An Example of Artificial Neural Network (ANN) Application for Indirect Estimation of Rock Parameters
Construction of an artificial neural network model for predicting the modulus of elasticity and unconned compressive strength is presented. Among other things, data found that the neural network is a sound approach for minimizing the uncertainties in soil engineering projects.
Saved in:
| Published in | Rock mechanics and rock engineering Vol. 41; no. 5; pp. 781 - 795 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Vienna
Springer-Verlag
01.10.2008
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | Construction of an artificial neural network model for predicting the modulus of elasticity and unconned compressive strength is presented. Among other things, data found that the neural network is a sound approach for minimizing the uncertainties in soil engineering projects. |
|---|---|
| AbstractList | Construction of an artificial neural network model for predicting the modulus of elasticity and unconned compressive strength is presented. Among other things, data found that the neural network is a sound approach for minimizing the uncertainties in soil engineering projects. |
| Author | Yuksek, A. G. Yılmaz, I. |
| Author_xml | – sequence: 1 givenname: I. surname: Yılmaz fullname: Yılmaz, I. organization: Division of Applied Geology, Department of Geological Engineering, Faculty of Engineering, Cumhuriyet University – sequence: 2 givenname: A. G. surname: Yuksek fullname: Yuksek, A. G. organization: Department of Computer Technology, Vocational School of Sivas, Cumhuriyet University |
| BookMark | eNp1kFFLwzAUhYNMcJv-AN-CD6IP1ZumSdvHMqYOxhRR8C1kaSLduqYmLeq_N7OCIPh0D_d-55CcCRo1ttEInRK4IgDptQfgQKMgIyA0i9IDNCYJTaKE0ZcRGkMa0yjmND5CE-83AOGYZmNUFg2ef8hdW2tsDS5cV5lKVbLGK92779G9W7fFF8VqdYmLtq0rJbvKNthYhxdNWTmtOjz3XbUb9iHm0aotfpBO7nSnnT9Gh0bWXp_8zCl6vpk_ze6i5f3tYlYsI0l53kVE6bU0aUJik-aZYiljlAKPgZkSeMklo4yoBGgOKg_asDU3knCTl6yMQdEpOh9yW2ffeu07sau80nUtG217LyhPIE94EsCzP-DG9q4JbxMx8FBkltEAkQFSznrvtBGtC390n4KA2JcuhtLFXu5LF2nwxIPHB7Z51e43-H_TF8-DhKM |
| CitedBy_id | crossref_primary_10_1007_s00500_018_3253_3 crossref_primary_10_1016_j_gsf_2020_05_003 crossref_primary_10_13168_AGG_2020_0027 crossref_primary_10_1007_s10064_018_1349_8 crossref_primary_10_1016_j_measurement_2023_113774 crossref_primary_10_1016_j_scient_2012_02_008 crossref_primary_10_3389_fmats_2020_568870 crossref_primary_10_1016_j_advengsoft_2012_11_001 crossref_primary_10_3390_app12178468 crossref_primary_10_1016_j_ijrmms_2012_10_002 crossref_primary_10_1177_09574565221093258 crossref_primary_10_1007_s10064_018_1326_2 crossref_primary_10_1007_s12517_022_09671_6 crossref_primary_10_1007_s00521_019_04418_z crossref_primary_10_1007_s00366_015_0410_5 crossref_primary_10_1007_s00521_012_1302_x crossref_primary_10_1016_j_jrmge_2022_01_008 crossref_primary_10_1007_s40808_021_01238_w crossref_primary_10_1007_s00704_023_04386_4 crossref_primary_10_1007_s10064_017_1043_2 crossref_primary_10_1007_s12517_017_3167_x crossref_primary_10_3390_math11071650 crossref_primary_10_1007_s10064_018_1405_4 crossref_primary_10_1007_s12517_015_2057_3 crossref_primary_10_1016_j_physa_2019_124046 crossref_primary_10_1007_s10064_009_0185_2 crossref_primary_10_1016_j_enggeo_2018_03_009 crossref_primary_10_1007_s00366_015_0429_7 crossref_primary_10_1016_S1674_5264_09_60158_7 crossref_primary_10_1002_fsn3_1365 crossref_primary_10_1007_s00521_011_0535_4 crossref_primary_10_1016_j_measurement_2014_09_075 crossref_primary_10_54569_aair_1016850 crossref_primary_10_3390_min12121506 crossref_primary_10_1007_s00603_021_02549_1 crossref_primary_10_1016_j_jrmge_2017_05_002 crossref_primary_10_1002_nag_1066 crossref_primary_10_1016_j_ijrmms_2020_104539 crossref_primary_10_3233_JGS_170047 crossref_primary_10_1007_s12517_020_5273_4 crossref_primary_10_1016_j_clay_2009_01_020 crossref_primary_10_1007_s40033_014_0048_2 crossref_primary_10_1016_j_advengsoft_2023_103515 crossref_primary_10_1007_s41062_020_00346_3 crossref_primary_10_1016_j_ijrmms_2009_04_009 crossref_primary_10_1016_j_trgeo_2021_100680 crossref_primary_10_1051_e3sconf_201912901018 crossref_primary_10_1016_j_petrol_2019_02_045 crossref_primary_10_1016_j_ijrmms_2015_09_015 crossref_primary_10_1007_s12145_021_00736_w crossref_primary_10_1061__ASCE_GM_1943_5622_0000757 crossref_primary_10_1016_j_eswa_2010_11_027 crossref_primary_10_1080_14484846_2024_2339025 crossref_primary_10_1007_s00521_019_04101_3 crossref_primary_10_1007_s00603_011_0160_7 crossref_primary_10_1007_s10064_016_0983_2 crossref_primary_10_1007_s00603_020_02184_2 crossref_primary_10_1007_s12145_019_00381_4 crossref_primary_10_1016_j_measurement_2018_05_080 crossref_primary_10_1007_s00603_022_02992_8 crossref_primary_10_1016_j_cageo_2012_09_003 crossref_primary_10_1007_s12040_013_0281_3 crossref_primary_10_1109_ACCESS_2020_2980623 crossref_primary_10_1007_s11629_020_6331_9 crossref_primary_10_1007_s00521_022_07214_4 crossref_primary_10_1016_j_ijrmms_2019_104094 crossref_primary_10_1016_j_tust_2024_105905 crossref_primary_10_1007_s10064_017_1210_5 crossref_primary_10_1155_2019_3182736 crossref_primary_10_1007_s00366_018_0596_4 crossref_primary_10_1061__ASCE_GM_1943_5622_0001322 crossref_primary_10_5604_01_3001_0016_0755 crossref_primary_10_3390_app122010258 crossref_primary_10_1016_j_still_2015_11_004 crossref_primary_10_1016_j_tust_2014_07_003 crossref_primary_10_1016_j_trgeo_2022_100756 crossref_primary_10_1007_s00603_012_0239_9 crossref_primary_10_1007_s11771_021_4654_5 crossref_primary_10_1007_s12517_020_05566_6 crossref_primary_10_1007_s10706_021_01731_0 crossref_primary_10_1080_17486025_2019_1641631 crossref_primary_10_1007_s10661_021_09335_0 crossref_primary_10_1115_1_4052412 crossref_primary_10_1002_nag_3502 crossref_primary_10_1007_s13202_021_01302_2 crossref_primary_10_1007_s00603_011_0169_y crossref_primary_10_1007_s00521_012_0925_2 crossref_primary_10_2174_1874836802014010237 crossref_primary_10_1007_s00603_021_02748_w crossref_primary_10_1016_j_enggeo_2015_10_008 crossref_primary_10_5802_crmeca_109 crossref_primary_10_1007_s00603_022_02836_5 crossref_primary_10_1144_qjegh2014_094 crossref_primary_10_3390_min12060731 crossref_primary_10_1007_s00366_021_01358_y crossref_primary_10_1016_j_petrol_2021_110033 crossref_primary_10_1016_j_ijrmms_2010_03_003 crossref_primary_10_1080_17499518_2016_1207784 crossref_primary_10_1002_nag_2982 crossref_primary_10_1016_j_ijrmms_2016_03_018 crossref_primary_10_1016_j_ultras_2024_107347 crossref_primary_10_3390_app11115207 crossref_primary_10_1007_s00603_023_03353_9 crossref_primary_10_1016_j_petrol_2014_09_002 crossref_primary_10_1007_s40098_014_0116_4 crossref_primary_10_1260_0144_5987_29_4_479 crossref_primary_10_1007_s11440_014_0316_1 crossref_primary_10_3390_math10234523 crossref_primary_10_1016_j_measurement_2015_11_025 crossref_primary_10_1016_j_measurement_2018_07_047 crossref_primary_10_1007_s12517_018_3929_0 crossref_primary_10_1016_j_ijrmms_2008_09_002 crossref_primary_10_3390_su11195283 crossref_primary_10_1007_s00521_015_1943_7 crossref_primary_10_1016_j_trgeo_2020_100499 crossref_primary_10_1080_17486025_2021_1940312 crossref_primary_10_1007_s12517_019_4307_2 crossref_primary_10_1080_14488353_2022_2146274 crossref_primary_10_3390_app10072261 crossref_primary_10_1109_ACCESS_2022_3181718 crossref_primary_10_1007_s00521_017_3141_2 crossref_primary_10_1007_s12665_009_0394_9 crossref_primary_10_1007_s10706_021_01772_5 crossref_primary_10_1016_j_engappai_2021_104317 crossref_primary_10_1007_s10064_017_1209_y crossref_primary_10_1088_1755_1315_189_2_022054 crossref_primary_10_1016_j_conbuildmat_2024_137227 crossref_primary_10_1088_1755_1315_189_2_022055 crossref_primary_10_1016_j_ijrmms_2014_01_015 crossref_primary_10_1080_17486025_2012_661469 crossref_primary_10_1007_s00477_014_0848_9 crossref_primary_10_1007_s10064_016_0861_y crossref_primary_10_1007_s10064_008_0133_6 crossref_primary_10_1016_j_compgeo_2023_105965 crossref_primary_10_1016_j_asoc_2021_107643 crossref_primary_10_1016_j_measurement_2014_06_001 crossref_primary_10_1007_s00603_022_03046_9 crossref_primary_10_1016_j_jrmge_2019_08_001 crossref_primary_10_1149_1945_7111_ac201d crossref_primary_10_1007_s10706_017_0281_1 crossref_primary_10_1007_s12665_021_09738_9 crossref_primary_10_1007_s00603_017_1197_z crossref_primary_10_1007_s40033_015_0067_7 crossref_primary_10_1016_j_sciaf_2023_e01715 crossref_primary_10_1007_s12665_009_0191_5 crossref_primary_10_1016_j_uclim_2021_100914 crossref_primary_10_1016_j_enggeo_2012_06_005 crossref_primary_10_1016_j_fuel_2022_123282 crossref_primary_10_1016_j_cscm_2023_e02191 crossref_primary_10_2478_s11600_008_0073_3 crossref_primary_10_1007_s42729_021_00517_w crossref_primary_10_1016_j_rser_2018_05_060 crossref_primary_10_1016_j_tust_2018_07_030 crossref_primary_10_1016_j_cageo_2010_09_002 crossref_primary_10_1016_j_petrol_2018_12_013 crossref_primary_10_1080_19392699_2010_534683 crossref_primary_10_1155_2021_8409621 crossref_primary_10_12989_gae_2009_1_4_307 crossref_primary_10_1142_S1469026816500139 crossref_primary_10_1007_s40808_021_01103_w crossref_primary_10_1007_s00521_016_2728_3 crossref_primary_10_1016_j_petrol_2017_10_085 crossref_primary_10_1007_s10706_019_01155_x crossref_primary_10_1007_s11269_021_02961_w crossref_primary_10_1016_j_ijrmms_2016_09_005 crossref_primary_10_1061__ASCE_GM_1943_5622_0001999 crossref_primary_10_1016_j_flowmeasinst_2021_101914 crossref_primary_10_1016_j_ijrmms_2009_09_002 crossref_primary_10_1007_s10064_010_0301_3 crossref_primary_10_3390_ma15196899 crossref_primary_10_1016_j_apsoil_2017_02_011 crossref_primary_10_1007_s13369_014_0960_7 crossref_primary_10_1016_j_engfailanal_2024_107998 crossref_primary_10_1007_s12517_022_11157_4 crossref_primary_10_1007_s10064_016_0931_1 crossref_primary_10_1007_s10706_017_0334_5 crossref_primary_10_1007_s40098_023_00786_5 crossref_primary_10_1007_s11269_022_03165_6 crossref_primary_10_1007_s11356_013_2315_4 crossref_primary_10_59313_jsr_a_1239780 crossref_primary_10_1007_s10064_014_0638_0 crossref_primary_10_1080_17499518_2019_1658881 crossref_primary_10_1061__ASCE_GM_1943_5622_0000380 crossref_primary_10_1080_17499518_2020_1728559 crossref_primary_10_4028_www_scientific_net_AMR_1010_1012_1544 crossref_primary_10_1007_s10064_015_0786_x crossref_primary_10_1007_s12665_012_1783_z crossref_primary_10_1016_j_conbuildmat_2013_05_109 crossref_primary_10_3390_app13042217 crossref_primary_10_1007_s12517_012_0703_6 |
| Cites_doi | 10.1016/0148-9062(85)92327-7 10.1007/s00254-005-1234-1 10.1016/S0013-7952(01)00101-6 10.1016/S0920-4105(00)00096-6 10.1023/A:1008969726200 10.1007/BF01261801 10.1007/s002540050125 10.1016/S0013-7952(00)00031-4 10.1016/0148-9062(72)90001-0 10.1016/S0148-9062(99)00007-8 10.1016/S0013-7952(02)00023-6 10.1007/BF02594977 10.1016/S0013-7952(02)00041-8 10.1016/0148-9062(72)90030-7 10.7551/mitpress/5236.001.0001 10.1130/REG10-p121 |
| ContentType | Journal Article |
| Copyright | Springer-Verlag 2007 Springer-Verlag 2008 |
| Copyright_xml | – notice: Springer-Verlag 2007 – notice: Springer-Verlag 2008 |
| DBID | AAYXX CITATION 3V. 7TN 7UA 7XB 88I 8FD 8FE 8FG 8FK ABJCF ABUWG AFKRA AZQEC BENPR BGLVJ BHPHI BKSAR C1K CCPQU DWQXO F1W FR3 GNUQQ H96 HCIFZ KR7 L.G L6V M2P M7S PCBAR PQEST PQQKQ PQUKI PTHSS Q9U |
| DOI | 10.1007/s00603-007-0138-7 |
| DatabaseName | CrossRef ProQuest Central (Corporate) Oceanic Abstracts Water Resources Abstracts ProQuest Central (purchase pre-March 2016) Science Database (Alumni Edition) Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) Materials Science & Engineering Collection ProQuest Central (Alumni) ProQuest Central ProQuest Central Essentials ProQuest Central Technology Collection Natural Science Collection Earth, Atmospheric & Aquatic Science Collection Environmental Sciences and Pollution Management ProQuest One Community College ProQuest Central Korea ASFA: Aquatic Sciences and Fisheries Abstracts Engineering Research Database ProQuest Central Student Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources SciTech Premium Collection Civil Engineering Abstracts Aquatic Science & Fisheries Abstracts (ASFA) Professional ProQuest Engineering Collection Science Database Engineering Database Earth, Atmospheric & Aquatic Science Database ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition Engineering Collection ProQuest Central Basic |
| DatabaseTitle | CrossRef Aquatic Science & Fisheries Abstracts (ASFA) Professional ProQuest Central Student Technology Collection Technology Research Database ProQuest Central Essentials ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College Water Resources Abstracts Environmental Sciences and Pollution Management ProQuest Central Earth, Atmospheric & Aquatic Science Collection ProQuest Engineering Collection Oceanic Abstracts Natural Science Collection ProQuest Central Korea Engineering Collection Civil Engineering Abstracts Engineering Database ProQuest Science Journals (Alumni Edition) ProQuest Central Basic ProQuest Science Journals ProQuest One Academic Eastern Edition Earth, Atmospheric & Aquatic Science Database ProQuest Technology Collection ProQuest SciTech Collection Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources ProQuest One Academic UKI Edition ASFA: Aquatic Sciences and Fisheries Abstracts Materials Science & Engineering Collection Engineering Research Database ProQuest One Academic ProQuest Central (Alumni) |
| DatabaseTitleList | Aquatic Science & Fisheries Abstracts (ASFA) Professional |
| Database_xml | – sequence: 1 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Geology Engineering |
| EISSN | 1434-453X |
| EndPage | 795 |
| ExternalDocumentID | 1897111351 10_1007_s00603_007_0138_7 |
| Genre | Feature |
| GroupedDBID | -5A -5G -5~ -BR -EM -Y2 -~C .86 .VR 06D 0R~ 0VY 123 1N0 1SB 2.D 203 28- 29P 2J2 2JN 2JY 2KG 2KM 2LR 2P1 2VQ 2~H 30V 3V. 4.4 406 408 409 40D 40E 5QI 5VS 67M 67Z 6NX 78A 88I 8FE 8FG 8FH 8TC 95- 95. 95~ 96X AAAVM AABHQ AABYN AAFGU AAHNG AAIAL AAJKR AAMRO AANZL AAPBV AARHV AARTL AATNV AATVU AAUYE AAWCG AAYFA AAYIU AAYQN AAYTO AAZAB ABBBX ABBXA ABDZT ABECU ABEOS ABFGW ABFTD ABFTV ABHLI ABHQN ABJCF ABJNI ABJOX ABKAS ABKCH ABKTR ABMNI ABMQK ABNWP ABPTK ABQBU ABSXP ABTAH ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACBMV ACBRV ACBXY ACBYP ACGFS ACGOD ACHSB ACHXU ACIGE ACIPQ ACIWK ACKIV ACKNC ACMDZ ACMLO ACOKC ACOMO ACTTH ACVWB ACWMK ADHHG ADHIR ADIMF ADINQ ADKNI ADKPE ADMDM ADOXG ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEEQQ AEFIE AEFTE AEGAL AEGNC AEJHL AEJRE AEKMD AENEX AEOHA AEPYU AESKC AESTI AETLH AEVLU AEVTX AEXYK AFEXP AFFNX AFGCZ AFKRA AFLOW AFNRJ AFQWF AFRAH AFWTZ AFZKB AGAYW AGDGC AGGBP AGGDS AGJBK AGMZJ AGQMX AGWIL AGWZB AGYKE AHAVH AHBYD AHSBF AHYZX AIAKS AIIXL AILAN AIMYW AITGF AJBLW AJDOV AJRNO AJZVZ AKQUC ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARMRJ ASPBG AVWKF AXYYD AYJHY AZFZN AZQEC B-. BA0 BBWZM BDATZ BENPR BGLVJ BGNMA BHPHI BKSAR BPHCQ CAG CCPQU COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DU5 DWQXO EBLON EBS EIOEI EJD ESBYG FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GQ8 GXS HCIFZ HF~ HG5 HG6 HMJXF HQYDN HRMNR HVGLF HZ~ I-F I09 IHE IJ- IKXTQ ITM IWAJR IXC IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ KDC KOV KOW L6V L8X LAS LK5 LLZTM M2P M4Y M7R M7S MA- MK~ MM- N2Q N9A NB0 NDZJH NPVJJ NQJWS NU0 O9- O93 O9G O9I O9J OAM P19 P2P PCBAR PF0 PQQKQ PROAC PT4 PT5 PTHSS Q2X QOK QOS R4E R89 R9I RHV RIG RNI ROL RPX RSV RZK S16 S1Z S26 S27 S28 S3B SAP SCK SCLPG SDH SDM SEV SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 T16 TN5 TSG TSK TSV TUC U2A UG4 UNUBA UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WH7 WK6 WK8 Y6R YLTOR Z45 Z5O Z7R Z7V Z7X Z7Y Z7Z Z81 Z85 Z86 Z88 Z8M Z8P Z8S Z8T Z8U Z8Z Z92 ZMTXR ZY4 ~02 ~EX AACDK AAEOY AAJBT AASML AAYXX ABAKF ACAOD ACDTI ACZOJ AEFQL AEMSY AFBBN AGQEE AGRTI AIGIU CITATION H13 7TN 7UA 7XB 8FD 8FK C1K F1W FR3 H96 KR7 L.G PQEST PQUKI Q9U AAYZH |
| ID | FETCH-LOGICAL-a369t-1cebaf7412f798c57553306205fd06d6a5351c40390c9535f5b6fa16f9d5d20c3 |
| IEDL.DBID | AGYKE |
| ISSN | 0723-2632 |
| IngestDate | Fri Oct 25 05:07:40 EDT 2024 Thu Oct 10 21:04:00 EDT 2024 Thu Sep 12 19:20:41 EDT 2024 Sat Dec 16 12:01:30 EST 2023 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 5 |
| Keywords | Keywords: Artificial neural network, multiple regression, gypsum, elasticity modulus, unconfined compressive strength |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-a369t-1cebaf7412f798c57553306205fd06d6a5351c40390c9535f5b6fa16f9d5d20c3 |
| Notes | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 |
| PQID | 206603883 |
| PQPubID | 60272 |
| PageCount | 15 |
| ParticipantIDs | proquest_miscellaneous_36409464 proquest_journals_206603883 crossref_primary_10_1007_s00603_007_0138_7 springer_journals_10_1007_s00603_007_0138_7 |
| PublicationCentury | 2000 |
| PublicationDate | 2008-10-01 |
| PublicationDateYYYYMMDD | 2008-10-01 |
| PublicationDate_xml | – month: 10 year: 2008 text: 2008-10-01 day: 01 |
| PublicationDecade | 2000 |
| PublicationPlace | Vienna |
| PublicationPlace_xml | – name: Vienna – name: Wien |
| PublicationTitle | Rock mechanics and rock engineering |
| PublicationTitleAbbrev | Rock Mech Rock Eng |
| PublicationYear | 2008 |
| Publisher | Springer-Verlag Springer Nature B.V |
| Publisher_xml | – name: Springer-Verlag – name: Springer Nature B.V |
| References | Singh, Kanchan, Verma, Singh (CR24) 2003; 5 Schmidt (CR23) 1951; 59 CR19 CR13 CR12 Dhakal, Yoneda, Kato, Kaneko (CR6) 2002; 65 Rumelhart, Hinton, Williams, Rumelhart, McClelland (CR21) 1986 Dick, Shakoor (CR7) 1995; X Gokceoglu (CR11) 2002; 66 CR2 Simpson (CR25) 1990 Barton, Choubey (CR3) 1977; 10 CR5 Yılmaz, Sendir (CR26) 2002; 666 Broch, Franklin (CR4) 1972; 9 Finol, Guo, Jing (CR8) 2001; 29 Kurtman (CR18) 1973; 80 Alvarez Grima, Babuska (CR1) 1999; 36 Karacan, Yılmaz (CR16) 2000; 18 Yılmaz, Karacan (CR27) 2005; 47 Rumelhart, McClelland (CR22) 1986 Gokceoglu, Ulusay, Sonmez (CR10) 2000; 57 Franklin, Chandra (CR9) 1972; 9 Karacan, Yılmaz (CR15) 1997; 29 Kolaiti, Papadopoulus (CR17) 1993; 48 Rodrigues (CR20) 1991; 200 (CR14) 1985; 22 138_CR19 J. D. Rodrigues (138_CR20) 1991; 200 ISRM (138_CR14) 1985; 22 E. Karacan (138_CR16) 2000; 18 T. N. Singh (138_CR24) 2003; 5 I. Yılmaz (138_CR27) 2005; 47 C. Gokceoglu (138_CR10) 2000; 57 J. A. Franklin (138_CR9) 1972; 9 N. Barton (138_CR3) 1977; 10 D. Rumelhart (138_CR22) 1986 138_CR2 E. Broch (138_CR4) 1972; 9 138_CR5 F. Kurtman (138_CR18) 1973; 80 G. Dhakal (138_CR6) 2002; 65 P. K. Simpson (138_CR25) 1990 E. Kolaiti (138_CR17) 1993; 48 E. Karacan (138_CR15) 1997; 29 C. Gokceoglu (138_CR11) 2002; 66 J. C. Dick (138_CR7) 1995; X I. Yılmaz (138_CR26) 2002; 666 D. D. Rumelhart (138_CR21) 1986 M. Alvarez Grima (138_CR1) 1999; 36 J. Finol (138_CR8) 2001; 29 138_CR12 E. Schmidt (138_CR23) 1951; 59 138_CR13 |
| References_xml | – start-page: 318 year: 1986 end-page: 362 ident: CR21 article-title: Learning internal representations by error propagation publication-title: Parallel distributed processing: Explorations in the microstructure of cognition contributor: fullname: McClelland – volume: 22 start-page: 51 issue: 2 year: 1985 end-page: 60 ident: CR14 article-title: Suggested methods for determining point load strength publication-title: Int. J. Rock Mech. Min. Sci. Geomech. Abst. doi: 10.1016/0148-9062(85)92327-7 – year: 1990 ident: CR25 publication-title: Artificial neural system-foundation, paradigm, application and implementation contributor: fullname: Simpson – ident: CR2 – ident: CR12 – volume: 47 start-page: 1010 year: 2005 end-page: 1016 ident: CR27 article-title: Slaking durability and its effect on the doline formation in the gypsum publication-title: Env. Geol. doi: 10.1007/s00254-005-1234-1 contributor: fullname: Karacan – volume: 65 start-page: 31 year: 2002 end-page: 45 ident: CR6 article-title: Slake durability and mineralogical properties of some pyroclastic and sedimentary rocks publication-title: Eng. Geol. doi: 10.1016/S0013-7952(01)00101-6 contributor: fullname: Kaneko – volume: 29 start-page: 97 year: 2001 end-page: 113 ident: CR8 article-title: A rule based fuzzy model for the prediction of petrophysical rock parameters publication-title: L. Petr. Sci. Eng. doi: 10.1016/S0920-4105(00)00096-6 contributor: fullname: Jing – volume: 200 start-page: 7 year: 1991 end-page: 34 ident: CR20 article-title: Physical characterization and assessment of rock durability through index properties publication-title: NATO ASI Ser E. Applied Sci. contributor: fullname: Rodrigues – volume: 18 start-page: 79 issue: 2 year: 2000 end-page: 90 ident: CR16 article-title: Geotechnical evaluation of Miocene gypsum from Sivas (Turkey) publication-title: Geotech. Geol. Eng. doi: 10.1023/A:1008969726200 contributor: fullname: Yılmaz – volume: 10 start-page: 1 year: 1977 end-page: 54 ident: CR3 article-title: The shear strength of rock joints in theory and practice publication-title: Rock Mech. doi: 10.1007/BF01261801 contributor: fullname: Choubey – volume: X start-page: 121 year: 1995 end-page: 130 ident: CR7 article-title: Characterizing durability of mudrocks for slope stability purposes publication-title: Geol. Soc. Am. Rev. Eng. Geol. contributor: fullname: Shakoor – volume: 59 start-page: 34 issue: 8 year: 1951 end-page: 35 ident: CR23 article-title: A non-destructive concrete tester publication-title: Concrete contributor: fullname: Schmidt – volume: 29 start-page: 263 issue: 3–4 year: 1997 end-page: 266 ident: CR15 article-title: Collapse dolines in the Miocene gypsum: an example from SW Sivas (Turkey) publication-title: Env. Geol. doi: 10.1007/s002540050125 contributor: fullname: Yılmaz – volume: 57 start-page: 215 issue: 3–4 year: 2000 end-page: 237 ident: CR10 article-title: Factors affecting durability of selected weak and clay bearing rocks from Turkey, with particular emphasis on the influence of the number of drying and wetting cycles publication-title: Eng. Geol. doi: 10.1016/S0013-7952(00)00031-4 contributor: fullname: Sonmez – ident: CR19 – volume: 9 start-page: 325 year: 1972 end-page: 341 ident: CR9 article-title: The slake durability test publication-title: Int. J. Rock Mech. Min. Sci. Geomech. Abstr. doi: 10.1016/0148-9062(72)90001-0 contributor: fullname: Chandra – volume: 36 start-page: 339 year: 1999 end-page: 349 ident: CR1 article-title: Fuzzy model for the prediction of unconfined compressive strength of rock samples publication-title: Int. J. Rock. Mech. Min. Sci. doi: 10.1016/S0148-9062(99)00007-8 contributor: fullname: Babuska – ident: CR13 – volume: 66 start-page: 39 year: 2002 end-page: 51 ident: CR11 article-title: A fuzzy triangular chart to predict the uniaxial compressive strength of Ankara agglomerates from their petrographic composition publication-title: Eng. Geol. doi: 10.1016/S0013-7952(02)00023-6 contributor: fullname: Gokceoglu – volume: 48 start-page: 69 year: 1993 end-page: 76 ident: CR17 article-title: Evaluation of Schmidt rebound hammer testing: a critical approach publication-title: Bull. Int. Assoc. Eng. Geol. IAEG doi: 10.1007/BF02594977 contributor: fullname: Papadopoulus – volume: 80 start-page: 1 year: 1973 end-page: 32 ident: CR18 article-title: Sivas-Hafik-Zara ve İmranlı bölgesinin jeolojik ve tektonik yapısı publication-title: M.T.A. Dergisi contributor: fullname: Kurtman – year: 1986 ident: CR22 publication-title: Parallel distributed processing: explorations in the microstructure of cognition contributor: fullname: McClelland – volume: 666 start-page: 211 year: 2002 end-page: 219 ident: CR26 article-title: Correlation of Schmidt hardness with unconfined compressive strength and Young’s modulus in gypsum from Sivas (Turkey) publication-title: Eng. Geol. doi: 10.1016/S0013-7952(02)00041-8 contributor: fullname: Sendir – ident: CR5 – volume: 5 start-page: 12 year: 2003 end-page: 16 ident: CR24 article-title: An intelligent approach for prediction of triaxial properties using unconfined uniaxial strength publication-title: Min. Eng. J. contributor: fullname: Singh – volume: 9 start-page: 669 issue: 6 year: 1972 end-page: 697 ident: CR4 article-title: The point load strength test publication-title: Int. J. Rock Mech. Min. Sci. doi: 10.1016/0148-9062(72)90030-7 contributor: fullname: Franklin – ident: 138_CR12 – volume-title: Artificial neural system-foundation, paradigm, application and implementation year: 1990 ident: 138_CR25 contributor: fullname: P. K. Simpson – ident: 138_CR2 – volume: 47 start-page: 1010 year: 2005 ident: 138_CR27 publication-title: Env. Geol. doi: 10.1007/s00254-005-1234-1 contributor: fullname: I. Yılmaz – volume: 9 start-page: 669 issue: 6 year: 1972 ident: 138_CR4 publication-title: Int. J. Rock Mech. Min. Sci. doi: 10.1016/0148-9062(72)90030-7 contributor: fullname: E. Broch – volume: 48 start-page: 69 year: 1993 ident: 138_CR17 publication-title: Bull. Int. Assoc. Eng. Geol. IAEG doi: 10.1007/BF02594977 contributor: fullname: E. Kolaiti – volume: 29 start-page: 263 issue: 3–4 year: 1997 ident: 138_CR15 publication-title: Env. Geol. doi: 10.1007/s002540050125 contributor: fullname: E. Karacan – volume: 9 start-page: 325 year: 1972 ident: 138_CR9 publication-title: Int. J. Rock Mech. Min. Sci. Geomech. Abstr. doi: 10.1016/0148-9062(72)90001-0 contributor: fullname: J. A. Franklin – volume: 29 start-page: 97 year: 2001 ident: 138_CR8 publication-title: L. Petr. Sci. Eng. doi: 10.1016/S0920-4105(00)00096-6 contributor: fullname: J. Finol – ident: 138_CR5 – ident: 138_CR13 – start-page: 318 volume-title: Parallel distributed processing: Explorations in the microstructure of cognition year: 1986 ident: 138_CR21 doi: 10.7551/mitpress/5236.001.0001 contributor: fullname: D. D. Rumelhart – volume: X start-page: 121 year: 1995 ident: 138_CR7 publication-title: Geol. Soc. Am. Rev. Eng. Geol. doi: 10.1130/REG10-p121 contributor: fullname: J. C. Dick – volume: 59 start-page: 34 issue: 8 year: 1951 ident: 138_CR23 publication-title: Concrete contributor: fullname: E. Schmidt – volume: 10 start-page: 1 year: 1977 ident: 138_CR3 publication-title: Rock Mech. doi: 10.1007/BF01261801 contributor: fullname: N. Barton – volume: 65 start-page: 31 year: 2002 ident: 138_CR6 publication-title: Eng. Geol. doi: 10.1016/S0013-7952(01)00101-6 contributor: fullname: G. Dhakal – volume: 666 start-page: 211 year: 2002 ident: 138_CR26 publication-title: Eng. Geol. doi: 10.1016/S0013-7952(02)00041-8 contributor: fullname: I. Yılmaz – volume: 200 start-page: 7 year: 1991 ident: 138_CR20 publication-title: NATO ASI Ser E. Applied Sci. contributor: fullname: J. D. Rodrigues – volume: 22 start-page: 51 issue: 2 year: 1985 ident: 138_CR14 publication-title: Int. J. Rock Mech. Min. Sci. Geomech. Abst. doi: 10.1016/0148-9062(85)92327-7 contributor: fullname: ISRM – volume: 80 start-page: 1 year: 1973 ident: 138_CR18 publication-title: M.T.A. Dergisi contributor: fullname: F. Kurtman – volume: 36 start-page: 339 year: 1999 ident: 138_CR1 publication-title: Int. J. Rock. Mech. Min. Sci. doi: 10.1016/S0148-9062(99)00007-8 contributor: fullname: M. Alvarez Grima – volume: 5 start-page: 12 year: 2003 ident: 138_CR24 publication-title: Min. Eng. J. contributor: fullname: T. N. Singh – volume: 18 start-page: 79 issue: 2 year: 2000 ident: 138_CR16 publication-title: Geotech. Geol. Eng. doi: 10.1023/A:1008969726200 contributor: fullname: E. Karacan – ident: 138_CR19 – volume: 57 start-page: 215 issue: 3–4 year: 2000 ident: 138_CR10 publication-title: Eng. Geol. doi: 10.1016/S0013-7952(00)00031-4 contributor: fullname: C. Gokceoglu – volume-title: Parallel distributed processing: explorations in the microstructure of cognition year: 1986 ident: 138_CR22 doi: 10.7551/mitpress/5236.001.0001 contributor: fullname: D. Rumelhart – volume: 66 start-page: 39 year: 2002 ident: 138_CR11 publication-title: Eng. Geol. doi: 10.1016/S0013-7952(02)00023-6 contributor: fullname: C. Gokceoglu |
| SSID | ssj0014378 |
| Score | 2.345865 |
| Snippet | Construction of an artificial neural network model for predicting the modulus of elasticity and unconned compressive strength is presented. Among other things,... |
| SourceID | proquest crossref springer |
| SourceType | Aggregation Database Publisher |
| StartPage | 781 |
| SubjectTerms | Civil Engineering Earth and Environmental Science Earth Sciences Geological engineering Geophysics/Geodesy Neural networks Regression analysis Sedimentary geology Shear strength Soil engineering Technical Note |
| SummonAdditionalLinks | – databaseName: ProQuest Central dbid: BENPR link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LS8NAEB60RdCDaFWM9bEHDz4IbrLJtjlJlNYqWEqx4C1sNskxqbYF_ffObJJWBT1lSdgszOzOfJOZfANw3sXIJFUUpqLxtz2RcjtG3GyjK-0igtBcmO4Nz0M5mHhPr_5rVZszq8oqa5toDHVSaPpGfkO048RcIm6nbzY1jaLkatVBYx2aLgYKvAHNu95wNF6mETxRmuKOK2wiJq_TmtywiEoqJTKVl3joOz8d0wpt_kqQGr_T34HtCjCysNTwLqyleQu2vtEItmDjwbTn_dyDJMxZ70MR4y8rMjOpZIhgRMJhLqbqm12Ew-ElC1fZa4bglT3mpYdjPTz45T-N9Jox2kw2UlTGRVyc-zDp917uB3bVR8FWQgZz29FprDKEDm7WCboaARqVlEqX-1nCZSKVL3xHe1wEXAc4zvxYZsqRWZD4icu1OIBGXuTpITCfbiY8c1OdeEKi1fY1BkSOo4h0RksLrmohRtOSLiNaEiMbiUc0JIlHHQvatZij6uTMoqWeLThbPsUtT3kMlafFYhYJSUGp9Cy4rnWzmv_nakf_rtaGTbdmunWOoTF_X6QnCDfm8Wm1qb4A0VPOzg priority: 102 providerName: ProQuest |
| Title | An Example of Artificial Neural Network (ANN) Application for Indirect Estimation of Rock Parameters |
| URI | https://link.springer.com/article/10.1007/s00603-007-0138-7 https://www.proquest.com/docview/206603883 https://search.proquest.com/docview/36409464 |
| Volume | 41 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3JTsMwEB1BERIc2BGlLD5wYFGqJE7c5hhQWhZRoYpK5RQ5TnKplCLaSsDXM-MsZT1wsuXEjuJl5o3H8wxw0kbLJJFkpqLwNxyemEaEuNlAVdpGBKFMrm9vuO-J64FzO3SHC2BXWxfZqFl6JLWgrmLdiDmEG3pnzcJF2lqEpSLudMnvPt0Fle_A4bn8bdncIDby0pf5WyNftdEcYn7zimpl01nPAwAnmqOQzpiMmrNp1FTvPxkc__EfG7BWYE_m55NlExaSbAtWPzESbsFyV9_0-7YNsZ-x4FUSeTAbp7pSTjbBiM9DJ_oAOTv1e70z5s8d4QxxMLvJcmXJApQheXgkNdNH8cseJJ0II1rPHRh0gsera6O4ksGQXHhTw1JJJFNEIXba8toKsR6dThW26aaxKWIhXe5ayjG5ZyoP86kbiVRaIvViN7ZNxXehlo2zZA-YS4WxmdqJih0uUAG4Cm0ry5LEX6NEHc7LoQmfc-aNsOJY1p0YUpY6MWzVoVEOXlgswklITPVEdsPrcFw9xdVDLhGZJePZJOSC7Fvh1OGiHK15_T-_tv-vtxuwYpckutYB1KYvs-QQkcw0OoLFdqd7VExgTC-D3kMfSwe2_wFLU-mR |
| link.rule.ids | 315,783,787,12777,21400,27936,27937,33385,33386,33756,33757,41093,41535,42162,42604,43612,43817,52123,52246,74369,74636 |
| linkProvider | Springer Nature |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3dS8MwED90IuqD6FScU5cHH_ygmDZttj7JkH3pNkQ22FvJ0vaxnW4D_e-9S9tNBX1qaEkDl-Tud7nL7wCuGuiZRIrcVFT-lisibk0RN1toShuIIDQXpnrDYCi7Y_dp4k3y3Jx5nlZZ6ESjqMNU0xn5PdGOE3OJeJi9WVQ0ioKreQWNTdhyBZpquije7qyCCK7IFHHdERbRkhdBTW44RCUlEpm8S9zy9Z9maY01f4VHjdVpH8B-DhdZM5vfQ9iIkjLsfSMRLMN2xxTn_TyCsJmw1ocivl-WxqZTxg_BiILDPEzON7tuDoc3rLmOXTOErqyXZPaNtXDbZzca6TevqDHZi6IkLmLiPIZxuzV67Fp5FQVLCekvLFtHUxUjcHDiut_QCM8ooVQ63ItDLkOpPOHZ2uXC59rHduxNZaxsGfuhFzpcixMoJWkSnQLz6GXIYyfSIQocdban0R2ybUWUM1pW4LYQYjDLyDKCFS2ykXhATZJ4UK9AtRBzkO-bebCa5QrUVl9xwVMUQyVRupwHQpJLKt0K3BVzs-7_52hn_45Wg53uaNAP-r3hcxV2nYLz1j6H0uJ9GV0g8FhML83y-gIi69BZ |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LT8MwDLZgCAQHBAPEGLAcOPBQtbRps-2EJtiLxzQhJu1WZWlz7AbbJPj32Gm7ARKcGrVKIzmO_bl2PwNc1DEyiRWFqWj8HV_E3BkjbnbQldYRQWgubPeG577sDv2HUTDKKIVmWVllbhOtoY4mmr6RV4l2nJhLRNVkVRGD-_bt9M2hBlKUaM26aazDBjpFSQpeb3eWCQVfpEa55gmHKMrzBCe3fKKSiopsDSYe_9pPF7XCnb9SpdYDtfdgN4OOrJnu9T6sxUkRdr4RChZhs2Mb9X4eQNRMWOtDEfcvmxg7KeWKYETHYS-2_ptdNvv9K9Zc5bEZwljWS1Jfx1poAtK_G-k1L2g92UBRQRexch7CsN16ves6WUcFR6FI5o6r47EyCCI8U2vUNUI1Ki6VHg9MxGUkVSACV_tcNLhu4NgEY2mUK00jCiKPa3EEhWSSxMfAAroZcePFOkJ5o_0ONIZGrquIfkbLElznQgynKXFGuKRIthIPaUgSD2slKOdiDrMzNAuXO16CyvIpKj9lNFQSTxazUEgKT6Vfgpt8b1bz_1zt5N_VKrCFmhU-9fqPZdj2cvpb9xQK8_dFfIYYZD4-t9r1BR6W1Jc |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=An+Example+of+Artificial+Neural+Network+%28ANN%29+Application+for+Indirect+Estimation+of+Rock+Parameters&rft.jtitle=Rock+mechanics+and+rock+engineering&rft.au=Y%C4%B1lmaz%2C+I.&rft.au=Yuksek%2C+A.+G.&rft.date=2008-10-01&rft.pub=Springer-Verlag&rft.issn=0723-2632&rft.eissn=1434-453X&rft.volume=41&rft.issue=5&rft.spage=781&rft.epage=795&rft_id=info:doi/10.1007%2Fs00603-007-0138-7&rft.externalDocID=10_1007_s00603_007_0138_7 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0723-2632&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0723-2632&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0723-2632&client=summon |