Anti-magic labeling of graphs

Yu-Chang Liang

April 28, 2017

Liang ()

report

April 28, 2017

1 / 66

Outline

1

Introduction

2

Tool

3

Known results

4

Our research

5

Further work

6

References

Liang ()

report

April 28, 2017

2 / 66

History Definition Magic square is an arrangement of numbers in a square grid, where the numbers in each row, and in each column, and the numbers in the forward and backward main diagonals, all add up to the same number.

Liang ()

report

April 28, 2017

3 / 66

Labeling

A graph labeling is a mapping f satisfied: f : A −→ B. S where A may be V (G), E(G), F (G), V (G) E(G), etc, and B be the set of numbers( the element of a group). Goal: The structure of φf (x) which is the function depend with f . P e.g., φf (v) = e∈E(v) f (e), or φf (uv) = f (u) − f (v)

Liang ()

report

April 28, 2017

4 / 66

History Definition (Sedl´aˇcek 1963) A graph G is called magic if G has a labeling of the edges with distinct integers such that for each vertex v the sum of the labels of all edges incident with v is the same for all v.

Liang ()

report

April 28, 2017

5 / 66

History

Definition (Stewart 1966, 1967) A graph G is called super-magic if G has a labeling of the edges with distinct consecutive integers such that for each vertex v the sum of the labels of all edges incident with v is the same for all v.

Definition (Stewart 1966, 1967) A graph G is called semi-magic if G has a labeling of the edges with integers such that for each vertex v the sum of the labels of all edges incident with v is the same for all v.

Liang ()

report

April 28, 2017

6 / 66

History

Definition An S-weighting of a graph G is a map w : E(G) −→ S. k-weighting is an S-weighting with S = {1, . . . , k}.

Definition

P Let φw (v) = e∈E(v) w(e). A weighting w is proper if φw (v) is a proper coloring of G.

Liang ()

report

April 28, 2017

7 / 66

History

Conjecture ((1,2,3)-Conjecture, 2004) Every graph without isolated edges has a proper 3-weighting.

Liang ()

report

April 28, 2017

8 / 66

History

Definition An total S-weighting of a graph G is a map w : E(G) k-weighting is an S-weighting with S = {1, . . . , k}.

S

V (G) −→ S.

Definition

P Let φw (v) = w(v) + e∈E(v) w(e). A weighting w is proper if φw (v) is a proper coloring of G.

Liang ()

report

April 28, 2017

9 / 66

History

Conjecture (1-2-Conjecture, 2007) Every graph has a proper total 2-weighting.

Liang ()

report

April 28, 2017

10 / 66

History Definition (Rosa, A 1967) A graph G is called graceful if f is an injection from the vertices of G to the set {0, 1, . . . E(G)} such that, when each edge xy is assigned the label | f (x) − f (y) |, the resulting edge labels are distinct.

Liang ()

report

April 28, 2017

11 / 66

History

Conjecture (1967) All trees are graceful.

Liang ()

report

April 28, 2017

12 / 66

Definition Definition (Hartsfild and Ringel 1990) An anti-magic labeling of G is a bijection from the set of edges to the set {1, 2, . . . , |E(G)|}, such that all the vertex-sums are pairwise distinct, where the vertex-sum s(v) of a vertex v is the sum of labels of all edges incident with v.

Liang ()

report

April 28, 2017

13 / 66

Tool

1 : Algorithm. (Strategy) 2 : Combinatorial Nullstellensatz. 3 : Probability method.

Liang ()

report

April 28, 2017

14 / 66

Strategy

1 : Consider the structure of G. 2 : Design the function φf (v). 3 : characterize the graph G and f .

Liang ()

report

April 28, 2017

15 / 66

Strategy of paths

Liang ()

report

April 28, 2017

16 / 66

Strategy of paths

Liang ()

report

April 28, 2017

17 / 66

Strategy of cycles

Liang ()

report

April 28, 2017

18 / 66

Strategy of cycles

Liang ()

report

April 28, 2017

19 / 66

Combinatorial Nullstellensatz

Let f be the labeling of G, and f (ei ) = xi , then g(x1 , x2 , . . . , xm ) =

Y

(xi − xj )

1≤i
Y

(φf (vi ) − φf (vj )).

1≤i
If there are x1 , x2 , . . . , xm , such that g(x1 , x2 , . . . , xm ) 6= 0, then G is anti-magic.

Liang ()

report

April 28, 2017

20 / 66

Combinatorial Nullstellensatz

Let η be the index function. g(x1 , x2 , . . . , xm ) =

X η



Y

η(i)

xi

.

i

If cη 6= 0, and |Si | ≥ η(i) + 1, then there are xi ∈ Si , such that g(x1 , x2 , . . . , xm ) 6= 0

Liang ()

report

April 28, 2017

21 / 66

Combinatorial Nullstellensatz

Liang ()

report

April 28, 2017

22 / 66

Combinatorial Nullstellensatz

g(x1 , x2 , . . . , x5 ) = (x1 + x2 − x2 − x3 )(x2 + x3 − x3 − x4 ) (x3 + x4 − x4 − x5 )(x4 + x5 − x5 − x1 )(x5 + x1 − x1 − x2 ) (x1 + x2 − x3 − x4 )(x2 + x3 − x4 − x5 )(x3 + x4 − x5 − x1 ) Y (x4 + x5 − x1 − x2 )(x5 + x1 − x2 − x3 ) (xi − xj ). 1≤i
The coefficient of x41 x42 x43 x44 x45 is −980

Liang ()

report

April 28, 2017

23 / 66

Conjecture

Conjecture (Hartsfild and Ringel 1990) All trees except K2 have an anti-magic labeling.

Liang ()

report

April 28, 2017

24 / 66

Conjecture

Liang ()

report

April 28, 2017

25 / 66

Conjecture

Conjecture (Hartsfild and Ringel 1990) All connected graphs except K2 have an anti-magic labeling.

Liang ()

report

April 28, 2017

26 / 66

Conjecture

Liang ()

report

April 28, 2017

27 / 66

Trees

Theorem (Chawathe and Krishna 2002) Every complete m-ary tree is anti-magic.

Theorem (Kaplan, Lev and Roditty 2009) Every tree with at most one vertex of degree 2 is anti-magic. (The proof has an error)

Liang ()

report

April 28, 2017

28 / 66

Regular graphs

Theorem (Hartsfild and Ringel 1990) Every 2-regular graph is anti-magic.

Theorem (Cranston 2009) Every k-regular bipartite graph is anti-magic.

Theorem (T-M Wang and G-H Zhang 2013) Regular Graph with Particular Factors is anti-magic.

Liang ()

report

April 28, 2017

29 / 66

Cartesian product graphs

Theorem (T-M Wang 2005) Let G be the Cartesian product of cycles Cn1 Cn2  · · · Cnk , then G is anti-magic.

Theorem (T-M Wang 2005) If R is an r-regular anti-magic graph with r > 1 then RCn is anti-magic.

Liang ()

report

April 28, 2017

30 / 66

(ω, k)-antimagic

Theorem (Wong and Zhu 2011) If G has a universal vertex, then G is weighted-2-antimagic. If G has a prime number of vertices and has a Hamiltonian path, then G is weighted-1-antimagic.

Theorem (Wong and Zhu 2011) If G has a prime number of vertices and has a Hamiltonian path, then G is weighted-1-antimagic.

Liang ()

report

April 28, 2017

31 / 66

(ω, k)-antimagic

Theorem (Hefetz 2005) Let G be a graph with q edges and at most one isolated vertex and no isolated edges is(ω, 2q − 4)-antimagic.

Theorem (Hefetz 2005) Let G be a graph with p > 2 vertices that admits a 1-factor is (p − 2)-antimagic.

Theorem (Hefetz 2005) Let G be a graph with p vertices and maximum degree n − k, where k ≥ 3 is any function of p is (3k − 7)-antimagic

Liang ()

report

April 28, 2017

32 / 66

Cartesian product graphs

Theorem (Zhang and Sun 2009) If R is an anti-magic regular graph then for any graph G, GR is anti-magic.

Theorem (Zhang and Sun 2009) Let G be the Cartesian product of many paths Pn1 Pn2  · · · Pnt , then G is anti-magic, provided that at least one of the paths has length at last 3.

Liang ()

report

April 28, 2017

33 / 66

Tree

Theorem (Chawathe and Krishna 2002) Every complete m-ary tree is anti-magic.

Theorem (Kaplan, Lev and Roditty 2009) Every tree with at most one vertex of degree 2 is anti-magic. (The proof has an error)

Liang ()

report

April 28, 2017

34 / 66

General graphs Theorem (Yilma 2013) If G is a graph with maximum degree ∆ = |V (G)| − 3, and |V (G)| ≥ 9 then G is anti-magic.

Theorem (Hefetz, Saluz and Tran 2005, 2010) If G is a graph with pk vertices which admits a Cp -factor, then G is anti-magic.

Theorem (Alon, Kaplan, Lev, Roditty and Yuster 2004) If G is a graph with minimum degree δ(G) ≥ C log |V (G)|, then G is anti-magic.

Theorem (Eccles 2014) The graphs of large linear size are anti-magic. Liang ()

report

April 28, 2017

35 / 66

Survey

[Joseph A. Gallian 1997 2016] A Dynamic Survey of Graph Labeling.

Liang ()

report

April 28, 2017

36 / 66

Results

Theorem (Liang, Wong and Zhu 2014) If T 6= K2 is a tree with at most one vertex of degree 2, then T is anti-magic.

Liang ()

report

April 28, 2017

37 / 66

Consider the structure of tree T .

Liang ()

report

April 28, 2017

38 / 66

Design the function φf (v).

Each vertex has at most one in-edge. Goal: the labeling of in-edge are distinct implies φf (v) are distinct.

Liang ()

report

April 28, 2017

39 / 66

characterize the graph T and f . The sum of labeling of the out-edge are the same(based on the group).

Liang ()

report

April 28, 2017

40 / 66

Trees Definition Suppose G is a graph and e = (u, v) is an edge of G. A subdivision of e is the operation of replacing e = (u, v) with a path (u, we , v), where we is a new vertex.

Liang ()

report

April 28, 2017

41 / 66

Trees

Definition Suppose T = (V, E) is a tree and A ⊆ E. Denote by T ∗ (A) the tree obtained by subdividing each edge in A. Let T ∗ = T ∗ (E) be the tree which obtained by subdivide each edge of T .

Liang ()

report

April 28, 2017

42 / 66

Trees Theorem (Liang, Wong and Zhu 2014) If T is a tree with V2 (T ) = ∅ and T ∗ is obtained from T by subdividing every edge, then T ∗ is anti-magic.

Liang ()

report

April 28, 2017

43 / 66

Trees Theorem (Liang, Wong and Zhu 2014) If T is a tree in which every vertex v ∈ V (T ) has an even number of sons, then for any A ⊆ E(T ), T ∗ (A) is obtained from T by subdividing every edge in A is anti-magic.

Liang ()

report

April 28, 2017

44 / 66

Trees Definition Let Vi (T ) beSthe set of vertices of T of degree i, and Veven (T ) = i>0 V2i (T ). If Veven (T ) induces a path, then we assume Veven (T ) = (v1 , v2 , . . . , vk−1 ), and P (v0 , v1 , . . . , vk ) is also a path.

Liang ()

report

April 28, 2017

45 / 66

Trees Theorem (Liang, Wong and Zhu 2014) Assume T is a tree, V2 (T ) induces a path Pk−1 and each component of T \ V2 (T ) is arbitrary complete d-ary tree but not a star, then T is anti-magic.

Liang ()

report

April 28, 2017

46 / 66

Trees Theorem (Liang, Wong and Zhu 2014) Assume T is a tree, Veven (T ) induces a path and |Veven (T )| is odd, then T is anti-magic.

Liang ()

report

April 28, 2017

47 / 66

Trees Theorem (Liang, Wong and Zhu 2014) Assume T is a tree, Veven (T ) induced a path, and |Veven (T )| is even. Let 2s = |Veven (T )|. If deg(vs ) 6= deg(vk ) + 1 or deg(vs+1 ) 6= deg(v0 ) + 1, then T is anti-magic.

Liang ()

report

April 28, 2017

48 / 66

Cartesian product graphs

Theorem (Liang and Zhu 2013) Assume G is a k-regular graph with k ≥ 2. For any connected graph H with |E(H)| ≥ |V (H)| − 1 ≥ 1, HG is anti-magic.

Liang ()

report

April 28, 2017

49 / 66

Cartesian product graphs

Theorem (Liang and Zhu 2013) Assume H is a graph with |E(H)| ≥ |V (H)| − 1. If each component of H has a vertex of odd degree, then the prism of H is anti-magic.

Theorem (Liang and Zhu 2013) If H is a graph with m ≥ 2n − 2, where m = |E(G)|, and n = |V (G)|, then the prism of H is anti-magic.

Theorem (Liang and Zhu 2013) If G is a graph with ∆(G) = |V (G)| − 1, GP2 is anti-magic.

Liang ()

report

April 28, 2017

50 / 66

Cartesian product graphs Theorem (Liang and Zhu 2013) Assume G is obtained from a regular graph by adding a universal vertex u, then for any positive integer k, Gk is anti-magic.

Liang ()

report

April 28, 2017

51 / 66

Cartesian product graphs

Theorem (Liang and Zhu 2013) If each of G1 and G2 is obtained from a (d − 1)-regular graph by adding a universal vertex, then G1 G2 is anti-magic.

Theorem (Liang and Zhu 2013) If G1 , G2 are double star graphs, then G1 G2 is anti-magic.

Liang ()

report

April 28, 2017

52 / 66

Regular graphs

Theorem (Liang and Zhu 2014, Cranston, Liang and Zhu 2015, Chang, Liang, Pan and Zhu 2015 ) Let k > 1 be a positive integer, and G is a k-regular graph, then G is anti-magic.

Liang ()

report

April 28, 2017

53 / 66

idea

Definition : Given v ∗ is a vertex of G, let Li = {u : dG (u, v ∗ ) = i}. Goal 1 : For any u, v ∈ Li , s(v) 6= s(u). Goal 2 : For any x ∈ Li−1 , y ∈ Li , s(x) > s(y). Idea : For each vertex v ∈ Li , N (v) ⊆ Li−1

Liang ()

report

S

Li

S

Li+1 .

April 28, 2017

54 / 66

Partition

Partition : Fix the vertex v ∗ of G, Let L0 S = {v ∗ } and for i ≥ 1, ∗ Li = {u : dG (u, v ) = i}. Assume V (G) = pi=0 Li .

Liang ()

report

April 28, 2017

55 / 66

Partition

Liang ()

report

April 28, 2017

56 / 66

Labeling Let Ei = E(G[Li ]) ∪ E(G[Li−1 , Li ]). We label the edges in Ep , Ep−1 , . . . , E1 recursively in this order.

Liang ()

report

April 28, 2017

57 / 66

Labeling The partial-sum ω(v) of a vertex v is the sum of labels of all edges incident with v except σ(v). Ordering {ω(v)|v ∈ Lj } by {ωi |1 ≤ j ≤ |Lj |} such that ωi ≤ ωi+1 , for all i.

So for any u, v ∈ Li , s(v) 6= s(u). Liang ()

report

April 28, 2017

58 / 66

Proof of theorem

We label the open trail in Gσ [Li , Li−1 ] by [s, l] as follow:

Liang ()

report

April 28, 2017

59 / 66

Further work

1 : Tree. Cartesian product graph. Halin graph. Cartesian power graph. 2 : (ω, k)- anti-magic. 3 : New tool for general graph. 4 : Hyper graph version. 5 : Directed graph version.

Liang ()

report

April 28, 2017

60 / 66

References N. Alon, G. Kaplan, A. Lev, Y. Roditty, and R. Yuster, Dense graphs are antimagic, J. Graph Theory, 47 (2004), 297-309. A. Rosa, On certain valuations of the vertices of a graph, Theory of Graphs (Internat. Symposium, Rome, July 1966), Gordon and Breach, N. Y. and Dunod Paris (1967) 349-355. Y. Cheng, A new class of antimaig Cartesian product graphs, Discrete Math., 308 (2008), 6441-6448. Y. Cheng, Lattice grids and prisms are antimagic, Theoret. Comput. Sci., 374 (2007), 66-73. P. D. Chawathe, and V. Krishna, Antimagic labelings of complete m-ary trees, Number theory and discrete mathematics (Chandigarh, 2000), 77-80, Trends Math., Birkh¨ auser, Basel, 2002. D. W. Cranston, Regular bipartite graphs are antimagic, J. Graph Theory, 60 (2009), 173-182. Liang ()

report

April 28, 2017

61 / 66

References

D. W. Cranston, Y. Liang and X. Zhu, Regular Graphs of Odd Degree Are Antimagic, J Graph Theory, 80 (2015), 28-33. T. Eccles, Graphs of large linear size are antimagic, manuscript, 2014, arXiv:1409.3659 J. A. Gallian, A Dynamic survey on Graph Labeling, The Electronic Journal of Combinatorics, 15 (2008). S. W. Golomb, How to number a graph, Graph theory and computing, 23-37. Academic Press, New York, 1972. P. Hall , On representatives of subsets, J.Lond. Mat. Sc., 10 (1935), 26-30.

Liang ()

report

April 28, 2017

62 / 66

References N. Hartsfield, and G. Ringel, Pearls in Graph Theory, Academic Press, INC., Boston, 1990, pp. 108-109, Revised version 1994. D. Hefetz, Anti-magic graphs via the Combinatorial Nullstellensatz, J. Graph Theory, 50 (2005), 263-272 D. Hefetz, H.T.T. Tran, and A. Saluz, An application of the Combinatorial Nullstellensatz to a graph labelling problem, J. Graph Theory, 65 (2010), 70-82. G. Kaplan, A. Lev, and Y. Roditty, On zero-sum partitions and anti-magic trees, Discrete Math., 309 (2009), 2010-2014. Y. Liang, T. Wong, and X. Zhu, Anti-magic labeling of trees, Discrete Math. 331 (2014), 9-14. Y. Liang, and X. Zhu, Anti-magic labeling of cubic graphs, J. Graph Theory, 75 (2014), 31-36. Liang ()

report

April 28, 2017

63 / 66

References Y. Liang, and X. Zhu, Anti-magic labelling of Cartesian product of graphs, Theoret. Comput. Sci., 477 (2013), 1-5. G. Ringel, Problem 25, in Theory of Graphs and its Applications, Proc. Symposium Smolenice 1963, Prague (1964), 162. A. Rosa, On certain valuations of the vertices of a graph, 1967 Theory of Graphs (Internat. Sympos., Rome, 1966) pp. 349-355 Gordon and Breach, New York; Dunod, Paris. J. Sedl´aˇcek, Problem 27, in Theory of Graphs and its Applications, Proc. Symposium Smolenice, June, (1963) 163-167. T. M. Wang, Toroidal grids are antimagic, computing and combinatorics, Lecture Notes in Comput. Sci., 3595, Springer, Berlin(2005), 671-679. Liang ()

report

April 28, 2017

64 / 66

References

T. M. Wang, and C. C. Hsiao, On antimagic labeling for graph products, Discrete Math., 308 (2008), 3624-3633. D. B. West, Introduction to Graph Theory, Second Edition, Prentice Hall, Inc., Upper Saddle River, NJ, 1996. T. Wong, and X. Zhu, Antimagic labelling of vertex weighted graphs , J. Graph Theory, 70 (2012), 348-359. Z. B. Yilma, Antimagic properties of graphs with large maximum degree , J. Graph Th., 72 (2013), no. 4, 367-373. Y. Zhang, and X. Sun, The antimagicness of the Cartesian product of graphs, Theoret. Comput. Sci., 410 (2009), 727-735.

Liang ()

report

April 28, 2017

65 / 66

Thanks for your attention!

Liang ()

report

April 28, 2017

66 / 66

Anti-magic labeling of graphs

Apr 28, 2017 - Every tree with at most one vertex of degree 2 is anti-magic. (The ... If G is a graph with minimum degree δ(G) ≥ C log |V (G)|, then G is.

909KB Sizes 5 Downloads 257 Views

Recommend Documents

Excentric Labeling: Dynamic Neighborhood Labeling ...
Dynamic Neighborhood Labeling for Data Visualization. Jean-Daniel Fekete .... last two techniques require either a tool selection or dedicated screen space.

MEPS and Labeling (Energy Efficiency Standards and Labeling ES&L ...
Page 1 of 13. Page 1 of 13. Doc. No: ES&L/P-01/2012. Issue No: 04. Issue Date: December, 2014. Last Rev: November, 2014. MEPS and Labeling (Energy Efficiency Standards. and Labeling: ES&L) Policy / Guidelines. For. Implementation of ES&L Scheme. In.

REPRESENTATION OF GRAPHS USING INTUITIONISTIC ...
Nov 17, 2016 - gN ◦ fN : V1 → V3 such that (gN ◦ fN )(u) = ge(fe(u)) for all u ∈ V1. As fN : V1 → V2 is an isomorphism from G1 onto G2, such that fe(v) = v′.

HPC-C Labeling - FDA
Blood Center at 1-866-767-NCBP (1-866-767-6227) and FDA at 1-800-FDA- .... DMSO is not removed, and at 4 °C for up to 24 hours if DMSO is removed in a ...... Call the Transplant Unit to advise them that the product is ready for infusion if ...

MEPS and Labeling (Energy Efficiency Standards and Labeling ES&L ...
PEEC Pakistan Energy Efficiency and Conservation Bill. PSQCA Pakistan Standards & Quality Control Authority. Page 3 of 13. MEPS and Labeling (Energy Efficiency Standards and ... s For Implementation of ES&L Scheme In Pakistan.pdf. MEPS and Labeling (

reindeer labeling activity.pdf
Sign in. Page. 1. /. 1. Loading… Page 1. Main menu. Displaying reindeer labeling activity.pdf. Page 1 of 1.Missing:

Effective Labeling of Molecular Surface Points for ...
May 24, 2007 - ... where the binding site of ligand NAG-21 in the complex 1o7d has only 3 atoms, and that of ligand. CDN in the complex 1nek has 141 atoms.

the prevalent dimension of graphs - Mark McClure
The extension of the various notions of \almost every" in Rn to infinite dimen- sional spaces is an interesting and difficult problem. Perhaps the simplest and most successful generalization has been through the use of category. Banach's application

the prevalent dimension of graphs - Mark McClure
An easy but important property of is that it respects closure. That is. (E) = (E). Another ( F] p. 41) is that the limsup need only be taken along any sequence fcng1n=1 where c 2 (01) and we still obtain the same value. One problem with is that it is

Graphs of Wrath Answer Key.pdf
Page 1 of 2. Physics 11 Name: 1. Graphs of Wrath Answer Key. Table 1. Relationship between velocity and time for three Hot Wheels cars. Car 1 Car 2 Car 3. Time (s) Velocity (m/s) Velocity (m/s) Velocity (m/s). 0 0 0 0. 5 6 10 3. 10 12 17 7. 15 16 25

Graphs of relations and Hilbert series - ScienceDirect
Let A(n,r) be the class of all graded quadratic algebras on n generators and r relations: A = k〈x1,..., xn〉/id{pi ...... (1−t)d , which is a series of algebra k[x1,..., xd] of.

Displacement-Time Graphs
A car moving at… a constant speed of +1.0 m/s a constant speed of +2.0 m/s a constant speed of +0.0 m/s. A car accelerating from rest at +0.25 m/s. 2.

Equations? Graphs?
step takes a lot of critical thinking and trial and error. 4. What did you learn about Algebra in this project? Explain. There can be multiple solutions to a single ...

Graphs of relations and Hilbert series - ScienceDirect.com
relations for n ≤ 7. Then we investigate combinatorial structure of colored graph associated with relations of RIT algebra. Precise descriptions of graphs (maps) ...

graphs-intro.pdf
this book, we represent graphs by using the abstract data types that we have seen ... The simplest representation of a graph is based on its definition as a set.

Displacement-Time Graphs (Make)
A car moving at… a constant speed of +1.0 m/s a constant speed of +2.0 m/s a constant speed of +0.0 m/s. A car accelerating from rest at +0.25 m/s. 2.

Skip Graphs - IC-Unicamp
Abstract. Skip graphs are a novel distributed data structure, based on skip lists, that provide the full functional- ... repairing errors in the data structure introduced by node failures can be done using simple and straight- .... search, insert, an

Skip Graphs - IC/Unicamp
ble functionality. Unlike skip lists or other tree data structures, skip graphs are highly resilient, tolerating a large fraction of failed nodes without losing con-.

graphs-intro.pdf
It is only when you start considering his or her relation- ships to the world around, the person becomes interesting. Even at a biological level,. what is interesting ...

Automated anatomical labeling of abdominal arteries ...
Automated anatomical labeling of abdominal arteries from CT data based on optimal path finding between segmented organ and aorta regions: A robust method ...

Efficient Labeling of EEG Signal Artifacts Using Active ...
suggests significant time savings can be obtained when manually annotating ... several times greater than the EEG signal of interest, thereby decreasing the .... of disagreement the lowest summed confidence ... For example, blink rate and blink ....