202137.50
202241.46
202340.82
202443.42
Citable documents 
Non-citable documents

Not every article in a journal is considered primary research and therefore "citable", this chart shows the ratio of a journal's articles including substantial research (research articles, conference papers and reviews) in three year windows vs. those documents other than research articles, reviews and conference papers.

DocumentsYearValue
Non-citable documents20070
Non-citable documents20082
Non-citable documents20096
Non-citable documents20109
Non-citable documents201110
Non-citable documents201210
Non-citable documents201312
Non-citable documents201411
Non-citable documents20158
Non-citable documents20165
Non-citable documents20176
Non-citable documents20187
Non-citable documents20199
Non-citable documents20209
Non-citable documents202110
Non-citable documents20228
Non-citable documents20239
Non-citable documents202410
Citable documents20070
Citable documents200814
Citable documents200929
Citable documents201046
Citable documents201149
Citable documents201252
Citable documents201354
Citable documents201457
Citable documents201560
Citable documents201665
Citable documents201772
Citable documents201886
Citable documents2019100
Citable documents2020116
Citable documents2021121
Citable documents2022121
Citable documents2023115
Citable documents2024120
Cited documents 
Uncited documents

Ratio of a journal's items, grouped in three years windows, that have been cited at least once vs. those not cited during the following year.

DocumentsYearValue
Uncited documents20070
Uncited documents200812
Uncited documents200923
Uncited documents201032
Uncited documents201139
Uncited documents201233
Uncited documents201328
Uncited documents201425
Uncited documents201531
Uncited documents201620
Uncited documents201728
Uncited documents201835
Uncited documents201946
Uncited documents202048
Uncited documents202149
Uncited documents202246
Uncited documents202340
Uncited documents202452
Cited documents20070
Cited documents20084
Cited documents200912
Cited documents201023
Cited documents201120
Cited documents201229
Cited documents201338
Cited documents201443
Cited documents201537
Cited documents201650
Cited documents201750
Cited documents201858
Cited documents201963
Cited documents202077
Cited documents202182
Cited documents202283
Cited documents202384
Cited documents202478
% Female Authors

Evolution of the percentage of female authors.

YearFemale Percent
200725.00
200825.00
200921.21
201010.34
201119.44
201235.00
201328.26
201443.14
201537.70
201628.81
201732.94
201828.71
201926.36
202032.43
202128.83
202225.24
202334.40
202432.84
Documents cited by public policy (Overton)

Evolution of the number of documents cited by public policy documents according to Overton database.

DocumentsYearValue
Overton20071
Overton20080
Overton20091
Overton20102
Overton20114
Overton20120
Overton20131
Overton20143
Overton20151
Overton20162
Overton20171
Overton20182
Overton20192
Overton20200
Overton20211
Overton20221
Overton20230
Overton20240
Documents related to SDGs (UN)

Evolution of the number of documents related to Sustainable Development Goals defined by United Nations. Available from 2018 onwards.

DocumentsYearValue
SDG20181
SDG20193
SDG20202
SDG20212
SDG20222
SDG20231
SDG20246
Estimated APC

It estimates the article processing charges (APCs) a journal might charge, based on its visibility, prestige, and impact as measured by the SJR. It does not reflect the actual APC, but rather a calculated approximation based on journal quality.

YearEst. APC (USD)
2007
20082595
20092597
20102650
20112681
20122945
20133053
20143110
20153241
20163442
20173415
20183438
20193458
20203406
20213263
20223230
20233168
20243132
Estimated financial value

It represents the potential financial worth of a journal. It is obtained by multiplying the journal's Estimated APC by the total number of citable documents published over the past five years. This value reflects the hypothetical revenue a journal could generate based on its estimated publication costs and scholarly output.

YearEst. value (USD)
2007
200849307
2009101280
2010156336
2011217157
2012309194
2013329704
2014342102
2015375932
2016426752
2017467888
2018539689
2019625958
2020674448
2021678648
2022684804
2023693754
2024779886
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