Year | First author's last name and citation | Publishing venue | AI subarea | Total score |
---|---|---|---|---|
2020 | D'Alterio [50] | FUZZ-IEEE | XAI | 10 |
2019 | Tao [208] | IEEE Access | Generic | 10 |
2020 | Anderson [11] | ACM TIIS | RL | 9 |
2020 | Birkenbihl [29] | EPMA | ML | 9 |
2020 | Checco [39] | JAIR | DS | 9 |
2020 | Chen [40] | IEEE Access | XAI | 9 |
2020 | Cluzeau [43] | EASA | DL | 9 |
2019 | Kaur [109] | WAINA | XAI | 9 |
2020 | Kulkarni [117] | Academic Press | DS | 9 |
2020 | Kuppa [118] | IEEE IJCNN | XAI | 9 |
2020 | Kuzlu [120] | IEEE Access | XAI | 9 |
2021 | Massoli [145] | CVIU | DL | 9 |
2020 | Spinner [201] | IEEE TVCG | XAI | 9 |
2016 | Veeramachaneni [226] | IEEE HPSC | DS | 9 |
2018 | Wei [230] | AS | RL | 9 |
2020 | Winkel [236] | EJR | RL | 9 |
2014 | Ali [8] | GISci | DS | 8 |
2018 | Alves [9] | NASA ARIAS | ABS | 8 |
2019 | Batarseh [24] | EDML | DS | 8 |
2016 | Gao [71] | SEKE | DS | 8 |
2020 | Gardiner [72] | Nature Sci Rep | ML | 8 |
2016 | Gulshan [81] | JAMA | CV | 8 |
2020 | Guo [82] | IEEE ICCVW | XAI | 8 |
2020 | Han [87] | IET JoE | XAI | 8 |
2016 | Heaney [93] | OD | GA | 8 |
2019 | Huber [97] | KI AAI | RL | 8 |
2019 | Keneni [112] | IEEE Access | XAI | 8 |
2020 | Kohlbrenner [116] | IEEE IJCNN | XAI | 8 |
2019 | Maloca [134] | PLoS ONE | DL | 8 |
2020 | Malolan [136] | IEEE ICICT | XAI | 8 |
2020 | Payrovnaziri [168] | JAMIA | ML | 8 |
2008 | Peppler [170] | OASJ | DS | 8 |
2020 | Sequeira [196] | SciDir AI | RL | 8 |
2020 | Sivamani [199] | IEEE LCS | DL | 8 |
2020 | Tan [207] | IEEE IJCNN | XAI | 8 |
2020 | Tao [209] | IEEE CoG | XAI | 8 |
2020 | Welch [231] | PhysMedBiol | DL | 8 |
2020 | Xiao [239] | IS | DL | 8 |
2016 | Aitken [6] | UC | ABS | 7 |
2019 | Barredo-Arrieta [19] | IEEE ITSC | XAI | 7 |
2013 | Batarseh [20] | IEEE TSMCS | KBS | 7 |
2001 | Berndt [27] | COMP | DS | 7 |
2010 | Bone [30] | CEUS | RL | 7 |
2016 | Celis [38] | PrePrint | ML | 7 |
2019 | Chittajallu [42] | IEEE ISBI | XAI | 7 |
2018 | Elsayed [67] | NIPS | CV | 7 |
2019 | Ferreyra [69] | FUZZ-IEEE | XAI | 7 |
2006 | Forster [70] | Uni of South Africa | AGI | 7 |
1985 | Ginsberg [74] | IJCAI | KBS | 7 |
2018 | Go [76] | ACM CCS | DL | 7 |
2020 | Halliwell [86] | PrePrint | DL | 7 |
2015 | He [90] | MPE | GA | 7 |
2020 | Heuer [94] | ACM UMAP | ML | 7 |
2016 | Jiang [102] | PMLR | RL | 7 |
2020 | Kaur [111] | AINA | XAI | 7 |
2016 | Kianifar [113] | SC | GA | 7 |
2019 | Lee [121] | IEEE ICTC | XAI | 7 |
2017 | Liang [126] | MILCOM | DS | 7 |
2020 | Mackowiak [132] | PrePrint | CV | 7 |
2018 | Mason [143] | AHIM | RL | 7 |
2018 | Murray [157] | FUZZ-IEEE | XAI | 7 |
2019 | Naqa [66] | MedPhys | ML | 7 |
2019 | Prentzas [174] | IEEE BIBE | XAI | 7 |
2018 | Pynadath [177] | Springer HCIS | ML | 7 |
2020 | Ragot [179] | CHI | ML | 7 |
2020 | Rotman [184] | PrePrint | RL | 7 |
2015 | Rovcanin [185] | WN | RL | 7 |
2020 | Sarathy [188] | IEEE SISY | XAI | 7 |
2018 | Stock [203] | ECCV | CV | 7 |
2009 | Tadj [206] | SCI | KBS | 7 |
1999 | Thomas [214] | AAAI | GA | 7 |
2020 | Uslu [220] | AINA | XAI | 7 |
2018 | Xu [240] | PrePrint | DL | 7 |
2019 | Bellamy [26] | IBM JRD | XAI | 6 |
2019 | Beyret [28] | IEEE IROS | RL | 6 |
2018 | Cao [35] | JAIHC | ML | 6 |
2020 | Cruz [47] | PrePrint | RL | 6 |
2001 | Halkidi [85] | JIIS | ML | 6 |
2020 | PrePrint | RL | 6 | |
2020 | Islam [98] | IEEE TFS | XAI | 6 |
2005 | Liu [128] | AI2005 | DL | 6 |
2019 | Madumal [133] | PrePrint | RL | 6 |
1996 | Martin [138] | ERIC | DS | 6 |
2007 | Martín-Guerrero [141] | AJCAI | RL | 6 |
2000 | Mosqueira-Rey [155] | ESA | KBS | 6 |
2020 | Mynuddin [160] | IETITS | RL | 6 |
2020 | Puiutta [175] | CD-MAKE | RL | 6 |
2018 | Ruan [187] | IJCAI | DL | 6 |
2019 | Schlegel [193] | IEEE ICCVW | XAI | 6 |
2020 | ACM FAT | ML | 6 | |
2020 | PrePrint | ML | 6 | |
2019 | Vabalas [222] | PLoS ONE | ML | 6 |
2010 | Winkler [237] | IEEE SUTC | CV | 6 |
2002 | Wu [238] | IJHCS | KBS | 6 |
2019 | Zhu [246] | ACM PLDI | RL | 6 |
1992 | Andert [12] | IJM | KBS | 5 |
2018 | Antunes [14] | IEEE DSN-W | ML | 5 |
1989 | Becker [25] | NASA | KBS | 5 |
2019 | Chen [41] | CS | RL | 5 |
2019 | Cruz [46] | AI 2019 AAI | RL | 5 |
2020 | Diallo [57] | IEEE ACSOS-C | XAI | 5 |
2010 | Dong [62] | IEEE ICWIIAT | GA | 5 |
2019 | Dupuis [64] | UoG | XAI | 5 |
2015 | Goodfellow [79] | PrePrint | ML | 5 |
2020 | Guo [82] | IEEE CM | XAI | 5 |
2020 | Haverinen [89] | Uni of Jyväskylä | XAI | 5 |
1997 | Jones [104] | JMB | GA | 5 |
2019 | Joo [106] | IEEE CoG | RL | 5 |
2020 | Katell [107] | ACM FAT | XAI | 5 |
2007 | Knauf [115] | IEEE TSMC | KBS | 5 |
1995 | Lockwood [130] | AES | KBS | 5 |
2000 | Marcos [137] | IEE Proc | KBS | 5 |
2017 | Mason [144] | WhiteRose | RL | 5 |
1988 | Morell [154] | IEA/AIE | KBS | 5 |
2020 | Murray [158] | IEEE TETCI | XAI | 5 |
2010 | Niazi [162] | SpringSim | ABS | 5 |
2000 | Onoyama [166] | JETAI | KBS | 5 |
2019 | Ren [182] | PrePrint | DL | 5 |
2013 | Sargent [189] | JoS | ABS | 5 |
2003 | Schumann [195] | EANN | DL | 5 |
1995 | Singer [198] | POQ | DS | 5 |
2019 | Srivastava [202] | AAAI AIES | NLP | 5 |
2006 | Taylor [211] | Springer | DL | 5 |
2020 | Taylor [213] | IEEE CVPRW | XAI | 5 |
2020 | Tjoa [215] | IEEE TNNLS | ML | 5 |
2020 | Uslu [221] | BWCCA | XAI | 5 |
2020 | Varshney [225] | IEEE CISS | ML | 5 |
2018 | Volz [228] | IEEE CIG | XAI | 5 |
2020 | Wieringa [234] | ACM FAT | XAI | 5 |
2020 | Wing [235] | PrePrint | ML | 5 |
2019 | Yoon [242] | IEEE ICCVW | XAI | 5 |
2019 | Zhou [245] | IJCAI XAI | ML | 5 |
1994 | Zlatareva [249] | ESA | KBS | 5 |
2018 | AI Now (Algorithmic Accountability Policy Tooklit) [7] | AI Now | XAI | 4 |
2015 | Arifin [15] | Springer | ABS | 4 |
2015 | Batarseh [21] | AIR | KBS | 4 |
2007 | Brancovici [31] | IEEE CEC | XAI | 4 |
1987 | Castore [37] | NASA STI | KBS | 4 |
2013 | Cohen [45] | EternalS | NLP | 4 |
2020 | Das [51] | PrePrint | XAI | 4 |
2013 | David [52] | UCS | ABS | 4 |
2018 | Došilović [63] | MIPRO | ML | 4 |
2000 | Edwards [65] | Oxford | DS | 4 |
2018 | EY (Assurance in the Age of AI) [17] | EY | ML | 4 |
2019 | Guidotti [80] | ACM CS | XAI | 4 |
2018 | Jilk [103] | PrePrint | ABS | 4 |
2017 | Leibovici [123] | ISPRS Int J. Geo-Inf | DS | 4 |
2020 | Li [125] | IEEE TKDE | XAI | 4 |
2019 | Mehrabi [146] | PrePrint | ML | 4 |
2019 | Meskauskas [150] | FUZZ-IEEE | XAI | 4 |
1998 | Miller [151] | MS | GA | 4 |
2019 | Nassar [161] | WIREs DMKD | XAI | 4 |
1992 | Preece [173] | ESA | KBS | 4 |
2019 | Qiu [178] | AS | Generic | 4 |
1984 | Sargent [190] | IEEE WSC | ABS | 4 |
2003 | Taylor [212] | SPIE | DL | 4 |
1999 | Tsai [218] | IEEE TKDE | KBS | 4 |
1991 | Vinze [227] | IM | KBS | 4 |
2019 | Wang [229] | ACM CHI | XAI | 4 |
1993 | Wells [232] | AAAI | KBS | 4 |
2018 | Zhu [247] | IEEE CIG | XAI | 4 |
1998 | Zlatareva [248] | DBLP | KBS | 4 |
2018 | Abdollahi [1] | Springer | ML | 3 |
1997 | Abel [2] | FLAIRS Conference | KBS | 3 |
2018 | Adadi [4] | IEEE Access | XAI | 3 |
2018 | Agarwal [5] | PrePrint | Generic | 3 |
2016 | Amodei [10] | PrePrint | ML | 3 |
2019 | Breck [32] | SysML | ML | 3 |
1996 | Carley [36] | CASOS | KBS | 3 |
2000 | Coenen [44] | CUP | KBS | 3 |
1987 | Culbert [48] | NASA SOAR | KBS | 3 |
2020 | Dağlarli [49] | ADL | XAI | 3 |
1992 | Davis [53] | RAND | ABS | 3 |
2020 | Dodge [61] | ExSS-ATEC | XAI | 3 |
2018 | Everitt [68] | IJCAI | AGI | 3 |
1991 | Gilstrap [73] | TI | KBS | 3 |
2019 | Glomsrud [75] | ISSAV | XAI | 3 |
1996 | Gonzalez [78] | EAAI | KBS | 3 |
1997 | Harmelen [88] | EUROVAV | KBS | 3 |
2019 | PrePrint | DL | 3 | |
2020 | Heuillet [95] | PrePrint | RL | 3 |
2009 | Hibbard [96] | AGI | AGI | 3 |
2019 | Israelsen [99] | ACM CSUR | Generic | 3 |
2019 | Jha [101] | NeurIPS | DL | 3 |
2002 | Knauf [114] | IEEE TSMC | KBS | 3 |
2017 | de Laat [54] | PhilosTechnol | ML | 3 |
1994 | Lee [122] | IEEE TSMC | KBS | 3 |
2004 | Liu [127] | IEEE MLC | ABS | 3 |
1997 | Lowry [131] | ISMIS | Generic | 3 |
2012 | Martinez-Balleste [139] | IEEE SIPC | CV | 3 |
2020 | Martinez-Fernandez [140] | PrePrint | XAI | 3 |
2017 | Mason [142] | DCAART | RL | 3 |
1993 | Mengshoel [148] | IEEE exp | KBS | 3 |
2005 | Menzies [149] | AC | Generic | 3 |
2007 | Min [152] | WSC | KBS | 3 |
1997 | Murrell [159] | DSS | KBS | 3 |
1987 | O'Keefe [164] | IEEE exp | KBS | 3 |
2020 | Putzer [176] | PrePrint | XAI | 3 |
1991 | De Raedt [55] | JWS | KBS | 3 |
2020 | Raji [180] | ACM FAT | XAI | 3 |
2004 | Sargent [191] | IEEE WSC | ABS | 3 |
1990 | Suen [204] | ESA | KBS | 3 |
2019 | Sun [205] | IEEE VTC | XAI | 3 |
2006 | Yilmaz [241] | CMOT | ABS | 3 |
1997 | Zaidi [243] | Automatica | KBS | 3 |
1996 | Abel [3] | FLAIRS Conference | KBS | 2 |
2016 | Aitken [6] | PrePrint | ABS | 2 |
1998 | Antoniou [13] | AI Magazine | KBS | 2 |
2019 | Arrieta [16] | SciDir IF | XAI | 2 |
2018 | Bride [34] | ICFEM | XAI | 2 |
2020 | Dghaym [56] | AU SSAV | XAI | 2 |
2015 | Dobson [59] | JCLS | ML | 2 |
2018 | Hagras [83] | IEEE Comp | XAI | 2 |
1999 | Hailu [84] | IEEE SMC | RL | 2 |
2020 | IEEE IRCE | XAI | 2 | |
2016 | Janssen [100] | GIQ | DS | 2 |
2020 | Kaur [110] | NBiS | XAI | 2 |
2008 | Liu [129] | IEEE SSSC | ABS | 2 |
2006 | Min [153] | ICMLC | KBS | 2 |
2019 | Mueller [156] | PrePrint | XAI | 2 |
1996 | Nourani [163] | ACM SIGSOFT | Generic | 2 |
2020 | Pawar [167] | IEEE CyberSA | XAI | 2 |
2009 | Pèpe [169] | JCG | GA | 2 |
2013 | Pitchforth [171] | ESA | DL | 2 |
2017 | Protiviti (Validation of Machine Learning Models) [223] | Protiviti | ML | 2 |
2010 | Sargent [192] | WSC | ABS | 2 |
2019 | Spada [200] | AIAI | XAI | 2 |
2005 | Taylor [210] | IEEE IJCNN | DL | 2 |
2016 | Zeigler [244] | JDMS | ABS | 2 |
2001 | Barr [18] | ACL | NLP | 1 |
2020 | Brennen [33] | ACM CHI EA | XAI | 1 |
2006 | Dibie-Barthélemy [58] | KBS | KBS | 1 |
2020 | European Commission (A European Approach to Excellence and Trust) [165] | European Commission | XAI | 1 |
2000 | Gonzalez [77] | JETAI | Generic | 1 |
2018 | Kaul [108] | ACM AIES | ML | 1 |
2003 | Kurd [119] | SAFECOMP | DL | 1 |
2017 | Lepri [124] | PhilosTechnology | ML | 1 |
2018 | Mehri [147] | ACM ARES | DL | 1 |
2019 | Pocius [172] | AAAI-19 | RL | 1 |
2019 | Rossi [183] | JIA | XAI | 1 |
2010 | Schumann [194] | NASA SCI | DL | 1 |
2018 | Sileno [197] | PrePrint | XAI | 1 |
2019 | Varshney [224] | ACM XRDS | ML | 1 |
2016 | Wickramage [233] | FTC | DS | 1 |