WYNIKI BADAŃ


Wykaz opublikowanych przez nas prac naukowych na temat badań nad analizą, klasyfikacją oraz syntezą obrazów znamion melanocytowych (aktualnie 38 pozycji literaturowych, w zestawieniu Publication list (with high IF) on computer-aided identification/classification of melanocytic skin lesions), zamieszczono poniżej.

[ 1]
J.W. Grzymała-Busse, Z.S. Hippe:
Application of Covering Algorithm for Classification of Melanoid Marks on the Skin
In: Szczepaniak P.S. (Ed.) System-Modelling-Control. Institute of Computer Science,
Łódź (Poland) 2001, pp. 261-265.

[ 2]
W. Duch, K. Grąbczewski, R. Adamczak, K. Grudziński, Z.S. Hippe:
Rules for malanoma skin cancer diagnosis
In: Kurzyński M. (Ed.) KOSYR’2001. University of Technology Edit. Office,
Wrocław (Poland) 2001, pp. 59-68.

[ 3] J.W. Grzymała-Busse, Z.S. Hippe:
Melanoma Prediction Using k-Nearest Neighbor and LEM2 Algorithms
In: Kłopotek M.A., Michalewicz M., Wierzchoń S.T. (Eds.) Advances in Soft Computting.
Physica Verlag, Berlin-Heidelberg 2001, pp. 43-55.

[ 4] J.P. Grzymała-Busse, J.W. Grzymała-Busse, Z.S. Hippe:
Prediction of Melanoma Using Rule Induction Based on Rough Sets
Proc. International Conference on Systemics, Cybernetics and Informatics (SCI’2001).
Orlando (Florida, USA) 22-25.07.2001, pp. 523-527.

[ 5] J.P. Grzymała-Busse, J.W. Grzymała-Busse, Z.S. Hippe:
Melanoma Prediction Using Data Mining System LERS
Proc. 25th Ann. International Conference Computer Software and Applications (COMPSAC).
Chicago (Illinois, USA), IEEE Comp. Soc., Los Alamitos (California, USA) 2001, pp. 615-620.

[ 6] S. Bajcar, J.W. Grzymała-Busse, Z.S. Hippe:
A Comparison of Six Discretization Algorithms Used for Prediction of Melanoma
In: Kłopotek M.A., Wierzchoń S., Michalewicz M. (Eds.) Advances in Soft Computing.
Springer-Verlag, Berlin-Heidelberg 2002, pp. 3-12.

[ 7] Z.S. Hippe, J.W. Grzymała-Busse, A. Bąk:
Virtual Visualization in Control and Support of Medical Diagnoses
In: Zieliński J.S.(Ed.) Artificial Intelligence in Control and Management (AICM’02).
Wyd. Spec. Absolwent, Łódź (Poland) 2002, pp. 127-134.

[ 8] Z.S. Hippe, J.W. Grzymała-Busse, S. Bajcar, P. Błajdo, M. Knap, W. Paja, M. Wrzesień:
Base of melanocytic naevus of the skin: current status and future research directions
In: Nowakowski A. (Ed.) INFOBAZY’02. Databases for the science.
Wyd. Centrum Informatyczne TASK, Gdańsk (Poland) 2002, s. 51-56 [in Polish].

[ 9] J.W. Grzymała-Busse, Z.S. Hippe:
A Search for the Best Data Mining Method to Predict Melanoma
In: Alpigini J.J., Peters J.F., Skowron A., Zhong N. (Eds.) Rough Sets and Current Trends in
Computing. Springer-Verlag, Heidelberg 2002, pp. 538-545.

[10] J.W. Grzymała-Busse, Z.S. Hippe:
Postprocessing of Rule Sets Induced from a Melanoma Data Set
Proc. 26th Annual International Computer Software and Applications Conference.
Oxford (England) 26-29.08.2002, IEEE, Los Alamitos (California, USA), pp.1146-1151.

[11] J.W. Grzymała-Busse, Z.S. Hippe, S. Bajcar:
Melanoma risk assessment based on the selected features of the dermatoscopy images
In: Nałęcz M.: Biocybernetics and Biomdeical Engineering 2000, Vol. 7 (Vol. Eds.: Kącki E.,
Kulikowski J.L., Nowakowski A., Waniewski E.) Teleinformatics and Computer Systems in
health service. Akademicka Oficyna Wydawnicza EXIT, Warszawa (Poland) 2002,
pp. 213-224 [in Polish].

[12] J.W. Grzymała-Busse, Z.S. Hippe:
Application of covering algorithm for classification of melanoma spots on the skin
Journal Appl. Comp. Sci. 10(2002, No.2)27-33.

[13] Z.S. Hippe, T. Mroczek:
Melanoma classification and prediction using belief networks
In: Kurzyński M., Puchała E., Woźniak M. (Eds.) Computer Recognition Systems.
University of Technology Edit. Office, Wrocław (Poland) 2003, pp. 337-342.

[14] A. Alvarez, S. Bajcar, F.M. Brown, J.W. Grzymała-Busse, Z.S. Hippe:
Optimization of the ABCD Formula Used for Melanoma Diagnosis
In: Kłopotek M.A., Wierzchoń S.T., Trojanowski K. (Eds.) Advances in Soft Computing
(Intelligent Information Processing and Web Mining).
Springer-Verlag, Berlin-Heidelberg 2003, pp. 233-240.

[15] Z.S. Hippe, S. Bajcar, P. Błajdo, J.P. Grzymała-Busse, J.W. Grzymała-Busse, M. Knap,
W. Paja, M. Wrzesień:
Diagnosing Skin Melanoma: Current versus Future Directions
TASK Quarterly 7(2003, No 2)289-293.

[16] J.W. Grzymała-Busse, S. Bajcar, W.J. Grzymała-Busse, Z.S. Hippe:
Data Mining Analysis of the ABCD Formula Used for Diagnosis of Melanoma
In: Czaja L. (Ed.) International Workshop on Concurrency, Programming & Specification
(CS&P).
Warsaw University Edit. Office, Warsaw 2003, pp. 205-212.

[17] J.W. Grzymała-Busse, Z.S. Hippe, S. Bajcar, A. Bąk, A. Sokołowski:
Decision tree – one of the methods supporting medical diagnosis on example to recognize
changes in melanocytic skin lesions

Clinical Dermatology 5(2003, Nr 4)201-209 [in Polish].

[18] S. Bajcar, J.W. Grzymała-Busse, W.J. Grzymała-Busse, Z.S. Hippe:
Diagnosis of Melanoma Based on Data Mining and ABCD Formulas
In: Abraham A., Köppen M., Franke K. (Eds.) Design and Application of Hybrid Intelligent
Systems. IOS Press, Amsterdam 2003, pp. 614-622.

[19] K. Varmuza, J.W. Grzymała-Busse, Z.S. Hippe, T. Mroczek:
Comparison of Consistent and Inconsistent Models in Biomedical Domain:
A Rough Sets Approach to Melanoma Data

In: Burczyński T., Cholewa W., Moczulski W. (Eds.) Artificial Intelligence Methods (AI-
METH
).
Silesian University of Technology Edit. Office, Gliwice (Poland) 2003, pp. 323-328.

[20] J.W. Grzymała-Busse, J. Hamilton, Z.S. Hippe:
Diagnosis of Melanoma Using IRIM, a Data Mining System
Lecture Notes in Artificial Intelligence 3070, Springer-Verlag, Berlin-Heidelberg 2004,
pp. 996-1001.

[21] R. Andrews, S. Bajcar, J.W. Grzymała-Busse, Z.S. Hippe, Ch. Whiteley:
Optimization of the ABCD Formula for Melanoma Diagnosis Using C4.5, a Data Mining
System

In: Tsumoto S., Słowiński R., Komorowski J., Grzymała-Busse J.W. (Eds.) Rough Sets and
Current Trends in Computing, Springer-Verlag, Berlin-Heidelberg 2004, pp. 630-636.

[22] J.W. Grzymała-Busse, Z.S. Hippe, M. Knap, W. Paja:
Infoscience Technology: The Impact of Internet Accessible Melanoid Data on Health Issues
Data Science Journal 4(2005, 20 Sept.)77-81.

[23] Z.S. Hippe, Ł. Piątek:
From the Research on database of simulated medical images
In: Nowakowski A. (Ed.) INFOBAZY. Databases for the science.
Centrum Informatyczne TASK, Gdańsk (Poland) 2005, pp. 225-230 [in Polish].

[24] Z.S. Hippe, Ł. Piątek, R. Kijowski:
From the research on database of simulated medical images 2. Semantic simulation of the
asymmetry values and the nature of the melanocytic naevus periphery

In: Tadeusiewicz R., Ligęza A., Szymkat M. (EdS.) Computer Methods and Systems.
Wyd. Oprogr. Naukowo-Techniczne, Kraków (Poland) 2005, pp. 489-492 [in Polish].

[25] J.W. Grzymała-Busse, Z.S. Hippe:
Data Mining Methods Supporting Diagnosis of Melanoma
In: Proc. 18th IEEE Symposium on Computer-Based Medical Systems,
IEEE Comp. Soc., Los Alamitos (California, USA) 2005, pp. 371-373.

[26] Z.S. Hippe, J.W. Grzymała-Busse, Ł. Piątek:
Randomized Dynamic Generation of Selected Melanocytic Skin Lesion Features
In: Kłopotek M.A., Wierzchoń S.T., Trojanowski K.(Eds.) Advances in Soft Computing
(Intelligent Information Processing and Web Mining),
Springer-Verlag, Berlin-Heidelberg 2006, pp. 21-29.

[27] Z.S. Hippe, J.W. Grzymała-Busse, Ł. Piątek:
Knowledge management problems of melanocytic naevus of the skin
In: Grzech A. (Ed.) Knowledge Engineering and Expert Systems,
Oficyna Wydawnicza Politechniki Wrocławskiej, Wrocław (Poland) 2006, Vol. 2,
pp. 35-44 [in Polish].

[28] Z.S. Hippe, J.W. Grzymała-Busse, Ł. Piątek:
Semantic Conversion of Textual Data into Simulated Images of Melanocytic Skin Lesions
In: A. Kos (Ed.) Proc. 1st Conference Tools of Information Technology,
UIT&M Edit. Office, Rzeszów (Poland) 2006, pp. 120-126.

[29] Z.S. Hippe, Ł. Piątek:
Synthesis of Static Medical Images – An Example of Melanocytic Skin Lesions
In: Kurzyński M., Puchała E., Woźniak M., Żołnierek A. (Eds.) Advances in Intelligent and Soft
Computing, ASC 45 (Computer Recognition Systems 2), Springer-Verlag, Berlin-Heidelberg 2007,
pp. 503-509.

[30] J.W. Grzymała-Busse, Z.S. Hippe, T. Mroczek:
Deriving Belief Networks and Belief Rules from Data: A Progress Report
In: Peters J.F., Skowron A.(Eds.) Transactions on Rough Sets VII,
Springer-Verlag, Berlin-Heidelberg 2007, pp. 53-69.

[31] Z.S. Hippe, W. Paja, Ł. Piątek, M. Wrzesień:
Melanoma Diagnosis and Classification Web Center System
Proc. 2008 1st International Conference on Information Technology,
Gdańsk (Poland) 19-21.05.2008, pp. 495-498.

[32] P. Cudek, J.W. Grzymała-Busse, Z.S. Hippe:
Multistrategic Classification System of Melanocytic Skin Lesions: Architecture and First
Results

In: Kurzyński M., Woźniak M. (Eds.) Advances in Intelligent and Soft Computing (Computer
Recognition Systems 3
), Springer-Verlag, Berlin-Heidelberg 2009, pp. 381-387.

[33] Z.S. Hippe, J.W. Grzymała-Busse, Ł. Piątek:
A New Approach to Synthesis of Static Medical Images
In: Kłopotek M.A., Przepiórkowski A., Wierzchoń S.T., Trojanowski K. (Eds.) Recent Ad-
vances in Intelligent Information Systems, Academic Publishing House EXIT, Warsaw 2009,
pp. 289-299.

[34] P.M. Cudek, Z.S. Hippe, J.W. Grzymała-Busse:
From the Research on the Segmentation Area of Melanocytic Naevus in the Medical
Images

In: Grzech A., Juszczyszyn K., Kwaśnicka H., Ngoc Thanh Nguyen (Ed.) Knowledge
Engineering and Expert Systems, Akademicka Oficyna Wydawnicza EXIT,
Warszawa (Poland) 2009, pp. 453-461 [in Polish].

[35] Z.S. Hippe, J.W. Grzymała-Busse, Ł. Piątek:
From the Research on Synthesis of Static Images of Melanocytic Skin Lesions
In: Kącki E., Rudnicki M., J. Stempczyńska (Eds.) Computers in Medical Activity,
Springer-Verlag, Berlin-Heidelberg 2009, (Advances in Intelligent and Soft Computing,
V65), pp. 223-229.

[36] P. Cudek, J.W. Grzymała-Busse, Z.S. Hippe:
Melanocytic Skin Lesions Image Classification Part I: Recognition of Skin Lesion
Proc. 2008 IEEE Intern. Conference on Human System Interaction (HSI’2010),
Rzeszów (Poland) 13-15.05.2010, pp. 251-267.

[37] P. Cudek, Z.S. Hippe, J.W. Grzymała-Busse:
Asymmetry of Digital Images Describing Melanocytic Skin Lesions
In: Burduk R., Kurzyński M., Woźniak M., Żołnierek A. (Eds.) Computer Recognition
Systems 4, Springer-Verlag, Berlin/Heidelberg 2011, (Advances in Soft Computing V95),
pp. 605-611.

[38] P. Cudek, J.W. Grzymała-Busse, Z.S. Hippe:
Further Research on Automatic Estimation of Asymmetry of Melanocytic Skin Lesons
In: Z.S. Hippe, J.L. Kulikowski, T. Mroczek (Eds.) Human-Computer Systems Interaction:
Backgrounds and Application 2, Part II (Advances in Intelligent and Soft Computing, V. 99),
Springer-Verlag Berlin/Heidelberg 2012, pp. 125-129.