"... In PAGE 8: ... If ma21 xa8 aa22 has more than one element, this set will give us the possibilities for a value aa21 xa22 , based on previous experience. The steps taken by this method for the example data are given in Table4 . We have listed the interme- diate sets ma21 xa8 aa22 to indicate how the compatibilities change after we have extended attribute functions in one step.... ..."

"... In PAGE 6: ... If ma21 xa8 aa22 has more than one element, this set will give us the possibilities for a value aa21 xa22 , based on previous experience. The steps taken by this method for the example data are given in Table4 . We have listed the interme- diate sets ma21 xa8 aa22 to indicate how the compatibilities change after we have extended attribute functions in one step.... ..."

"... In PAGE 5: ...able 3: Listed Plant Species....................................................................................................... 15 Table4 : Invasive Exotic Plant Species and Treatment Recomendations .... ..."

"... In PAGE 5: ... Invasion was quantified as the percentage of bacteria inoculated into the tissue culture wells which were recovered from lysed Henle cells. As shown in Table1 , a control Salmonella strain, SB136, with a null mutation in invA and a previously documented functional defect in type III secretion and host cell invasion (4), achieves lt;1% invasion into Henle cells, independent of arabinose addition. Salmonella SB300A#1 transformants which express an EGS complementary to mRNA encoding synthetic C5 (also shown as a negative control for type III secretion assays, above) have a gt;20% rate of invasion, with a small decrease in invasion observed after arabinose addition.... ..."

"... In PAGE 72: ...Experimenting with architecture constraints 63 Table2 0: Results for convolutional- regression nets (1). Convolutional 1 Test 20 Test 21 architecture 3 60:6 9:5:1 3 150:6 27:15:1 number of weights 503 2827 sampling period 0.... In PAGE 72: ...7 % 25.5 % Table2 1: Results for convolutional- regression nets (2). Convolutional 2 Test 22 Test 23 architecture 3 100:6 16:15:1 3 150:9 27:15:1 number of weights 1927 3865 sampling period 0.... In PAGE 74: ...re sampled every 0.2 feet. The results are given in Table 22. Table2 2: Average relative error and performance for earth models with invasion (Shallow-log). average percentage of set number of relative error predicted correct patterns Training set 4.... In PAGE 75: ... FORWARD MODELLING WITH MUD INVASION 45 50 55 60 65 70 75 80 85 90 95 100 training validation testing percentage of log that is correct Non-Uniform Haar Uniform Convolutional-regression Figure 40: Intermediate results (2) of training di erent neural nets on 6 models. Table2 3: Average relative error and performance for earth models with and without invasion (Shallow-log). average percentage of set number of relative error predicted correct patterns invasion Training set 5.... In PAGE 76: ... The results are given in Table 24. Table2 4: Average relative error and performance for earth models with and without invasion (Deep-log). average percentage of set number of relative error predicted correct patterns invasion Training set 8.... ..."

"... In PAGE 9: ... We tested whether CSR1 expression affects prostate cancer cell invasiveness in an in vitro Matrigel transmi- gration experiment and in an in vivo mouse tumorigenesis experiment. Three-fold fewer CSR1-expressing PC3 cells (pCMV-CSR1 transformants) traversed the Matrigel than did control cells ( Table2 ). Moreover, the propensity for PC3 cells injected into mice to develop into tumors was suppressed by CSR1 expression (Table 3).... ..."

"... In PAGE 61: ... For instance, instead of general indicators of monetary or physical trade, imports of plants, timber or non-food animals reflect in detail pathways for the introduction of exotic flora and fauna. A list of additional candidate indicators is provided in the next section ( Table28 ). Taking into account that the supporting model is not ecological but economic (including a physical part), coupling a biological or a land use model would be a way to address the proposed extension of indicators.... In PAGE 63: ... Identification of driving forces helps to disclose some gaps in the set of indicators of the model supporting the ALARM socio-economic scenarios. Candidate indicators presented in Table28 have been chosen from the literature review. Including them into the assessments is a way to get closer to the actual processes that drive biological invasions.... ..."