Class information for:
Level 1: MULTIVARIATE SPLINE INTERPOLATION//ASSOCIATING NETWORKS//COMPARISON OF MODELLING TECHNIQUES

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
25132 290 26.6 60%



Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes

The table includes all classes above and classes immediately below the current class.



Cluster id Level Cluster label #P
12 4 POLYMER SCIENCE//MATERIALS SCIENCE, PAPER & WOOD//CHEMISTRY, PHYSICAL 1084170
41 3       INTERNATIONAL JOURNAL OF PHARMACEUTICS//DRUG DEVELOPMENT AND INDUSTRIAL PHARMACY//PHARMACOLOGY & PHARMACY 99449
157 2             DRUG DEVELOPMENT AND INDUSTRIAL PHARMACY//SOLID DISPERSION//INTERNATIONAL JOURNAL OF PHARMACEUTICS 22895
25132 1                   MULTIVARIATE SPLINE INTERPOLATION//ASSOCIATING NETWORKS//COMPARISON OF MODELLING TECHNIQUES 290

Terms with highest relevance score



rank Term termType Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 MULTIVARIATE SPLINE INTERPOLATION authKW 336939 1% 80% 4
2 ASSOCIATING NETWORKS authKW 315882 1% 100% 3
3 COMPARISON OF MODELLING TECHNIQUES authKW 315882 1% 100% 3
4 MULTI OBJECTIVE SIMULTANEOUS OPTIMIZATION authKW 315882 1% 100% 3
5 NEUROFUZZY LOGIC authKW 240668 1% 57% 4
6 SPRINGBOARD BUSINESS address 236910 1% 75% 3
7 BOOTSTRAP RESAMPLING TECHNIQUE authKW 210588 1% 100% 2
8 CLIN PHARMACOKINET GRP address 210588 1% 100% 2
9 DERMATOLOGICAL PATCH ADHESIVE authKW 210588 1% 100% 2
10 FILM COAT FORMULATION authKW 210588 1% 100% 2

Web of Science journal categories



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 Pharmacology & Pharmacy 4423 71% 0% 205
2 Chemistry, Medicinal 1317 20% 0% 59
3 Chemistry, Multidisciplinary 483 28% 0% 81
4 Computer Science, Artificial Intelligence 104 6% 0% 16
5 Engineering, Chemical 28 6% 0% 16
6 Mathematical & Computational Biology 10 1% 0% 4
7 Operations Research & Management Science 9 2% 0% 5
8 Chemistry, Analytical 8 4% 0% 11
9 Medical Laboratory Technology 6 1% 0% 3
10 Engineering, Industrial 5 1% 0% 3

Address terms



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 SPRINGBOARD BUSINESS 236910 1% 75% 3
2 CLIN PHARMACOKINET GRP 210588 1% 100% 2
3 ANAESTHESIOL PAIN MEDASAN MED 105294 0% 100% 1
4 BIOEQUIVALENCE STDY 105294 0% 100% 1
5 CENT ANIM CERVICES 105294 0% 100% 1
6 CLIN ADMINISTRAT PHARM 105294 0% 100% 1
7 DENT PHARM 1123A 105294 0% 100% 1
8 DIGITAL SIGNAL PROC GRPGDPS 105294 0% 100% 1
9 ESUELA TECN SUPER INGN 105294 0% 100% 1
10 FORMULAT DEVMINAMI KU 105294 0% 100% 1

Journals



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
1 EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES 13195 7% 1% 21
2 JOURNAL OF PHARMACEUTICAL SCIENCES 6343 9% 0% 26
3 PHARMACEUTICAL DEVELOPMENT AND TECHNOLOGY 3766 2% 1% 7
4 INTERNATIONAL JOURNAL OF PHARMACEUTICS 3200 8% 0% 22
5 PHARMACEUTICAL RESEARCH 2948 5% 0% 15
6 DRUG DEVELOPMENT AND INDUSTRIAL PHARMACY 2351 4% 0% 11
7 JOURNAL OF PHARMACEUTICAL INNOVATION 2041 1% 1% 2
8 PHARMACEUTICAL SCIENCE & TECHNOLOGY TODAY 1440 0% 1% 1
9 AAPS PHARMSCITECH 1428 2% 0% 5
10 JOURNAL OF PHARMACY AND PHARMACEUTICAL SCIENCES 1365 1% 0% 3

Author Key Words



Rank Term Chi square Shr. of publ. in
class containing
term
Class's shr. of
term's tot. occurrences
#P with
term in
class
LCSH search Wikipedia search
1 MULTIVARIATE SPLINE INTERPOLATION 336939 1% 80% 4 Search MULTIVARIATE+SPLINE+INTERPOLATION Search MULTIVARIATE+SPLINE+INTERPOLATION
2 ASSOCIATING NETWORKS 315882 1% 100% 3 Search ASSOCIATING+NETWORKS Search ASSOCIATING+NETWORKS
3 COMPARISON OF MODELLING TECHNIQUES 315882 1% 100% 3 Search COMPARISON+OF+MODELLING+TECHNIQUES Search COMPARISON+OF+MODELLING+TECHNIQUES
4 MULTI OBJECTIVE SIMULTANEOUS OPTIMIZATION 315882 1% 100% 3 Search MULTI+OBJECTIVE+SIMULTANEOUS+OPTIMIZATION Search MULTI+OBJECTIVE+SIMULTANEOUS+OPTIMIZATION
5 NEUROFUZZY LOGIC 240668 1% 57% 4 Search NEUROFUZZY+LOGIC Search NEUROFUZZY+LOGIC
6 BOOTSTRAP RESAMPLING TECHNIQUE 210588 1% 100% 2 Search BOOTSTRAP+RESAMPLING+TECHNIQUE Search BOOTSTRAP+RESAMPLING+TECHNIQUE
7 DERMATOLOGICAL PATCH ADHESIVE 210588 1% 100% 2 Search DERMATOLOGICAL+PATCH+ADHESIVE Search DERMATOLOGICAL+PATCH+ADHESIVE
8 FILM COAT FORMULATION 210588 1% 100% 2 Search FILM+COAT+FORMULATION Search FILM+COAT+FORMULATION
9 FREEZE AND THAW UNILAMELLAR VESICLES FAT ULV 210588 1% 100% 2 Search FREEZE+AND+THAW+UNILAMELLAR+VESICLES+FAT+ULV Search FREEZE+AND+THAW+UNILAMELLAR+VESICLES+FAT+ULV
10 FORMULATION OPTIMIZATION 151736 2% 21% 7 Search FORMULATION+OPTIMIZATION Search FORMULATION+OPTIMIZATION

Core articles

The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.



Rank Reference # ref.
in cl.
Shr. of ref. in
cl.
Citations
1 COLBOURN, EA , ROWE, RC , (2009) NOVEL APPROACHES TO NEURAL AND EVOLUTIONARY COMPUTING IN PHARMACEUTICAL FORMULATION: CHALLENGES AND NEW POSSIBILITIES.FUTURE MEDICINAL CHEMISTRY. VOL. 1. ISSUE 4. P. 713-726 40 69% 4
2 IBRIC, S , DJURIC, Z , PAROJCIC, J , PETROVIC, J , (2009) ARTIFICIAL INTELLIGENCE IN PHARMACEUTICAL PRODUCT FORMULATION: NEURAL COMPUTING (RETRACTED ARTICLE. SEE VOL. 17, PG. 543, 2011).CHEMICAL INDUSTRY & CHEMICAL ENGINEERING QUARTERLY. VOL. 15. ISSUE 4. P. 227 -236 21 81% 2
3 WESOLOWSKI, M , SUCHACZ, B , (2012) ARTIFICIAL NEURAL NETWORKS: THEORETICAL BACKGROUND AND PHARMACEUTICAL APPLICATIONS: A REVIEW.JOURNAL OF AOAC INTERNATIONAL. VOL. 95. ISSUE 3. P. 652 -668 45 33% 14
4 NORIOKA, T , HAYASHI, Y , ONUKI, Y , ANDOU, H , TSUNASHIMA, D , YAMASHITA, K , TAKAYAMA, K , (2013) A NOVEL APPROACH TO ESTABLISHING THE DESIGN SPACE FOR THE ORAL FORMULATION MANUFACTURING PROCESS.CHEMICAL & PHARMACEUTICAL BULLETIN. VOL. 61. ISSUE 1. P. 39 -49 15 71% 2
5 MENDYK, A , KLEINEBUDDE, P , THOMMES, M , YOO, A , SZLEK, J , JACHOWICZ, R , (2010) ANALYSIS OF PELLET PROPERTIES WITH USE OF ARTIFICIAL NEURAL NETWORKS.EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES. VOL. 41. ISSUE 3-4. P. 421-429 16 62% 7
6 HAYASHI, Y , KIKUCHI, S , ONUKI, Y , TAKAYAMA, K , (2012) RELIABILITY EVALUATION OF NONLINEAR DESIGN SPACE IN PHARMACEUTICAL PRODUCT DEVELOPMENT.JOURNAL OF PHARMACEUTICAL SCIENCES. VOL. 101. ISSUE 1. P. 333-341 14 67% 4
7 MENDYK, A , GURES, S , JACHOWICZ, R , SZLEK, J , POLAK, S , WISNIOWSKA, B , KLEINEBUDDE, P , (2015) FROM HEURISTIC TO MATHEMATICAL MODELING OF DRUGS DISSOLUTION PROFILES: APPLICATION OF ARTIFICIAL NEURAL NETWORKS AND GENETIC PROGRAMMING.COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE. VOL. . ISSUE . P. - 15 56% 2
8 UEHARA, N , HAYASHI, Y , MOCHIDA, H , OTOGURO, S , ONUKI, Y , OBATA, Y , TAKAYAMA, K , (2016) LATENT STRUCTURE ANALYSIS IN THE PHARMACEUTICAL PROCESS OF TABLETS PREPARED BY WET GRANULATION.DRUG DEVELOPMENT AND INDUSTRIAL PHARMACY. VOL. 42. ISSUE 1. P. 116 -122 13 65% 0
9 MARTARELLI, D , CASETTARI, L , SHALABY, KS , SOLIMAN, ME , CESPI, M , BONACUCINA, G , FAGIOLI, L , PERINELLI, DR , LAM, JKW , PALMIERI, GF , (2016) OPTIMIZATION OF MELATONIN DISSOLUTION FROM EXTENDED RELEASE MATRICES USING ARTIFICIAL NEURAL NETWORKING.CURRENT DRUG DELIVERY. VOL. 13. ISSUE 4. P. 565 -573 18 42% 0
10 MENDYK, A , JACHOWICZ, R , (2007) UNIFIED METHODOLOGY OF NEURAL ANALYSIS IN DECISION SUPPORT SYSTEMS BUILT FOR PHARMACEUTICAL TECHNOLOGY.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 32. ISSUE 4. P. 1124-1131 12 75% 8

Classes with closest relation at Level 1



Rank Class id link
1 37702 GENERAL DYNAMIC SYSTEMS//HYPERSURFACE SPLINES//LARGE MAGNITUDE SEISMIC EVENTS
2 5962 GRANULATION//HIGH SHEAR MIXER//WET GRANULATION
3 13365 NEURAL NETWORKS COMPUTER//GENERAL EEG METHODOLOGY//PROGRAMA POS INFORMAT SAUDE
4 1864 MATRIX TABLETS//HPMC//GASTRORETENTIVE
5 13051 MICROEMULSION//NANOEMULSION//PSEUDO TERNARY PHASE DIAGRAM
6 15099 EXTRUSION SPHERONIZATION//SPHERONIZATION//EXTRUSION SPHERONISATION
7 2142 ROLLER COMPACTION//TABLETS//MAGNESIUM STEARATE
8 14290 JOURNAL OF PHARMACOKINETICS AND BIOPHARMACEUTICS//IVIVC//NONLINEAR COMPARTMENTAL MODEL
9 36386 ACTIVATION ENERGY OF THE VISCOUS FLOW//COMPOUNDED PRESCRIPTIONS//COSMETIC AND TOILETRY INDUSTRY
10 5812 JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES//COMPUTER ASSISTED STRUCTURE ELUCIDATION//ANALYTICA CHIMICA ACTA-COMPUTER TECHNIQUES AND OPTIMIZATION

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